abacusai.api_class.enums

Classes

ApiEnum	Generic enumeration.
ProblemType	Generic enumeration.
RegressionObjective	Generic enumeration.
RegressionTreeHPOMode	Generic enumeration.
PartialDependenceAnalysis	Generic enumeration.
RegressionAugmentationStrategy	Generic enumeration.
RegressionTargetTransform	Generic enumeration.
RegressionTypeOfSplit	Generic enumeration.
RegressionTimeSplitMethod	Generic enumeration.
RegressionLossFunction	Generic enumeration.
ExplainerType	Generic enumeration.
SamplingMethodType	Generic enumeration.
MergeMode	Generic enumeration.
OperatorType	Generic enumeration.
MarkdownOperatorInputType	Generic enumeration.
FillLogic	Generic enumeration.
BatchSize	Generic enumeration.
HolidayCalendars	Generic enumeration.
FileFormat	Generic enumeration.
ExperimentationMode	Generic enumeration.
PersonalizationTrainingMode	Generic enumeration.
PersonalizationObjective	Generic enumeration.
ForecastingObjective	Generic enumeration.
ForecastingFrequency	Generic enumeration.
ForecastingDataSplitType	Generic enumeration.
ForecastingLossFunction	Generic enumeration.
ForecastingLocalScaling	Generic enumeration.
ForecastingFillMethod	Generic enumeration.
ForecastingQuanitlesExtensionMethod	Generic enumeration.
TimeseriesAnomalyDataSplitType	Generic enumeration.
TimeseriesAnomalyTypeOfAnomaly	Generic enumeration.
TimeseriesAnomalyUseHeuristic	Generic enumeration.
NERObjective	Generic enumeration.
NERModelType	Generic enumeration.
NLPDocumentFormat	Generic enumeration.
SentimentType	Generic enumeration.
ClusteringImputationMethod	Generic enumeration.
ConnectorType	Generic enumeration.
ApplicationConnectorType	Generic enumeration.
StreamingConnectorType	Generic enumeration.
PythonFunctionArgumentType	Generic enumeration.
PythonFunctionOutputArgumentType	Generic enumeration.
VectorStoreTextEncoder	Generic enumeration.
LLMName	Generic enumeration.
MonitorAlertType	Generic enumeration.
FeatureDriftType	Generic enumeration.
DataIntegrityViolationType	Generic enumeration.
BiasType	Generic enumeration.
AlertActionType	Generic enumeration.
PythonFunctionType	Generic enumeration.
EvalArtifactType	Generic enumeration.
FieldDescriptorType	Generic enumeration.
WorkflowNodeInputType	Generic enumeration.
WorkflowNodeOutputType	Generic enumeration.
OcrMode	Generic enumeration.
DocumentType	Generic enumeration.
StdDevThresholdType	Generic enumeration.
DataType	Generic enumeration.
AgentInterface	Generic enumeration.
WorkflowNodeTemplateType	Generic enumeration.
ProjectConfigType	Generic enumeration.
CPUSize	Generic enumeration.
MemorySize	Generic enumeration.
ResponseSectionType	Generic enumeration.
CodeLanguage	Generic enumeration.
DeploymentConversationType	Generic enumeration.

Functions

deprecated_enums(*enum_values)

Module Contents

abacusai.api_class.enums.deprecated_enums(*enum_values)

class abacusai.api_class.enums.ApiEnum

Bases: enum.Enum

Generic enumeration.

Derive from this class to define new enumerations.

__deprecated_values__ = []

is_deprecated()

__eq__(other)

__hash__()

class abacusai.api_class.enums.ProblemType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AI_AGENT = 'ai_agent'

EVENT_ANOMALY = 'event_anomaly'

CLUSTERING = 'clustering'

CLUSTERING_TIMESERIES = 'clustering_timeseries'

CUMULATIVE_FORECASTING = 'cumulative_forecasting'

NAMED_ENTITY_EXTRACTION = 'nlp_ner'

NATURAL_LANGUAGE_SEARCH = 'nlp_search'

CHAT_LLM = 'chat_llm'

SENTENCE_BOUNDARY_DETECTION = 'nlp_sentence_boundary_detection'

SENTIMENT_DETECTION = 'nlp_sentiment'

DOCUMENT_CLASSIFICATION = 'nlp_classification'

DOCUMENT_SUMMARIZATION = 'nlp_summarization'

DOCUMENT_VISUALIZATION = 'nlp_document_visualization'

PERSONALIZATION = 'personalization'

PREDICTIVE_MODELING = 'regression'

FINETUNED_LLM = 'finetuned_llm'

FORECASTING = 'forecasting'

CUSTOM_TRAINED_MODEL = 'plug_and_play'

CUSTOM_ALGORITHM = 'trainable_plug_and_play'

FEATURE_STORE = 'feature_store'

IMAGE_CLASSIFICATION = 'vision_classification'

OBJECT_DETECTION = 'vision_object_detection'

IMAGE_VALUE_PREDICTION = 'vision_regression'

MODEL_MONITORING = 'model_monitoring'

LANGUAGE_DETECTION = 'language_detection'

OPTIMIZATION = 'optimization'

PRETRAINED_MODELS = 'pretrained'

THEME_ANALYSIS = 'theme_analysis'

TS_ANOMALY = 'ts_anomaly'

class abacusai.api_class.enums.RegressionObjective

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AUC = 'auc'

ACCURACY = 'acc'

LOG_LOSS = 'log_loss'

PRECISION = 'precision'

RECALL = 'recall'

F1_SCORE = 'fscore'

MAE = 'mae'

MAPE = 'mape'

WAPE = 'wape'

RMSE = 'rmse'

R_SQUARED_COEFFICIENT_OF_DETERMINATION = 'r^2'

class abacusai.api_class.enums.RegressionTreeHPOMode

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

RAPID = 'rapid'

THOROUGH = 'thorough'

class abacusai.api_class.enums.PartialDependenceAnalysis

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

RAPID = 'rapid'

THOROUGH = 'thorough'

class abacusai.api_class.enums.RegressionAugmentationStrategy

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

SMOTE = 'smote'

RESAMPLE = 'resample'

class abacusai.api_class.enums.RegressionTargetTransform

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

LOG = 'log'

QUANTILE = 'quantile'

YEO_JOHNSON = 'yeo-johnson'

BOX_COX = 'box-cox'

class abacusai.api_class.enums.RegressionTypeOfSplit

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

RANDOM = 'Random Sampling'

TIMESTAMP_BASED = 'Timestamp Based'

ROW_INDICATOR_BASED = 'Row Indicator Based'

STRATIFIED_RANDOM_SAMPLING = 'Stratified Random Sampling'

class abacusai.api_class.enums.RegressionTimeSplitMethod

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

TEST_SPLIT_PERCENTAGE_BASED = 'Test Split Percentage Based'

TEST_START_TIMESTAMP_BASED = 'Test Start Timestamp Based'

class abacusai.api_class.enums.RegressionLossFunction

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

HUBER = 'Huber'

MSE = 'Mean Squared Error'

MAE = 'Mean Absolute Error'

MAPE = 'Mean Absolute Percentage Error'

MSLE = 'Mean Squared Logarithmic Error'

TWEEDIE = 'Tweedie'

CROSS_ENTROPY = 'Cross Entropy'

FOCAL_CROSS_ENTROPY = 'Focal Cross Entropy'

AUTOMATIC = 'Automatic'

CUSTOM = 'Custom'

class abacusai.api_class.enums.ExplainerType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

KERNEL_EXPLAINER = 'KERNEL_EXPLAINER'

LIME_EXPLAINER = 'LIME_EXPLAINER'

TREE_EXPLAINER = 'TREE_EXPLAINER'

EBM_EXPLAINER = 'EBM_EXPLAINER'

class abacusai.api_class.enums.SamplingMethodType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

N_SAMPLING = 'N_SAMPLING'

PERCENT_SAMPLING = 'PERCENT_SAMPLING'

class abacusai.api_class.enums.MergeMode

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

LAST_N = 'LAST_N'

TIME_WINDOW = 'TIME_WINDOW'

class abacusai.api_class.enums.OperatorType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

UNPIVOT = 'UNPIVOT'

MARKDOWN = 'MARKDOWN'

CRAWLER = 'CRAWLER'

EXTRACT_DOCUMENT_DATA = 'EXTRACT_DOCUMENT_DATA'

DATA_GENERATION = 'DATA_GENERATION'

UNION = 'UNION'

class abacusai.api_class.enums.MarkdownOperatorInputType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

HTML = 'HTML'

class abacusai.api_class.enums.FillLogic

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AVERAGE = 'average'

MAX = 'max'

MEDIAN = 'median'

MIN = 'min'

CUSTOM = 'custom'

BACKFILL = 'bfill'

FORWARDFILL = 'ffill'

LINEAR = 'linear'

NEAREST = 'nearest'

class abacusai.api_class.enums.BatchSize

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

BATCH_8 = 8

BATCH_16 = 16

BATCH_32 = 32

BATCH_64 = 64

BATCH_128 = 128

BATCH_256 = 256

BATCH_384 = 384

BATCH_512 = 512

BATCH_740 = 740

BATCH_1024 = 1024

class abacusai.api_class.enums.HolidayCalendars

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AU = 'AU'

UK = 'UK'

US = 'US'

class abacusai.api_class.enums.FileFormat

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AVRO = 'AVRO'

PARQUET = 'PARQUET'

TFRECORD = 'TFRECORD'

TSV = 'TSV'

CSV = 'CSV'

ORC = 'ORC'

JSON = 'JSON'

ODS = 'ODS'

XLS = 'XLS'

GZ = 'GZ'

ZIP = 'ZIP'

TAR = 'TAR'

DOCX = 'DOCX'

PDF = 'PDF'

MD = 'md'

RAR = 'RAR'

JPEG = 'JPG'

PNG = 'PNG'

TIF = 'TIFF'

NUMBERS = 'NUMBERS'

PPTX = 'PPTX'

PPT = 'PPT'

HTML = 'HTML'

TXT = 'txt'

EML = 'eml'

MP3 = 'MP3'

MP4 = 'MP4'

FLV = 'flv'

MOV = 'mov'

MPG = 'mpg'

MPEG = 'mpeg'

WEBM = 'webm'

WMV = 'wmv'

MSG = 'msg'

class abacusai.api_class.enums.ExperimentationMode

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

RAPID = 'rapid'

THOROUGH = 'thorough'

class abacusai.api_class.enums.PersonalizationTrainingMode

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

EXPERIMENTAL = 'EXP'

PRODUCTION = 'PROD'

class abacusai.api_class.enums.PersonalizationObjective

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

NDCG = 'ndcg'

NDCG_5 = 'ndcg@5'

NDCG_10 = 'ndcg@10'

MAP = 'map'

MAP_5 = 'map@5'

MAP_10 = 'map@10'

MRR = 'mrr'

PERSONALIZATION = 'personalization@10'

COVERAGE = 'coverage'

class abacusai.api_class.enums.ForecastingObjective

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

ACCURACY = 'w_c_accuracy'

WAPE = 'wape'

MAPE = 'mape'

CMAPE = 'cmape'

RMSE = 'rmse'

CV = 'coefficient_of_variation'

BIAS = 'bias'

SRMSE = 'srmse'

class abacusai.api_class.enums.ForecastingFrequency

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

HOURLY = '1H'

DAILY = '1D'

WEEKLY_SUNDAY_START = '1W'

WEEKLY_MONDAY_START = 'W-MON'

WEEKLY_SATURDAY_START = 'W-SAT'

MONTH_START = 'MS'

MONTH_END = '1M'

QUARTER_START = 'QS'

QUARTER_END = '1Q'

YEARLY = '1Y'

class abacusai.api_class.enums.ForecastingDataSplitType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AUTO = 'Automatic Time Based'

TIMESTAMP = 'Timestamp Based'

ITEM = 'Item Based'

PREDICTION_LENGTH = 'Force Prediction Length'

L_SHAPED_AUTO = 'L-shaped Split - Automatic Time Based'

L_SHAPED_TIMESTAMP = 'L-shaped Split - Timestamp Based'

class abacusai.api_class.enums.ForecastingLossFunction

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

CUSTOM = 'Custom'

MEAN_ABSOLUTE_ERROR = 'mae'

NORMALIZED_MEAN_ABSOLUTE_ERROR = 'nmae'

PEAKS_MEAN_ABSOLUTE_ERROR = 'peaks_mae'

MEAN_ABSOLUTE_PERCENTAGE_ERROR = 'stable_mape'

POINTWISE_ACCURACY = 'accuracy'

ROOT_MEAN_SQUARE_ERROR = 'rmse'

NORMALIZED_ROOT_MEAN_SQUARE_ERROR = 'nrmse'

ASYMMETRIC_MEAN_ABSOLUTE_PERCENTAGE_ERROR = 'asymmetric_mape'

STABLE_STANDARDIZED_MEAN_ABSOLUTE_PERCENTAGE_ERROR = 'stable_standardized_mape_with_cmape'

GAUSSIAN = 'mle_gaussian_local'

GAUSSIAN_FULL_COVARIANCE = 'mle_gaussfullcov'

GUASSIAN_EXPONENTIAL = 'mle_gaussexp'

MIX_GAUSSIANS = 'mle_gaussmix'

WEIBULL = 'mle_weibull'

NEGATIVE_BINOMIAL = 'mle_negbinom'

LOG_ROOT_MEAN_SQUARE_ERROR = 'log_rmse'

class abacusai.api_class.enums.ForecastingLocalScaling

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

ZSCORE = 'zscore'

SLIDING_ZSCORE = 'sliding_zscore'

LAST_POINT = 'lastpoint'

MIN_MAX = 'minmax'

MIN_STD = 'minstd'

ROBUST = 'robust'

ITEM = 'item'

class abacusai.api_class.enums.ForecastingFillMethod

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

BACK = 'BACK'

MIDDLE = 'MIDDLE'

FUTURE = 'FUTURE'

class abacusai.api_class.enums.ForecastingQuanitlesExtensionMethod

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

DIRECT = 'direct'

QUADRATIC = 'quadratic'

ANCESTRAL_SIMULATION = 'simulation'

class abacusai.api_class.enums.TimeseriesAnomalyDataSplitType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AUTO = 'Automatic Time Based'

TIMESTAMP = 'Fixed Timestamp Based'

class abacusai.api_class.enums.TimeseriesAnomalyTypeOfAnomaly

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

HIGH_PEAK = 'high_peak'

LOW_PEAK = 'low_peak'

class abacusai.api_class.enums.TimeseriesAnomalyUseHeuristic

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

ENABLE = 'enable'

DISABLE = 'disable'

AUTOMATIC = 'automatic'

class abacusai.api_class.enums.NERObjective

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

LOG_LOSS = 'log_loss'

AUC = 'auc'

PRECISION = 'precision'

RECALL = 'recall'

ANNOTATIONS_PRECISION = 'annotations_precision'

ANNOTATIONS_RECALL = 'annotations_recall'

class abacusai.api_class.enums.NERModelType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

PRETRAINED_BERT = 'pretrained_bert'

PRETRAINED_ROBERTA_27 = 'pretrained_roberta_27'

PRETRAINED_ROBERTA_43 = 'pretrained_roberta_43'

PRETRAINED_MULTILINGUAL = 'pretrained_multilingual'

LEARNED = 'learned'

class abacusai.api_class.enums.NLPDocumentFormat

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AUTO = 'auto'

TEXT = 'text'

DOC = 'doc'

TOKENS = 'tokens'

class abacusai.api_class.enums.SentimentType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

VALENCE = 'valence'

EMOTION = 'emotion'

class abacusai.api_class.enums.ClusteringImputationMethod

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AUTOMATIC = 'Automatic'

ZEROS = 'Zeros'

INTERPOLATE = 'Interpolate'

class abacusai.api_class.enums.ConnectorType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

FILE = 'FILE'

DATABASE = 'DATABASE'

STREAMING = 'STREAMING'

APPLICATION = 'APPLICATION'

class abacusai.api_class.enums.ApplicationConnectorType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

GOOGLEANALYTICS = 'GOOGLEANALYTICS'

GOOGLEDRIVE = 'GOOGLEDRIVE'

GIT = 'GIT'

CONFLUENCE = 'CONFLUENCE'

JIRA = 'JIRA'

ONEDRIVE = 'ONEDRIVE'

ZENDESK = 'ZENDESK'

SLACK = 'SLACK'

SHAREPOINT = 'SHAREPOINT'

TEAMS = 'TEAMS'

ABACUSUSAGEMETRICS = 'ABACUSUSAGEMETRICS'

MICROSOFTAUTH = 'MICROSOFTAUTH'

FRESHSERVICE = 'FRESHSERVICE'

ZENDESKSUNSHINEMESSAGING = 'ZENDESKSUNSHINEMESSAGING'

GOOGLEDRIVEUSER = 'GOOGLEDRIVEUSER'

GOOGLEWORKSPACEUSER = 'GOOGLEWORKSPACEUSER'

GMAILUSER = 'GMAILUSER'

GOOGLECALENDAR = 'GOOGLECALENDAR'

GOOGLESHEETS = 'GOOGLESHEETS'

GOOGLEDOCS = 'GOOGLEDOCS'

ONEDRIVEUSER = 'ONEDRIVEUSER'

TEAMSSCRAPER = 'TEAMSSCRAPER'

GITHUBUSER = 'GITHUBUSER'

OKTASAML = 'OKTASAML'

class abacusai.api_class.enums.StreamingConnectorType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

KAFKA = 'KAFKA'

class abacusai.api_class.enums.PythonFunctionArgumentType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

FEATURE_GROUP = 'FEATURE_GROUP'

INTEGER = 'INTEGER'

STRING = 'STRING'

BOOLEAN = 'BOOLEAN'

FLOAT = 'FLOAT'

JSON = 'JSON'

LIST = 'LIST'

DATASET_ID = 'DATASET_ID'

MODEL_ID = 'MODEL_ID'

FEATURE_GROUP_ID = 'FEATURE_GROUP_ID'

MONITOR_ID = 'MONITOR_ID'

BATCH_PREDICTION_ID = 'BATCH_PREDICTION_ID'

DEPLOYMENT_ID = 'DEPLOYMENT_ID'

class abacusai.api_class.enums.PythonFunctionOutputArgumentType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

NTEGER = 'INTEGER'

STRING = 'STRING'

BOOLEAN = 'BOOLEAN'

FLOAT = 'FLOAT'

JSON = 'JSON'

LIST = 'LIST'

DATASET_ID = 'DATASET_ID'

MODEL_ID = 'MODEL_ID'

FEATURE_GROUP_ID = 'FEATURE_GROUP_ID'

MONITOR_ID = 'MONITOR_ID'

BATCH_PREDICTION_ID = 'BATCH_PREDICTION_ID'

DEPLOYMENT_ID = 'DEPLOYMENT_ID'

ANY = 'ANY'

class abacusai.api_class.enums.VectorStoreTextEncoder

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

E5 = 'E5'

OPENAI = 'OPENAI'

OPENAI_COMPACT = 'OPENAI_COMPACT'

OPENAI_LARGE = 'OPENAI_LARGE'

SENTENCE_BERT = 'SENTENCE_BERT'

E5_SMALL = 'E5_SMALL'

CODE_BERT = 'CODE_BERT'

class abacusai.api_class.enums.LLMName

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

OPENAI_GPT4 = 'OPENAI_GPT4'

OPENAI_GPT4_32K = 'OPENAI_GPT4_32K'

OPENAI_GPT4_128K = 'OPENAI_GPT4_128K'

OPENAI_GPT4_128K_LATEST = 'OPENAI_GPT4_128K_LATEST'

OPENAI_GPT4O = 'OPENAI_GPT4O'

OPENAI_GPT4O_MINI = 'OPENAI_GPT4O_MINI'

OPENAI_GPT3_5 = 'OPENAI_GPT3_5'

OPENAI_GPT3_5_TEXT = 'OPENAI_GPT3_5_TEXT'

LLAMA3_1_405B = 'LLAMA3_1_405B'

LLAMA3_1_70B = 'LLAMA3_1_70B'

LLAMA3_1_8B = 'LLAMA3_1_8B'

LLAMA3_LARGE_CHAT = 'LLAMA3_LARGE_CHAT'

CLAUDE_V3_OPUS = 'CLAUDE_V3_OPUS'

CLAUDE_V3_SONNET = 'CLAUDE_V3_SONNET'

CLAUDE_V3_HAIKU = 'CLAUDE_V3_HAIKU'

CLAUDE_V3_5_SONNET = 'CLAUDE_V3_5_SONNET'

CLAUDE_V3_5_HAIKU = 'CLAUDE_V3_5_HAIKU'

GEMINI_1_5_PRO = 'GEMINI_1_5_PRO'

ABACUS_SMAUG3 = 'ABACUS_SMAUG3'

ABACUS_DRACARYS = 'ABACUS_DRACARYS'

QWEN_2_5_32B = 'QWEN_2_5_32B'

GEMINI_1_5_FLASH = 'GEMINI_1_5_FLASH'

class abacusai.api_class.enums.MonitorAlertType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

ACCURACY_BELOW_THRESHOLD = 'AccuracyBelowThreshold'

FEATURE_DRIFT = 'FeatureDrift'

DATA_INTEGRITY_VIOLATIONS = 'DataIntegrityViolations'

BIAS_VIOLATIONS = 'BiasViolations'

HISTORY_LENGTH_DRIFT = 'HistoryLengthDrift'

TARGET_DRIFT = 'TargetDrift'

PREDICTION_COUNT = 'PredictionCount'

class abacusai.api_class.enums.FeatureDriftType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

KL = 'kl'

KS = 'ks'

WS = 'ws'

JS = 'js'

PSI = 'psi'

CHI_SQUARE = 'chi_square'

CSI = 'csi'

class abacusai.api_class.enums.DataIntegrityViolationType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

NULL_VIOLATIONS = 'null_violations'

RANGE_VIOLATIONS = 'range_violations'

CATEGORICAL_RANGE_VIOLATION = 'categorical_range_violations'

TOTAL_VIOLATIONS = 'total_violations'

class abacusai.api_class.enums.BiasType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

DEMOGRAPHIC_PARITY = 'demographic_parity'

EQUAL_OPPORTUNITY = 'equal_opportunity'

GROUP_BENEFIT_EQUALITY = 'group_benefit'

TOTAL = 'total'

class abacusai.api_class.enums.AlertActionType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

EMAIL = 'Email'

class abacusai.api_class.enums.PythonFunctionType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

FEATURE_GROUP = 'FEATURE_GROUP'

PLOTLY_FIG = 'PLOTLY_FIG'

STEP_FUNCTION = 'STEP_FUNCTION'

class abacusai.api_class.enums.EvalArtifactType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

FORECASTING_ACCURACY = 'bar_chart'

FORECASTING_VOLUME = 'bar_chart_volume'

FORECASTING_HISTORY_LENGTH_ACCURACY = 'bar_chart_accuracy_by_history'

class abacusai.api_class.enums.FieldDescriptorType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

STRING = 'STRING'

INTEGER = 'INTEGER'

FLOAT = 'FLOAT'

BOOLEAN = 'BOOLEAN'

DATETIME = 'DATETIME'

DATE = 'DATE'

class abacusai.api_class.enums.WorkflowNodeInputType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

USER_INPUT = 'USER_INPUT'

WORKFLOW_VARIABLE = 'WORKFLOW_VARIABLE'

class abacusai.api_class.enums.WorkflowNodeOutputType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

ATTACHMENT = 'ATTACHMENT'

BOOLEAN = 'BOOLEAN'

FLOAT = 'FLOAT'

INTEGER = 'INTEGER'

DICT = 'DICT'

LIST = 'LIST'

STRING = 'STRING'

RUNTIME_SCHEMA = 'RUNTIME_SCHEMA'

ANY = 'ANY'

classmethod normalize_type(python_type)

Parameters:

python_type (Union[str, type, None, WorkflowNodeOutputType])

Return type:

WorkflowNodeOutputType

class abacusai.api_class.enums.OcrMode

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AUTO = 'AUTO'

DEFAULT = 'DEFAULT'

LAYOUT = 'LAYOUT'

SCANNED = 'SCANNED'

COMPREHENSIVE = 'COMPREHENSIVE'

COMPREHENSIVE_V2 = 'COMPREHENSIVE_V2'

COMPREHENSIVE_TABLE_MD = 'COMPREHENSIVE_TABLE_MD'

COMPREHENSIVE_FORM_MD = 'COMPREHENSIVE_FORM_MD'

COMPREHENSIVE_FORM_AND_TABLE_MD = 'COMPREHENSIVE_FORM_AND_TABLE_MD'

TESSERACT_FAST = 'TESSERACT_FAST'

LLM = 'LLM'

AUGMENTED_LLM = 'AUGMENTED_LLM'

classmethod aws_ocr_modes()

class abacusai.api_class.enums.DocumentType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

SIMPLE_TEXT = 'SIMPLE_TEXT'

TEXT = 'TEXT'

TABLES_AND_FORMS = 'TABLES_AND_FORMS'

EMBEDDED_IMAGES = 'EMBEDDED_IMAGES'

SCANNED_TEXT = 'SCANNED_TEXT'

classmethod is_ocr_forced(document_type)

Parameters:

document_type (DocumentType)

class abacusai.api_class.enums.StdDevThresholdType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

ABSOLUTE = 'ABSOLUTE'

PERCENTILE = 'PERCENTILE'

STDDEV = 'STDDEV'

class abacusai.api_class.enums.DataType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

INTEGER = 'integer'

FLOAT = 'float'

STRING = 'string'

DATE = 'date'

DATETIME = 'datetime'

BOOLEAN = 'boolean'

LIST = 'list'

STRUCT = 'struct'

NULL = 'null'

BINARY = 'binary'

class abacusai.api_class.enums.AgentInterface

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

DEFAULT = 'DEFAULT'

CHAT = 'CHAT'

MATRIX = 'MATRIX'

AUTONOMOUS = 'AUTONOMOUS'

class abacusai.api_class.enums.WorkflowNodeTemplateType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

TRIGGER = 'trigger'

DEFAULT = 'default'

class abacusai.api_class.enums.ProjectConfigType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

CONSTRAINTS = 'CONSTRAINTS'

CHAT_FEEDBACK = 'CHAT_FEEDBACK'

REVIEW_MODE = 'REVIEW_MODE'

class abacusai.api_class.enums.CPUSize

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

SMALL = 'small'

MEDIUM = 'medium'

LARGE = 'large'

class abacusai.api_class.enums.MemorySize

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

SMALL = 16

MEDIUM = 32

LARGE = 64

XLARGE = 128

classmethod from_value(value)

class abacusai.api_class.enums.ResponseSectionType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

AGENT_FLOW_BUTTON = 'agent_flow_button'

ATTACHMENTS = 'attachments'

BASE64_IMAGE = 'base64_image'

CHART = 'chart'

CODE = 'code'

COLLAPSIBLE_COMPONENT = 'collapsible_component'

IMAGE_URL = 'image_url'

RUNTIME_SCHEMA = 'runtime_schema'

LIST = 'list'

TABLE = 'table'

TEXT = 'text'

class abacusai.api_class.enums.CodeLanguage

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

PYTHON = 'python'

SQL = 'sql'

class abacusai.api_class.enums.DeploymentConversationType

Bases: ApiEnum

Generic enumeration.

Derive from this class to define new enumerations.

CHAT_LLM = 'CHATLLM'

SIMPLE_AGENT = 'SIMPLE_AGENT'

COMPLEX_AGENT = 'COMPLEX_AGENT'

WORKFLOW_AGENT = 'WORKFLOW_AGENT'

COPILOT = 'COPILOT'

AGENT_CONTROLLER = 'AGENT_CONTROLLER'

CODE_LLM = 'CODE_LLM'