What's new in version 2.2.0

New

• Dependency Upgrades to improve overall security and performance of the API
  • Updates supported Python versions to between 3.9 - 3.11
    • Note: arcgis.learn module only supported with Python 3.9
  • Pandas upgraded to 2.0.0
    • Ensure support for all dtypes
• New submodule to work with ArcGIS Experience Builder items
  • arcgis.apps.expbuilder

Guides

• Deep Learning
  • 2D Computer Vision
    • Pixel Classification
      • Panoptic Segmentation with MaXDeepLab
• Administration
  • Managing ArcGIS Applications
    • Working with ArcGIS Hub
      • The Hub Submodule
      • Introduction to ArcGIS Hub Basic
      • Introduction to ArcGIS Hub Premium
      • Introduction to ArcGIS Enterprise Sites
    • Working with Knowledge Graphs
      • Part 1 - Introduction to Knowledge Graphs
      • Part 2 - Search and Query Knowledge Graphs
      • Part 3 - Edit Knowledge Graphs
    • Working with Experience Builder
      • Working with Web Experiences in the Python API

Samples

• Org Administrators
  • Examining Item Thumbnail Size
  • Manage and Allocate Credits
  • Validate item metadata
  • Validate user profiles
• GIS analysts and data scientists
  • Network Analysis Investigating Chennai Floods
• Deep Learning
  • 2D Computer Vision
    • Object Detection
      • Traffic Light Detection In Oriented Imagery Using Triangulation
• Content Publishers
  • Create and load knowledge graph backups
  • PDF Table to Data Frame to PDF Map

Module Changes

arcgis.gis

• Adds classes:
  • RecycleBin
  • RecyleItem
• User
  • Adds methods:
    • transfer_content()
  • Adds properties:
    • recyclebin
  • generate_direct_access_url()
    • Updates documentation for supported platforms
• UserManager
  • create()
    • Adds parameters:
      • email_text for custom messages
    • Adds note to password parameter to explain restriction for sending email
    • Adds text explanations and links to supporting documentation of the introduction and parameter table
• RoleManager
  • Adds methods
    • clone()
• ContentManager
  • clone_items()
    • Adds full support for StoryMap , WebScene, Survey123 and ExperienceBuilder items
    • Ensures support for legacy ArcGIS Dashboards Classic items
    • Adds keyword arguments description table:
      • Adds option for keyword argument:
        • copy_code_attachment
  • add()
    • Enhances performance when updating file-base items with large files
  • import_data()
    • Improves performance by refactoring:
      • methods into subpackage for cleaner processing
      • refactoring private methods to use memory structures
• GroupManager
  • Adds methods:
    • clone()
• Group
  • migration
    • Adds hyperlink to GroupMigrationManager object returned by property
• GroupMigrationManager
  • Adds text explanation and code snippet to initializer documentation
  • Adds explanation, hyperlinks and code snippets for methods
• Item
  • Adds link to full list of available properties in reference documentation
  • Adds properties:
    • favorite
  • download()
    • Enhances performance on large downloads when authenticating through proxies
  • reassign_to()
    • Allows User object for the target_owner argument
  • update()
    • Enhances performance when updating file-base items with large files
    • Updates code snippet to use correct object type
  • export()
    • Updates error reporting
    • Fixes internal private methods to properly handle rest responses
  • share()
    • Updates documentation to clarify parameters
    • Adds validation for
      • input types before making calls to endpoints
      • calling user privileges to ensure permissions are valid

arcgis.gis.admin

• Adds class documentation:
  • For Organization interface:
    • HomePageSettings
    • ItemSettings
    • MapSettings
    • SecuritySettings
  • For ArcGIS Enterprise on Kubernetes
    • ExternalContentManager
    • LanguageManager
    • DataStores
    • DataStore
    • Deployment
    • Job
    • JobManager
    • Backup
    • BackupStoresManager
    • BackupStore
    • RecoveryManager
    • LicenseManager
    • LogManager
    • Mode
    • Overview
    • KubeEnterpriseGroups
    • KubeEnterpriseUser
    • KubeOrganization
    • KubeOrganizations
    • KubeOrgFederations
    • KubeOrgLicense
    • KubeOrgSecurity
    • KubeSecurity
    • KubeSecurityCert
    • KubeSecurityConfig
    • KubeSecurityIngress
    • KubeSecuritySAML
    • KubeService
    • GPJobManager
    • ServicesManager
    • Container
    • Indexer
    • Server
    • ServerDefaults
    • ServerManager
    • SystemManager
    • TaskManager
    • UpgradeManager
    • Uploads
    • UsageStatistics
  • For querying statistics about ArcGIS Online managed datastores:
    • DataStoreMetricsManager
    • DataStoreAggregation
    • DataStoreTimeUnit
    • DataStoreMetric
• License
  • assign()
    • Adds support for User object for the username argument
• AGOLAdminManager
  • Adds properties:
    • datastore_metrics
• UX
  • Adds methods:
    • clone()

arcgis.gis.server

• Service
  • Adds support for new datatypes:
    • esriFieldTypeBigInteger
    • esriFieldTypeTimeOnly
    • esriFieldTypeDateOnly
    • esriFieldTypeTimestampOffset

arcgis.gis.nb

• SystemManager
  • properties
    • Updates reference documentation

arcgis.gis.workflowmanager

• Adds ability to set a job version using an existing version
• Adds support for ArcGIS Online for better url discovery mechanism
• WorkflowManagerAdmin
  • Adds methods:
    • export_item()
    • import_item()
• JobManager
  • update()
    • Updates code snippet

arcgis.features

• Adds Class documentation:
  • GeoDaskSpatialAccessor
  • GeoDaskSeriesAccessor
• Adds support for TimeDelta and TimeStamp with TimeZone columns to:
  • to_table()
  • to_featureclass()
• GeoAccessor (Spatially Enabled DataFrame)
  • Adds methods:
    • compare()
      • Based on Public Repo Issue #1445
  • Adds capability to compare equality between two instances
  • to_featureclass()
    • Public Repo Issue #1494 - adds processing to replace NA types to None before conversions in arcpy environments
    • adds ability to overwrite
• GeoSeriesAccessor
  • Adds ability to compare two row values for a particular column
• FeatureSet
  • Adds TimeDelta support
• FeatureLayer
  • query_analytics()
    • Updates parameter table formatting for out_analytics

arcgis.features.manage_data

• generate_tesselation()
  • Adds bin_resolution parameter

arcgis.features.managers

• FeatureLayerCollectionManager
  • Adds methods:
    • insert_layer()
  • create_view()
    • Adds warning that the overwrite argument is not supported
• ParcelFabricManager
  • divide()
    • Adds ability to run asynchronously
• UtilityNetworkManager
  • trace()
    • Adds parameter:
      • pbf

arcgis.raster

• Adds support for more STAC datasets through existing methods in the module, notably Earth Search and Planetary computer, and Sentinel Hub STAC APIs:
  • RasterCollection.from_stac_api()
  • Raster.from_stac_item()
• ImageryLayer
  • Adds methods:
    • refresh_service()
    • dimension_profile()
    • query_gps_info()
• RasterCollection
  • Adds new methods:
    • add_field()
    • group_by()
    • merge()
    • reduce()
    • summarize_field()

arcgis.raster.analytics

• Adds functions:
  • derive_continuous_flow()
  • multidimensional_principal_components()
  • predict_using_regression_model()
• Allow aggregation functions (such as max(), mean(), sum(), etc) to accept RasterCollection object as input
• Enhances following functions to support ECD items
  • linear_spectral_unmixing()
  • classify()
  • train_classifier()
  • train_random_trees_regression_model()
• create_image_collection()
  • Adds ability to use RasterCollection objects for the input_rasters argument

arcgis.raster.functions

• Adds functions:
  • surface_parameters()
  • merge_rasters()
  • gradient()
  • region_pixel_count()
• complex()
  • Adds parameters:
    • imaginary_raster
    • value_type

arcgis.raster.orthomapping

• Adds classes:
  • Project
  • Mission
• Methods enhanced to accept Mission object as inputs

arcgis.raster.utils

• Adds support for using FeatureLayer objects as input for mask environment parameters

arcgis.geocoding

• Adds class, enumeration, and function to support the beta Places service
  • get_places_api()
  • PlacesAPI
  • PlaceIdEnums

arcgis.geoenrichment

• Adds verification for necessary capabilities when using functionality only available with specific versions
• create_report()
  • Adds error handling
• enrich()
  • Adds parameter:
    • sanitize_columns

arcgis.geometry

• Geometry
  • convex_hull()
    • Adds support for MultiPoint geometry
    • Updates documentation with formatting information for parameter arguments

arcgis.graph

• apply_edits()
  • Adds note about supported values for input dictionaries

arcgis.mapping

• Working with 2D Maps
  • WebMap
    • Adds support for using secure service layers in operationalLayers of the definition

arcgis.realtime

• StreamLayer
  • subscribe()
    • Raises error when incorrect packages are missing

arcgis.widgets

• MapView
  • Adds check to ensure organization's custom basemap's settings are compatible with Map Viewer

arcgis.apps

• Adds submodule:
  • expbuilder
    • Adds ability to work with Experience Builder items using the API
• storymap
  • Adds content_list property to simplify retrieving elements:
    • Sidecar
    • StoryMap
  • Adds ability to create Sidecar, Swipe, and Timeline nodes from scratch
  • Storymap
    • Adds support for initializing classic Esri Story Map items
  • Sidecar
    • Adds add_action() method to add Map Actions

arcgis.learn

• Data Preparation Methods
  • Adds:
    • estimate_batch_size()
  • prepare_data()
    • Modify function to to accept a list of images to enable mixed-data training
  • prepare_tabulardata()
    • Adds list as option for variable_predict argument to support multivariate and multiple timestep output for TimeSeries models
    • Adds keyword parameter for adding a validation set:
      • random_split
• Automated Machine Learning
  • AutoML
    • Adds support for training image, tabular, and text data together
    • Adds keyword arguments table for initializing with these options:
      • sensitive_variables
      • fairness_metric
      • fairness_threshold
      • privileged_groups
      • unprivileged_groups
• Object Classification Models
  • FeatureClassifier
    • Adds method to report on supported transformer backbones for model:
      • transformer_backbones()
    • Integrates transformer models
• Object Detection Models
  • EfficientDET
    • Adds support information for the data argument
• Image Translation Models
  • Pix2Pix
    • Enhances generation by adding backbone support
  • SuperResolution
    • Adds support for multispectral imagery
    • Adds support for SR3 backbone
• 3d Models
  • Adds model:
    • MMDetection3D
• Feature, Tabular, anad Timeseries models
  • TimeSeriesModel
    • Adds support for LSTM architecture
    • Adds support for batch processing to increase processing speed when using LSTM
• Unstructured Text Models
  • arcgis.learn.text module
    • TextClassifier
      • predict()
        • Adds batch_size parameter to support batch inferencing
    • SequenceToSequence
      • predict()
        • Integrates SHAP by introducing new keyword parameters:
          • explain
          • explain_index
    • InferenceOnlyModels
      • QuestionAnswering
        • get_answer()
          • Enable SHAP with new keyword parameters:
            • explain
            • explain_start_word
            • explain_index

Fixes

• Fixes BUG-000155321 where using pip to install API led to incorrect version of ipywidgets dependency
• Fixes issue with arcgis.gis.admin module improperly loading when installing with pip on non-Windows machines

Guides

• Layers
  • Parcel Fabric
    • Updates to guides to show return values of version properties
• Geocoding
  • Batch Geocoding
    • Adds examples of using analyze_geocode_input()
• Spatial Analysis
  • Feature Analysis
    • Updates data and filtering for better visualization in Summarizing feature data
• Deep Learning
  • 2D Computer Vision
    • Other Imagery Topics
      • Enhancements to How AutoDL Works
• Offline
  • Updates to explanations and code in Managing offline map areas
• Administration
  • Updates to code and explanations in Managing and accessing groups
  • Updates Managing and accessing users to reflect user_types and New Member Defaults
• Content Management
  • Updates Distributed Collaborations to reflect required order of organizations

Samples

• Org Administrators
  • Deprecates Clone StoryMap version 2 as clone_items() method now supports StoryMap items
• GIS analysts and data scientists
  • Updates data for How much green is Delhi as on 13 Oct 2022?
  • Updates for Data Summarization - Construction permits, part 2/2
  • Detecting Super Blooms Using Satellite Image Classification
    • Adds note about displaying Sentinel-2 image and new section for _Downloading and Visualization via SentinelHub API
• Deep Learning
  • 2D Computer Vision
    • Pixel Classification
      • Updates for Land Cover Classification using Satellite Imagery and Deep Learning
    • Feature Extraction
      • Updates requirements for Coastline extraction using Landsat-8 multispectral imagery and band ratio technique
    • Object Classification
      • Updates to Image scene classification using FeatureClassifier
    • Generative Models
      • Updates to:
        • Generating could masks from satellite imagery - Part 1
• Content Publishers
  • Updates data and adds publishing to Using and updating GIS content

Module Changes

arcgis.gis

• GIS
  • Improves support for Multi-IWA authentication
  • Fixes issue when expiration argument not getting applied if internal variables not set
• Item
  • Fixes General Exception error when accessing the layers property for Multi-IWA authenticated Web GIS
  • update()
    • Fixes issue where access key in item_properties failed to update
  • copy_item()
    • Fixes issue where tags doesn't properly format when entered as a list
  • Fixes issue in Jupyter Notebooks where item types did not display with proper icons
  • add_comment()
    • Fixes BUG-000156789 Too many failures error message when using method in ArcGIS Notebooks
• ContentManager
  • add()
    • Fixes issue where access key in item_properties failed to get added properly
    • Fixes builtins.KeyError: 'privateUrl' error on ArcGIS Enterprise for Kubernetes
  • clone_items()
    • Fixes BUG-000150518 where Web App Builder application fails to clone between 10.9 and 10.9.1 Enterprise organizations
    • Fixes BUG-000158101 where cloning from ArcGIS Online to Enterprise configured for IWA authentication failed with Exception: a general error
    • Fixes KeyError: 'owner' when cloning Web Map items with specific content
    • Fixes handling of Esri-owned content which should not be cloned between organizations
    • Fixes BUG-000160370 where ArcGIS Solutions Citizen Problem Reporter or Problem Manager applications failed to clone
  • delete_items()
    • Public Repo Issue #1572 Fixes issue where org_admin users were not able to delete others' items
  • search()
    • ENH-000159413 Fixes documentation and messaging issue and adds link to authoritative source when results contain more than 10,000 items
  • import_data()
    • Fixes Public Repo Issue #1658 where MissingSchema error raised when mapping address to country or subnational area
• Group Fixes issue where administrator could not operate method
  • notify()
    • Updates code snippet to properly reflect input required for users argument
• GroupManager
  • create()
    • Fixes failure when membership_access argument is provided as None
• Layer
  • from_item()
    • Corrects input types accepted for the item argument
• UserManager
  • org_search()
    • Public Repo Issue #1500 - fixes issue where permissions error was returned instead of 0 when logged in anonymously
  • assign_categories()
    • Fixes formatting issue so assignment displays and filters properly when viewing users in browser interface
  • create()
    • Fixes error if default groups are set in the organization's default settings
    • Fixes NoneType error if role argument not provided and New Member Defaults not set
• PortalDataStore
  • register()
    • Updates text_param argument syntax in the code snippet to correct punctuation for boolean value
  • publish_layers()
    • Removed documentation specifying method could run asynchronously

arcgis.gis.admin

• AGOLUsageReports
  • generate_report()
    • Updates documentation for:
      • supported report_type options
      • duration argument to specify requirements
      • specific requirements of the start_time argument
• KubernetesAdmin
  • Fixes issue where certificate manager failed to load (gis.admin.security.certificates)
• UX
  • Fixes issues when None or empty stings passed in as arguments for some settings
  • featured_content
    • Fixes bug where Exception raised when trying to set a specific group
  • summary
    • Fixes failure when calling on new Enterprise organizations
  • set_banner()
    • Fixes issue where enumeration values did not appear in parameter table
• KubeServiceDirectory
  • publish_sd()
    • Fixes issue where incorrectly formatted service_config was being passed

arcgis.gis.server

• Fixes issue where objects authenticated with MultiIWA were not handling servers properly
• Server
  • Fixes UnboundLocalError when folder argument is a folder that does not exist:
    • publish_sd()
    • find()
  • publish_sd()
    • Fixes issue where update of configuration not occurring properly

arcgis.gis.nb

• NotebookServer
  • health_check
    • Fixes issue where SSLError returned because of improperly formatted internal method

arcgis.gis.workflowmanager

• WorkflowManager
  • Fixes import module syntax in code snippet

arcgis.gis.tasks

• TaskManager
  • create()
    • Updates documentation with missing explanation and options for the task_type parameter
• Task
  • update()
    • Updates documentation with missing explanation and options for the task_type parameter

arcgis.features

• FeatureLayer
  • edit_features()
    • Fixes failure when passing in FeatureSet as the argument because it passed empty geometry
  • query()
    • Fixes BUG-000159109 where results are not ordered correctly if both order_by_fields and return_all_records arguments are provided
• Spatially Enabled DataFrame (GeoAccessor)
  • Public Repo Issue #1489 - Fixes AttributeError module 'numpy' has not attribute 'int' with conversion methods
    • methods that begin with string: to*
  • from_parquet()
    • Updates parameter table and code snippets
  • to_featureclass()
    • Fixes issue where python[string] columns caused failure
  • to_table()
    • Fixes issue where sanitize_columns argument doesn't correct invalid column names
  • insert_layer()
    • Fixes FileExistsError issue when temporary processing files are not cleaned up properly
  • from_df()
    • Fixes Public Repo Issue #1646 where rows are truncated from result if the number of rows exceeds the geocoder's MaxBatchSize property
• GeoSeriesAccessor (geom namespace on SHAPE column)
  • angle_distance_to()
    • Deprecates PRESERVE_SHAPE option for method argument
  • intersect()
    • Public Repo Issue #1575 Fixes issue where method returned True for non-intersection geometries
• FeatureSet
  • from_dataframe()
    • Fixes issue where NULL values in string fields prevented proper conversion
• Table
  • edit_features()
    • Fixes Exception 'orient' record not understood error when using a GeoAccessor object as input

arcgis.features.managers

• FeatureLayerCollectionManager
  • create_view()
    • Fixes Public Repo Issue #1523 issue where tag argument was overwritten by source item tags
    • Fixes BUG-000137640 where invalid characters in name where not raising errors
  • overwrite()
    • Fixes Public Repo Issue #1601 where method failed with ConnectionError on ArcGIS Enterprise for Kubernetes
• SyncManager
  • cleanup_change_tracking()
    • Fixes BUG-000152080 where layers argument passed incorrectly leading to Server 400 error
• AttachmentManager
  • search()
    • Fixes issue where maxRecordCount value returned instead of all records by default
  • download()
    • Corrects parameter name in documentation from save_folder to save_path

arcgis.features.manage_data

• generate_tesselation()
  • Fixes TypeError because internal function returns None for bin_resolution value

arcgis.raster

• Raster
  • export_image()
    • Fixes ValueError message when exporting locally even though method functions properly
• ImageryLayer
  • Ensure that 64-bit integer values are handled correctly because of improper datetime handling
  • query()
    • Fixes incorrect output returned if time_filter argument is a datetime.date object

arcgis.raster.analytics

• generate_raster()
  • Fixes issue where output remained constant because of mosaic rule configuration
• convert_raster_to_features()
  • Correct return value in reference documentation
• copy_raster()
  • Fixes Failed to execute error because of improper handling if token not present in token-based authentication

arcgis.raster.functions.RFT

• Fixes issue with incorrect rendering when RFT module is used on a layer

arcgis.geocoding

• geocode()
  • Fixes issue where out_sr argument is not honored on output
• batch_geocode()
  • Fixes Public Repo Issue #1650 issue where function returns FeatureSet with no geometries if any input addresses are empty strings

arcgis.geoenrichment

• create_report()
  • Fixes issue where error reported incorrectly when point geometry used as study_area with out_name argument
• enrich()
  • Fixes Attribute_Error when using analysis_variables argument
  • Fixes Exception: Unable to complete operation error when using an extent object as study_area argument
  • Fixes issue where study_area defined with Walking travel mode does not get correctly enriched
  • Fixes failure when study_areas argument is a Polygon passed in as a dictionary
• Country()
  • enrich()
    • Fixes method to ensure extent, list of BufferStudyArea, Geometry, and GeoAccessor objects are accepted as input

arcgis.geometry

• Geometry
  • Fixes output response and spatial_reference input formats using Geometry Service for:
    • union()
    • convex_hull()

arcgis.mapping

• Working with 2D Maps
  • WebMap
    • gallery_basemaps
      • Fixes issue where property is not honoring value that should be returned based on group setting
    • basemaps
      • Fixes issue where same value returned whether user is authenticated or not
    • save()
      • Public Repo Issue #1484 and BUG-000156142 Fixes issue with tiles only ImageryLayer not appearing in saved Web Map
• Working with Map Service Layers
  • MapImageLayer
    • Fixes internal processing methods to configure urls properly for:
      • metadata
      • export_tiles()
      • estimate_export_tiles_size()

arcgis.widgets

• MapView
  • Fixes BUG-000157292 where gis.map() failed to authenticate when run in Enterprise notebooks
  • add_layer()
    • Fixes visualization issue when opacity is in options argument
    • Fixes ValueError when adding output from geocoding (input passed in as a dictionary)
  • zoom_to_layer()
    • Fixes issue where method would not work on MapImageLayer or MapRasterLayer objects

arcgis.apps

• storymap
  • Storymap
    • credits
      • Fixes issue where child nodes were missing after setting
    • save()
      • Fixes issue where Text node was improperly formatted causing StoryMap to render blank
  • Map
    • set_viewpoint()
      • enhance scale argument to accept dictionary for custom scales
• survey123
  • generate_report()
    • Updates reference documentation with more explanation and code snippets
  • Survey
    • Fixes issue when initializing object with relate FeatureService with non-zero layer indexing
• hub
  • Hub
    • Adds GIS parameter to replace username and password for initialization
  • SiteManager
    • add()
      • Fixes issue with creating sites no longer needing to be a registered app
    • clone()
      • Fixes issue where default values is now set when one was not available in organization properties
  • InitiativeManager
    • clone()
      • Fixes hyperlinks for note and parameter table
    • add()
      • Fixes hyperlink for return value

arcgis.learn

• Fixes GPU utilization during CPU training for multiple models:
  • PSETAE, FeatureClassifier, SuperResolution, ImageCaptioner, Pix2PixHD
• Fixes issue with per_class_metrics() method returning all classes even when setting ignore_classes argument
• Data Preparation Methods
  • prepare_tabulardata()
    • Fixes error when both explanatory_variables and explanatory_rasters arguments are provided
    • Fixes issue when using preprocessors argument where explanatory_variables cannot be passed without using transformation
    • Fixes error for MascRCNN output when exported data contains white space in the class_value key
• Automated Machine Learning
  • AutoML
    • Fixes bug when initializing with fairness_metric keyword argument
    • predict()
      • Fixes incorrect results because of application of fit_transforms instead of transforms during training
    • Fixes issue during training when using mixed data containing images
    • Fixes UnboundLocalError when using data argument prepared with explanatory_variables and variable_predict
    • Fixes NameError when using multiclass classification
    • fairness_score()
      • Fixes ValueError when using sensitive_feature and visualize arguments
• Object Classification Models
  • FeatureClassifier
    • Fixes RuntimeError when using timm backbone
    • Fixes NameError on show_batch() when number of rows exceeds number used to train data
• Object Detection Models
  • Fixes errors when initializing modles with specific backbones
  • MaskRCNN
    • Fixes issue where invalid JSON including NaN in the average precision returned on successful model training
    • fit()
      • Fixes issue where inferencing giving output of 0 length or Null geometries
  • MMDetection
    • Fixes issue URLError when initializing with fcos model
  • EfficientDET
    • Fixes failure on initializing when labels directory contains non-file types
    • save()
      • Adds missing metric information to appropriate files for average_precision_score information
• Pixel Classification Models
  • ChangeDetector
    • predict()
      • Fixes AttributeError _EmptyData error when run from model initialized with a saved dlpk file
  • MaXDeepLab
    • compute_n_masks()
      • Fixes issue where returns value of 0 when run in Linux environment
• Image Translation Models
  • Pix2Pix
    • Fixes AttributeError issue with initializing on outdated datasets
  • Pix2PixHD
    • compute_metrics()
      • Fixes visualization issue when model trained with DSM (1 band) to RGB (3 band) data and per_class_metrics()
  • SuperResolution
    • from_model()
      • Fixes RuntimeError in loading state_dict error when using on Linux platforms
• Feature, Tabular, anad Timeseries models
  • Fixes TypeError on show_results() because of incorrect input format on internal functions
  • PSETAE
    • Fixes incorrect initialization of model when using prepare_data() output prepared with channels_of_interest or classes_of_interest arguments
• Unstructured Text Models
  • Fixes import errors when trying to import submodule on Ubuntu systems
  • arcgis.learn.text module
    • TextClassifier
      • Fixes issue where wrong confidence value was returned if batch_size was greater than 1
• Inferencing Methods
  • detect_objects
    • Fixes error if the tile size varies while inferencing
• Model Management
  • ModelExtension
    • Fixes AttributeError failure for stand alone models on:
      • save()
      • per_class_metrics()