# Atoti Hub: Atoti Engine Atoti Python SDK 0.9 ## 0.9 ### Releases and upgrades - [Release notes](https://docs.activeviam.com/engine/python-sdk/0.9/release_notes.md): Release notes - [Changelog](https://docs.activeviam.com/engine/python-sdk/0.9/changelog.md): Detailed list of all changes in the Atoti Python SDK ### Getting started - [Getting started](https://docs.activeviam.com/engine/python-sdk/0.9/getting_started/index.md): Getting started with Atoti - [Installation](https://docs.activeviam.com/engine/python-sdk/0.9/getting_started/installation.md): Guide to install Atoti - [Tutorial](https://docs.activeviam.com/engine/python-sdk/0.9/getting_started/tutorial/tutorial.md) - [Plugins](https://docs.activeviam.com/engine/python-sdk/0.9/getting_started/plugins.md) #### Deployment - [Deployment](https://docs.activeviam.com/engine/python-sdk/0.9/getting_started/deployment/index.md): Deploying an application in production - [Going from a notebook to an app](https://docs.activeviam.com/engine/python-sdk/0.9/getting_started/deployment/going_from_a_notebook_to_an_app.md): Starting a production-ready project from a notebook - [Deployment setup](https://docs.activeviam.com/engine/python-sdk/0.9/getting_started/deployment/deployment_setup.md): Setting up an application before deploying it - [Bare-metal deployment](https://docs.activeviam.com/engine/python-sdk/0.9/getting_started/deployment/bare_metal_deployment.md): Deploying on bare-metal - [Dockerized deployment](https://docs.activeviam.com/engine/python-sdk/0.9/getting_started/deployment/dockerized_deployment.md): Deploying an application with a Docker container ### Guides - [Guides](https://docs.activeviam.com/engine/python-sdk/0.9/guides/index.md): Guides - [Unlocking all features](https://docs.activeviam.com/engine/python-sdk/0.9/guides/unlocking_all_features.md) - [Securing a session](https://docs.activeviam.com/engine/python-sdk/0.9/guides/securing_a_session.md) - [Using DirectQuery](https://docs.activeviam.com/engine/python-sdk/0.9/guides/using_directquery.md) - [Scaling with distribution](https://docs.activeviam.com/engine/python-sdk/0.9/guides/scaling_with_distribution.md) - [Extending the app](https://docs.activeviam.com/engine/python-sdk/0.9/guides/extending_the_app.md) - [Connecting from Excel](https://docs.activeviam.com/engine/python-sdk/0.9/guides/connecting_from_excel.md) - [Watching local files](https://docs.activeviam.com/engine/python-sdk/0.9/guides/watching_local_files.md) - [Generating PDF reports](https://docs.activeviam.com/engine/python-sdk/0.9/guides/generating_pdf_reports.md) ### API - [API](https://docs.activeviam.com/engine/python-sdk/0.9/api/index.md) - [atoti_jupyterlab](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_jupyterlab.md) - [atoti_spring_boot_admin](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_spring_boot_admin.md) - [atoti_storage_gcp](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_storage_gcp.md) #### atoti - [atoti](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.md) - [atoti.AggregateCache](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.aggregate_cache.md) - [App extensions](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.app_extension.md) - [atoti.ClientSideEncryptionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.client_side_encryption_config.md) - [atoti.ClusterDefinition](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.cluster_definition.md) - [atoti.Column](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.column.md) - [atoti.Cube](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.cube.md) - [atoti.cubes.Cubes](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.cubes.md) - [atoti.experimental()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.experimental.md) - [atoti.hierarchies.Hierarchies](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.hierarchies.md) - [atoti.Hierarchy](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.hierarchy.md) - [atoti.KeyPair](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.key_pair.md) - [atoti.Level](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.level.md) - [atoti.levels.Levels](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.levels.md) - [atoti.mapping_lookup()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.mapping_lookup.md) - [atoti.MdxQueryResult](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.mdx_query_result.md) - [atoti.Measure](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.measure.md) - [atoti.measures.Measures](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.measures.md) - [atoti.proxy.Proxy](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.proxy.md) - [atoti.Session](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.session.md) - [atoti.Table](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.table.md) - [atoti.tables.Tables](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.tables.md) - [Data types](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.type.md) - [atoti.User](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.user.md) ##### Aggregation functions - [Aggregation functions](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.md) - [atoti.agg.count_distinct()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.count_distinct.md) - [atoti.agg.distinct()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.distinct.md) - [atoti.agg.long()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.long.md) - [atoti.agg.max()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.max.md) - [atoti.agg.max_member()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.max_member.md) - [atoti.agg.mean()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.mean.md) - [atoti.agg.median()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.median.md) - [atoti.agg.min()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.min.md) - [atoti.agg.min_member()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.min_member.md) - [atoti.agg.prod()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.prod.md) - [atoti.agg.quantile()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.quantile.md) - [atoti.agg.short()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.short.md) - [atoti.agg.single_value()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.single_value.md) - [atoti.agg.square_sum()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.square_sum.md) - [atoti.agg.std()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.std.md) - [atoti.agg.sum()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.sum.md) - [atoti.agg.sum_product()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.sum_product.md) - [atoti.agg.var()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.agg.var.md) ##### Aggregate provider - [Aggregate provider](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.aggregate_provider.md) - [atoti.AggregateProvider](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.aggregate_provider.aggregate_provider.md) ##### Array functions - [Array functions](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.md) - [atoti.array.len()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.len.md) - [atoti.array.max()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.max.md) - [atoti.array.mean()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.mean.md) - [atoti.array.min()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.min.md) - [atoti.array.n_greatest()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.n_greatest.md) - [atoti.array.n_greatest_indices()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.n_greatest_indices.md) - [atoti.array.n_lowest()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.n_lowest.md) - [atoti.array.n_lowest_indices()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.n_lowest_indices.md) - [atoti.array.negative_values()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.negative_values.md) - [atoti.array.nth_greatest()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.nth_greatest.md) - [atoti.array.nth_lowest()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.nth_lowest.md) - [atoti.array.positive_values()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.positive_values.md) - [atoti.array.prefix_sum()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.prefix_sum.md) - [atoti.array.prod()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.prod.md) - [atoti.array.quantile()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.quantile.md) - [atoti.array.quantile_index()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.quantile_index.md) - [atoti.array.replace()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.replace.md) - [atoti.array.sort()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.sort.md) - [atoti.array.std()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.std.md) - [atoti.array.sum()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.sum.md) - [atoti.array.var()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.array.var.md) ##### Authentication - [Authentication](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.authentication.md) - [atoti.Authenticate](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.authentication.authenticate.md) - [atoti.BasicAuthentication](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.authentication.basic_authentication.md) - [atoti.ClientCertificate](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.authentication.client_certificate.md) - [atoti.OAuth2ResourceOwnerPasswordAuthentication](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.authentication.oauth2_resource_owner_password_authentication.md) - [atoti.TokenAuthentication](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.authentication.token_authentication.md) ##### Client - [Client](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.client.md) - [atoti.Client](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.client.client.md) ##### Session config - [Session config](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.md) - [atoti.BrandingConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.branding_config.md) - [atoti.I18nConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.i18n_config.md) - [atoti.LoggingConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.logging_config.md) - [atoti.SessionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.session_config.md) ###### Security config - [Security config](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.md) - [atoti.BasicAuthenticationConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.basic_authentication_config.md) - [atoti.ClientCertificateConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.client_certificate_config.md) - [atoti.CorsConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.cors_config.md) - [atoti.HttpsConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.https_config.md) - [atoti.JwtConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.jwt_config.md) - [atoti.KerberosConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.kerberos_config.md) - [atoti.LdapConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.ldap_config.md) - [atoti.LoginConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.login_config.md) - [atoti.OidcConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.oidc_config.md) - [atoti.SecurityConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.config.security.security_config.md) ##### Data load - [Data load](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.data_load.md) - [atoti.CsvLoad](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.data_load.csv_load.md) - [atoti.data_load.DataLoad](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.data_load.data_load.md) ##### Data stream - [Data stream](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.data_stream.md) - [atoti.data_stream.DataStream](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.data_stream.data_stream.md) ##### DirectQuery - [DirectQuery](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.directquery.md) - [atoti.ExternalColumn](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.directquery.external_column.md) - [atoti.ExternalDatabaseConnection](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.directquery.external_database_connection.md) - [atoti.ExternalTable](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.directquery.external_table.md) - [atoti.ExternalTables](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.directquery.external_tables.md) ###### Array conversion - [Array conversion](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.directquery.array_conversion.md) - [atoti.AutoMultiColumnArrayConversion](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.directquery.array_conversion.auto_multi_column_array_conversion.md) - [atoti.MultiColumnArrayConversion](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.directquery.array_conversion.multi_column_array_conversion.md) - [atoti.MultiRowArrayConversion](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.directquery.array_conversion.multi_row_array_conversion.md) ##### Distribution - [Distribution](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.distribution.md) - [atoti.Cluster](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.distribution.cluster.md) - [atoti.distribution.clusters.Clusters](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.distribution.clusters.md) - [atoti.QueryCube](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.distribution.query_cube.md) - [atoti.QueryCubeDefinition](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.distribution.query_cube_definition.md) - [atoti.distribution.query_cubes.QueryCubes](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.distribution.query_cubes.md) - [atoti.QuerySession](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.distribution.query_session.md) ##### Distribution protocols - [Distribution protocols](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.distribution_protocols.md) - [atoti.DiscoveryProtocol](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.distribution_protocols.discovery_protocol.md) ##### Custom endpoints - [Custom endpoints](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.endpoint.md) - [atoti.endpoint.Request](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.endpoint.request.md) ##### Finance functions - [Finance functions](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.finance.md) - [atoti.finance.irr()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.finance.irr.md) ##### General functions - [General functions](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.md) - [atoti.at()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.at.md) - [atoti.date_diff()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.date_diff.md) - [atoti.date_shift()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.date_shift.md) - [atoti.filter()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.filter.md) - [atoti.first()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.first.md) - [atoti.last()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.last.md) - [atoti.lookup()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.lookup.md) - [atoti.parent_value()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.parent_value.md) - [atoti.plugin_measure()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.plugin_measure.md) - [atoti.rank()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.rank.md) - [atoti.shift()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.shift.md) - [atoti.switch()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.switch.md) - [atoti.total()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.total.md) - [atoti.where()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.function.where.md) ##### Math functions - [Math functions](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.md) - [atoti.math.abs()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.abs.md) - [atoti.math.ceil()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.ceil.md) - [atoti.math.cos()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.cos.md) - [atoti.math.erf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.erf.md) - [atoti.math.erfc()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.erfc.md) - [atoti.math.exp()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.exp.md) - [atoti.math.floor()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.floor.md) - [atoti.math.isnan()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.isnan.md) - [atoti.math.log()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.log.md) - [atoti.math.log10()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.log10.md) - [atoti.math.max()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.max.md) - [atoti.math.min()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.min.md) - [atoti.math.round()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.round.md) - [atoti.math.sin()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.sin.md) - [atoti.math.sqrt()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.sqrt.md) - [atoti.math.tan()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.math.tan.md) ##### Level order - [Level order](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.order.md) - [atoti.CustomOrder](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.order.custom_order.md) - [atoti.NaturalOrder](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.order.natural_order.md) ##### Aggregation scope - [Aggregation scope](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.scope.md) - [atoti.CumulativeScope](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.scope.cumulative_scope.md) - [atoti.OriginScope](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.scope.origin_scope.md) - [atoti.SiblingsScope](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.scope.siblings_scope.md) ##### Security - [Security](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.security.md) - [atoti.security.basic_authentication_security.BasicAuthenticationSecurity](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.security.basic_authentication_security.md) - [atoti.security.default_roles.DefaultRoles](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.security.default_roles.md) - [atoti.security.kerberos_security.KerberosSecurity](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.security.kerberos_security.md) - [atoti.security.ldap_security.LdapSecurity](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.security.ldap_security.md) - [atoti.security.oidc_security.OidcSecurity](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.security.oidc_security.md) - [atoti.security.role_mapping.RoleMapping](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.security.role_mapping.md) - [atoti.security.Security](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.security.security.md) ##### Statistics functions - [Statistics functions](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.md) ###### Beta distribution - [Beta distribution](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.beta.md) - [atoti.stats.beta.cdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.beta.cdf.md) - [atoti.stats.beta.pdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.beta.pdf.md) - [atoti.stats.beta.ppf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.beta.ppf.md) ###### Chi-square distribution - [Chi-square distribution](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.chi2.md) - [atoti.stats.chi2.cdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.chi2.cdf.md) - [atoti.stats.chi2.pdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.chi2.pdf.md) - [atoti.stats.chi2.ppf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.chi2.ppf.md) ###### F-distribution - [F-distribution](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.f.md) - [atoti.stats.f.cdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.f.cdf.md) - [atoti.stats.f.pdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.f.pdf.md) - [atoti.stats.f.ppf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.f.ppf.md) ###### Normal distribution - [Normal distribution](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.normal.md) - [atoti.stats.normal.cdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.normal.cdf.md) - [atoti.stats.normal.pdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.normal.pdf.md) - [atoti.stats.normal.ppf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.normal.ppf.md) ###### Student’s t distribution - [Student’s t distribution](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.t.md) - [atoti.stats.t.cdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.t.cdf.md) - [atoti.stats.t.pdf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.t.pdf.md) - [atoti.stats.t.ppf()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.stats.t.ppf.md) ##### String functions - [String functions](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.string.md) - [atoti.string.concat()](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti.string.concat.md) #### atoti_ai - [atoti_ai](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai.md) - [atoti_ai.AiConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai.ai_config.md) - [atoti_ai.AutoExplain](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai.auto_explain.md) - [atoti_ai.Chat](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai.chat.md) - [atoti_ai.ChatConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai.chat_config.md) - [atoti_ai.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai.connection_config.md) #### atoti_ai_amazon_bedrock - [atoti_ai_amazon_bedrock](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai_amazon_bedrock.md) - [atoti_ai_amazon_bedrock.ChatConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai_amazon_bedrock.chat_config.md) - [atoti_ai_amazon_bedrock.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai_amazon_bedrock.connection_config.md) #### atoti_ai_openai - [atoti_ai_openai](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai_openai.md) - [atoti_ai_openai.ChatConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai_openai.chat_config.md) - [atoti_ai_openai.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_ai_openai.connection_config.md) #### atoti_directquery_bigquery - [atoti_directquery_bigquery](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_bigquery.md) - [atoti_directquery_bigquery.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_bigquery.connection_config.md) - [atoti_directquery_bigquery.TableConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_bigquery.table_config.md) #### atoti_directquery_clickhouse - [atoti_directquery_clickhouse](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_clickhouse.md) - [atoti_directquery_clickhouse.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_clickhouse.connection_config.md) - [atoti_directquery_clickhouse.TableConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_clickhouse.table_config.md) #### atoti_directquery_databricks - [atoti_directquery_databricks](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_databricks.md) - [atoti_directquery_databricks.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_databricks.connection_config.md) - [atoti_directquery_databricks.TableConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_databricks.table_config.md) #### atoti_directquery_jdbc - [atoti_directquery_jdbc](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_jdbc.md) - [atoti_directquery_jdbc.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_jdbc.connection_config.md) - [atoti_directquery_jdbc.TableConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_jdbc.table_config.md) #### atoti_directquery_mssql - [atoti_directquery_mssql](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_mssql.md) - [atoti_directquery_mssql.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_mssql.connection_config.md) - [atoti_directquery_mssql.TableConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_mssql.table_config.md) #### atoti_directquery_redshift - [atoti_directquery_redshift](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_redshift.md) - [atoti_directquery_redshift.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_redshift.connection_config.md) - [atoti_directquery_redshift.TableConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_redshift.table_config.md) #### atoti_directquery_snowflake - [atoti_directquery_snowflake](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_snowflake.md) - [atoti_directquery_snowflake.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_snowflake.connection_config.md) - [atoti_directquery_snowflake.TableConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_snowflake.table_config.md) #### atoti_directquery_synapse - [atoti_directquery_synapse](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_synapse.md) - [atoti_directquery_synapse.ConnectionConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_synapse.connection_config.md) - [atoti_directquery_synapse.TableConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_directquery_synapse.table_config.md) #### atoti_jdbc - [atoti_jdbc](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_jdbc.md) - [Drivers](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_jdbc.driver.md) - [atoti_jdbc.JdbcLoad](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_jdbc.jdbc_load.md) - [atoti_jdbc.JdbcPingDiscoveryProtocol](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_jdbc.jdbc_ping_discovery_protocol.md) - [atoti_jdbc.UserContentStorageConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_jdbc.user_content_storage_config.md) #### atoti_kafka - [atoti_kafka](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_kafka.md) - [atoti_kafka.KafkaStream](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_kafka.kafka_stream.md) #### atoti_observability - [atoti_observability](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_observability.md) - [atoti_observability.ObservabilityConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_observability.observability_config.md) #### atoti_parquet - [atoti_parquet](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_parquet.md) - [atoti_parquet.ParquetLoad](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_parquet.parquet_load.md) #### atoti_storage_aws - [atoti_storage_aws](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_storage_aws.md) - [atoti_storage_aws.S3PingDiscoveryProtocol](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_storage_aws.s3_ping_discovery_protocol.md) ##### Client side encryption - [Client side encryption](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_storage_aws.client_side_encryption.md) - [atoti_storage_aws.KeyPair](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_storage_aws.client_side_encryption.key_pair.md) - [atoti_storage_aws.KmsConfig](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_storage_aws.client_side_encryption.kms_config.md) #### atoti_storage_azure - [atoti_storage_azure](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_storage_azure.md) ##### Client side encryption - [Client side encryption](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_storage_azure.client_side_encryption.md) - [atoti_storage_azure.KeyPair](https://docs.activeviam.com/engine/python-sdk/0.9/api/atoti_storage_azure.client_side_encryption.key_pair.md)