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org.elasticsearch.xpack.core.ml.config_index_mappings.json Maven / Gradle / Ivy
{
"${xpack.ml.mapping_type}" : {
"_meta" : {
"version" : "${xpack.ml.version}"
},
"dynamic_templates" : [
{
"strings_as_keywords" : {
"match" : "*",
"mapping" : {
"type" : "keyword"
}
}
}
],
"properties" : {
"aggregations" : {
"type" : "object",
"enabled" : false
},
"allow_lazy_open" : {
"type" : "keyword"
},
"allow_lazy_start" : {
"type" : "keyword"
},
"analysis" : {
"properties" : {
"classification" : {
"properties" : {
"alpha" : {
"type" : "double"
},
"dependent_variable" : {
"type" : "keyword"
},
"downsample_factor" : {
"type" : "double"
},
"early_stopping_enabled" : {
"type": "boolean"
},
"eta" : {
"type" : "double"
},
"eta_growth_rate_per_tree" : {
"type" : "double"
},
"feature_bag_fraction" : {
"type" : "double"
},
"feature_processors": {
"enabled": false
},
"gamma" : {
"type" : "double"
},
"lambda" : {
"type" : "double"
},
"max_optimization_rounds_per_hyperparameter" : {
"type" : "integer"
},
"max_trees" : {
"type" : "integer"
},
"class_assignment_objective" : {
"type" : "keyword"
},
"num_top_classes" : {
"type" : "integer"
},
"num_top_feature_importance_values" : {
"type" : "integer"
},
"prediction_field_name" : {
"type" : "keyword"
},
"randomize_seed" : {
"type" : "keyword"
},
"soft_tree_depth_limit" : {
"type" : "double"
},
"soft_tree_depth_tolerance" : {
"type" : "double"
},
"training_percent" : {
"type" : "double"
}
}
},
"outlier_detection" : {
"properties" : {
"compute_feature_influence" : {
"type" : "keyword"
},
"feature_influence_threshold" : {
"type" : "double"
},
"method" : {
"type" : "keyword"
},
"outlier_fraction" : {
"type" : "keyword"
},
"n_neighbors" : {
"type" : "integer"
},
"standardization_enabled" : {
"type" : "keyword"
}
}
},
"regression" : {
"properties" : {
"alpha" : {
"type" : "double"
},
"dependent_variable" : {
"type" : "keyword"
},
"downsample_factor" : {
"type" : "double"
},
"early_stopping_enabled" : {
"type": "boolean"
},
"eta" : {
"type" : "double"
},
"eta_growth_rate_per_tree" : {
"type" : "double"
},
"feature_bag_fraction" : {
"type" : "double"
},
"feature_processors": {
"enabled": false
},
"gamma" : {
"type" : "double"
},
"lambda" : {
"type" : "double"
},
"loss_function" : {
"type" : "keyword"
},
"loss_function_parameter" : {
"type" : "double"
},
"max_optimization_rounds_per_hyperparameter" : {
"type" : "integer"
},
"max_trees" : {
"type" : "integer"
},
"num_top_feature_importance_values" : {
"type" : "integer"
},
"prediction_field_name" : {
"type" : "keyword"
},
"randomize_seed" : {
"type" : "keyword"
},
"soft_tree_depth_limit" : {
"type" : "double"
},
"soft_tree_depth_tolerance" : {
"type" : "double"
},
"training_percent" : {
"type" : "double"
}
}
}
}
},
"analysis_config" : {
"properties" : {
"bucket_span" : {
"type" : "keyword"
},
"categorization_analyzer" : {
"type" : "object",
"enabled" : false
},
"categorization_field_name" : {
"type" : "keyword"
},
"categorization_filters" : {
"type" : "keyword"
},
"detectors" : {
"properties" : {
"by_field_name" : {
"type" : "keyword"
},
"custom_rules" : {
"type" : "nested",
"properties" : {
"actions" : {
"type" : "keyword"
},
"conditions" : {
"type" : "nested",
"properties" : {
"applies_to" : {
"type" : "keyword"
},
"operator" : {
"type" : "keyword"
},
"value" : {
"type" : "double"
}
}
},
"scope" : {
"type" : "object",
"enabled" : false
}
}
},
"detector_description" : {
"type" : "text"
},
"detector_index" : {
"type" : "integer"
},
"exclude_frequent" : {
"type" : "keyword"
},
"field_name" : {
"type" : "keyword"
},
"function" : {
"type" : "keyword"
},
"over_field_name" : {
"type" : "keyword"
},
"partition_field_name" : {
"type" : "keyword"
},
"use_null" : {
"type" : "boolean"
}
}
},
"influencers" : {
"type" : "keyword"
},
"latency" : {
"type" : "keyword"
},
"multivariate_by_fields" : {
"type" : "boolean"
},
"per_partition_categorization" : {
"properties" : {
"enabled" : {
"type" : "boolean"
},
"stop_on_warn" : {
"type" : "boolean"
}
}
},
"summary_count_field_name" : {
"type" : "keyword"
}
}
},
"analysis_limits" : {
"properties" : {
"categorization_examples_limit" : {
"type" : "long"
},
"model_memory_limit" : {
"type" : "keyword"
}
}
},
"analyzed_fields" : {
"type" : "object",
"enabled" : false
},
"background_persist_interval" : {
"type" : "keyword"
},
"chunking_config" : {
"properties" : {
"mode" : {
"type" : "keyword"
},
"time_span" : {
"type" : "keyword"
}
}
},
"config_type" : {
"type" : "keyword"
},
"create_time" : {
"type" : "date"
},
"custom_settings" : {
"type" : "object",
"enabled" : false
},
"daily_model_snapshot_retention_after_days" : {
"type" : "long"
},
"data_description" : {
"properties" : {
"field_delimiter" : {
"type" : "keyword"
},
"format" : {
"type" : "keyword"
},
"quote_character" : {
"type" : "keyword"
},
"time_field" : {
"type" : "keyword"
},
"time_format" : {
"type" : "keyword"
}
}
},
"datafeed_id" : {
"type" : "keyword"
},
"delayed_data_check_config" : {
"properties" : {
"check_window" : {
"type" : "keyword"
},
"enabled" : {
"type" : "boolean"
}
}
},
"deleting" : {
"type" : "keyword"
},
"description" : {
"type" : "text"
},
"dest" : {
"properties" : {
"index" : {
"type" : "keyword"
},
"results_field" : {
"type" : "keyword"
}
}
},
"finished_time" : {
"type" : "date"
},
"frequency" : {
"type" : "keyword"
},
"groups" : {
"type" : "keyword"
},
"headers" : {
"type" : "object",
"enabled" : false
},
"id" : {
"type" : "keyword"
},
"indices" : {
"type" : "keyword"
},
"indices_options": {
"type" : "object",
"enabled" : false
},
"job_id" : {
"type" : "keyword"
},
"job_type" : {
"type" : "keyword"
},
"job_version" : {
"type" : "keyword"
},
"max_empty_searches" : {
"type" : "keyword"
},
"max_num_threads" : {
"type" : "integer"
},
"model_memory_limit": {
"type" : "keyword"
},
"model_plot_config" : {
"properties" : {
"enabled" : {
"type" : "boolean"
},
"terms" : {
"type" : "keyword"
},
"annotations_enabled" : {
"type" : "boolean"
}
}
},
"model_snapshot_id" : {
"type" : "keyword"
},
"model_snapshot_min_version" : {
"type" : "keyword"
},
"model_snapshot_retention_days" : {
"type" : "long"
},
"query" : {
"type" : "object",
"enabled" : false
},
"query_delay" : {
"type" : "keyword"
},
"renormalization_window_days" : {
"type" : "long"
},
"results_index_name" : {
"type" : "keyword"
},
"results_retention_days" : {
"type" : "long"
},
"runtime_mappings" : {
"type" : "object",
"enabled" : false
},
"script_fields" : {
"type" : "object",
"enabled" : false
},
"scroll_size" : {
"type" : "long"
},
"source" : {
"properties" : {
"_source" : {
"type" : "object",
"enabled" : false
},
"index" : {
"type" : "keyword"
},
"query" : {
"type" : "object",
"enabled" : false
}
}
},
"version" : {
"type" : "keyword"
}
}
}
}
