sparklyr: R Interface to Apache Spark
Version 0.5.5

R interface to Apache Spark, a fast and general engine for big data processing, see . This package supports connecting to local and remote Apache Spark clusters, provides a 'dplyr' compatible back-end, and provides an interface to Spark's built-in machine learning algorithms.

Browse man pages Browse package API and functions Browse package files

AuthorJavier Luraschi [aut, cre], Kevin Ushey [aut], JJ Allaire [aut], RStudio [cph], The Apache Software Foundation [aut, cph]
Date of publication2017-05-26 06:19:21 UTC
MaintainerJavier Luraschi <javier@rstudio.com>
LicenseApache License 2.0 | file LICENSE
Version0.5.5
URL http://spark.rstudio.com
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("sparklyr")

Man pages

compile_package_jars: Compile Scala sources into a Java Archive (jar)
connection_config: Read configuration values for a connection
connection_is_open: Check whether the connection is open
connection_spark_shinyapp: A Shiny app that can be used to construct a 'spark_connect'...
copy_to.spark_connection: Copy an R Data Frame to Spark
DBISparkResult-class: DBI Spark Result.
ensure: Enforce Specific Structure for R Objects
find_scalac: Discover the Scala Compiler
ft_binarizer: Feature Transformation - Binarizer
ft_bucketizer: Feature Transformation - Bucketizer
ft_discrete_cosine_transform: Feature Transformation - Discrete Cosine Transform (DCT)
ft_elementwise_product: Feature Transformation - ElementwiseProduct
ft_index_to_string: Feature Transformation - IndexToString
ft_one_hot_encoder: Feature Transformation - OneHotEncoder
ft_quantile_discretizer: Feature Transformation - QuantileDiscretizer
ft_regex_tokenizer: Feature Tranformation - RegexTokenizer
ft_sql_transformer: Feature Transformation - SQLTransformer
ft_string_indexer: Feature Transformation - StringIndexer
ft_tokenizer: Feature Tranformation - Tokenizer
ft_vector_assembler: Feature Transformation - VectorAssembler
invoke: Invoke a Method on a JVM Object
invoke_method: Generic call interface for spark shell
livy_config: Create a Spark Configuration for Livy
livy_install: Install Livy
livy_service: Start Livy
ml_als_factorization: Spark ML - Alternating Least Squares (ALS) matrix...
ml_binary_classification_eval: Spark ML - Binary Classification Evaluator
ml_classification_eval: Spark ML - Classification Evaluator
ml_create_dummy_variables: Create Dummy Variables
ml_decision_tree: Spark ML - Decision Trees
ml_generalized_linear_regression: Spark ML - Generalized Linear Regression
ml_gradient_boosted_trees: Spark ML - Gradient-Boosted Tree
ml_kmeans: Spark ML - K-Means Clustering
ml_lda: Spark ML - Latent Dirichlet Allocation
ml_linear_regression: Spark ML - Linear Regression
ml_logistic_regression: Spark ML - Logistic Regression
ml_model: Create an ML Model Object
ml_multilayer_perceptron: Spark ML - Multilayer Perceptron
ml_naive_bayes: Spark ML - Naive-Bayes
ml_one_vs_rest: Spark ML - One vs Rest
ml_options: Options for Spark ML Routines
ml_pca: Spark ML - Principal Components Analysis
ml_prepare_dataframe: Prepare a Spark DataFrame for Spark ML Routines
ml_prepare_inputs: Pre-process the Inputs to a Spark ML Routine
ml_random_forest: Spark ML - Random Forests
ml_saveload: Save / Load a Spark ML Model Fit
ml_survival_regression: Spark ML - Survival Regression
ml_tree_feature_importance: Spark ML - Feature Importance for Tree Models
na.replace: Replace Missing Values in Objects
pipe: Pipe operator
print_jobj: Generic method for print jobj for a connection type
reexports: Objects exported from other packages
register_extension: Register a Package that Implements a Spark Extension
sdf_copy_to: Copy an Object into Spark
sdf_mutate: Mutate a Spark DataFrame
sdf_partition: Partition a Spark Dataframe
sdf_persist: Persist a Spark DataFrame
sdf_predict: Model Predictions with Spark DataFrames
sdf_quantile: Compute (Approximate) Quantiles with a Spark DataFrame
sdf_read_column: Read a Column from a Spark DataFrame
sdf_register: Register a Spark DataFrame
sdf_sample: Randomly Sample Rows from a Spark DataFrame
sdf-saveload: Save / Load a Spark DataFrame
sdf_schema: Read the Schema of a Spark DataFrame
sdf_sort: Sort a Spark DataFrame
sdf_with_unique_id: Add a Unique ID Column to a Spark DataFrame
spark-api: Access the Spark API
spark_compilation_spec: Define a Spark Compilation Specification
spark_compile: Compile Scala sources into a Java Archive
spark_config: Read Spark Configuration
spark_connection: Retrieve the Spark Connection Associated with an R Object
spark-connections: Manage Spark Connections
spark_dataframe: Retrieve a Spark DataFrame
spark_default_compilation_spec: Default Compilation Specification for Spark Extensions
spark_dependency: Define a Spark dependency
spark_home_dir: Find the SPARK_HOME directory for a version of Spark
spark_install: Download and install various versions of Spark
spark_jobj: Retrieve a Spark JVM Object Reference
spark_load_table: Load a Spark Table into a Spark DataFrame.
spark_log: View Entries in the Spark Log
spark_read_csv: Read a CSV file into a Spark DataFrame
spark_read_json: Read a JSON file into a Spark DataFrame
spark_read_parquet: Read a Parquet file into a Spark DataFrame
spark_save_table: Saves a Spark DataFrame as a Spark table
spark_version: Get the Spark Version Associated with a Spark Connection
spark_version_from_home: Get the Spark Version Associated with a Spark Installation
spark_web: Open the Spark web interface
spark_write_csv: Write a Spark DataFrame to a CSV
spark_write_json: Write a Spark DataFrame to a JSON file
spark_write_parquet: Write a Spark DataFrame to a Parquet file
tbl_cache: Cache a Spark Table
tbl_uncache: Uncache a Spark Table

Functions

DBISparkResult-class Man page
\%>\% Man page Man page
abort_shell Source code
aliased_path Source code
apply_config Source code
apply_na_action Source code
attach_connection Source code
build_sql_if_compare Source code
cleanup.jobj Source code
clearJobjs Source code
collect.spark_jobj Source code
collect.tbl_spark Source code
compile_package_jars Man page Source code
connection_config Man page Source code
connection_is_open Man page Source code
connection_is_open.livy_connection Source code
connection_is_open.spark_gateway_connection Source code
connection_is_open.spark_shell_connection Source code
connection_is_open.test_connection Source code
connection_list_columns Source code
connection_list_tables Source code
connection_preview_table Source code
connection_spark_server Source code
connection_spark_shinyapp Man page Source code
connection_spark_ui Source code
copy_to Man page
copy_to.spark_connection Man page Source code
copy_to.src_spark Source code
create_hive_context Source code
create_hive_context_v1 Source code
create_hive_context_v2 Source code
databricks_connection Source code
db_data_type.src_spark Source code
db_explain.src_spark Source code
db_save_query.spark_connection Source code
df_from_sdf Source code
df_from_sql Source code
dim.tbl_spark Source code
do_.tbl_spark Source code
ensure Man page Man page Man page Man page Man page
ensure_directory Source code
ensure_not_na Source code
ensure_not_null Source code
ensure_scalar Source code
ensure_scalar_boolean Man page
ensure_scalar_character Man page
ensure_scalar_double Man page
ensure_scalar_integer Man page
enumerate Source code
external_viewer Source code
find_scalac Man page Source code
fitted.ml_model Source code
fitted.ml_model_kmeans Source code
ft_binarizer Man page Source code
ft_bucketizer Man page Source code
ft_discrete_cosine_transform Man page Source code
ft_elementwise_product Man page Source code
ft_index_to_string Man page Source code
ft_one_hot_encoder Man page Source code
ft_quantile_discretizer Man page Source code
ft_regex_tokenizer Man page Source code
ft_sql_transformer Man page Source code
ft_string_indexer Man page Source code
ft_tokenizer Man page Source code
ft_vector_assembler Man page Source code
gateway_connection Source code
getJobj Source code
getSerdeType Source code
get_data_type Source code
get_java Source code
get_scalac_version Source code
hive_context Man page Source code
infer_active_package_name Source code
initialize_connection Source code
initialize_connection.livy_connection Source code
initialize_connection.spark_shell_connection Source code
initialize_connection.test_connection Source code
intercept_first Source code
invoke Man page Man page Man page Man page Source code
invoke.livy_jobj Source code
invoke.shell_jobj Source code
invoke.test_jobj Source code
invoke_method Man page Source code
invoke_method.spark_gateway_connection Source code
invoke_method.spark_shell_connection Source code
invoke_new Man page Source code
invoke_new.livy_connection Source code
invoke_new.spark_shell_connection Source code
invoke_new.test_connection Source code Source code
invoke_raw Source code
invoke_simple_transformer Source code
invoke_static Man page Source code
invoke_static.livy_connection Source code
invoke_static.spark_shell_connection Source code
invoke_static.test_connection Source code Source code
is.formula Source code
is.installed Source code
isValidJobj Source code
is_java_available Source code
is_spark_v2 Source code
is_win64 Source code
is_wow64 Source code
java_context Man page Source code
java_install_url Source code
jobj_create Source code
jobj_info Source code
jobj_inspect Source code
jobj_subclass Source code
jobj_subclass.livy_backend Source code
jobj_subclass.shell_backend Source code
listToStruct Source code
livy_available_versions Man page Source code
livy_code_new_return_var Source code
livy_code_quote_parameters Source code
livy_config Man page Source code
livy_config_get Source code
livy_config_get_prefix Source code
livy_connection Source code
livy_connection_not_used_warn Source code
livy_create_session Source code
livy_destroy_session Source code
livy_get_httr_headers Source code
livy_get_json Source code
livy_get_session Source code
livy_get_sessions Source code
livy_get_statement Source code
livy_home_dir Man page Source code
livy_inspect Source code
livy_install Man page Source code
livy_install_dir Man page Source code
livy_install_find Source code
livy_installed_versions Man page Source code
livy_invoke_deserialize Source code
livy_invoke_serialize Source code
livy_invoke_statement Source code
livy_invoke_statement_fetch Source code
livy_jobj_create Source code
livy_load_scala_sources Source code
livy_log_operation Source code
livy_map_class Source code
livy_post_statement Source code
livy_service_start Man page Source code
livy_service_stop Man page Source code
livy_sources_included Source code
livy_sources_refresh Source code
livy_statement_compose Source code
livy_statement_compose_magic Source code
livy_statement_new Source code
livy_statement_parse_response Source code
livy_states_info Source code
livy_try_get_session Source code
livy_validate_http_response Source code
livy_validate_master Source code
livy_versions_file_pattern Source code
make_ensure_scalar_impl Source code
master_is_gateway Source code
merge_lists Source code
ml_als_factorization Man page Source code
ml_backwards_compatibility_api Source code
ml_binary_classification_eval Man page Source code
ml_classification_eval Man page Source code
ml_create_dummy_variables Man page Source code
ml_decision_tree Man page Source code
ml_generalized_linear_regression Man page Source code
ml_gradient_boosted_trees Man page Source code
ml_kmeans Man page Source code
ml_lda Man page Source code
ml_linear_regression Man page Source code
ml_load Man page Source code
ml_logistic_regression Man page Source code
ml_model Man page Source code
ml_model_print_call Source code
ml_model_print_centers Source code
ml_model_print_coefficients Source code
ml_model_print_coefficients_detailed Source code
ml_model_print_residuals Source code
ml_multilayer_perceptron Man page Source code
ml_multilayer_perceptron_validate_layers Source code
ml_naive_bayes Man page Source code
ml_one_vs_rest Man page Source code
ml_options Man page Source code
ml_pca Man page Source code
ml_prepare_dataframe Man page Source code
ml_prepare_features Man page Source code
ml_prepare_inputs Man page
ml_prepare_response_features_intercept Man page Source code
ml_random_forest Man page Source code
ml_save Man page Source code
ml_saveload Man page
ml_survival_regression Man page Source code
ml_tree_feature_importance Man page Source code
mutate_.tbl_spark Source code
mutate_names Source code
na.fail.spark_jobj Source code
na.fail.tbl_spark Source code
na.omit.spark_jobj Source code
na.omit.tbl_spark Source code
na.replace Man page Source code
na.replace.spark_jobj Source code
na.replace.tbl_spark Source code
onLoad Source code
on_connection_closed Source code
on_connection_opened Source code
on_connection_updated Source code
parse_formula Source code
path_program Source code
predict.ml_model Source code
prepare_windows_environment Source code
print.decision_tree Source code
print.ml_model_generalized_linear_regression Source code
print.ml_model_gradient_boosted_trees Source code
print.ml_model_kmeans Source code
print.ml_model_lda Source code
print.ml_model_linear_regression Source code
print.ml_model_logistic_regression Source code
print.ml_model_naive_bayes Source code
print.ml_model_pca Source code
print.ml_model_random_forest Source code
print.ml_model_survival_regression Source code
print.ml_multilayer_perceptron Source code
print.ml_one_vs_rest Source code
print.select_spark_query Source code
print.spark_jobj Source code
print.spark_log Source code
print.spark_web_url Source code
print.sparklyr_log Source code
print.src_spark Source code
print_jobj Man page Source code
print_jobj.spark_gateway_connection Source code
print_jobj.spark_shell_connection Source code
print_jobj.test_connection Source code
print_newline Source code
printf Source code
query_gateway_for_port Source code
random_string Source code
rbind.tbl_spark Source code
readArray Source code
readBoolean Source code
readDate Source code
readDeserialize Source code
readDouble Source code
readEnv Source code
readInt Source code
readList Source code
readMultipleObjects Source code
readObject Source code
readRaw Source code
readRawLen Source code
readRowList Source code
readString Source code
readStruct Source code
readTime Source code
readType Source code
readTypedObject Source code
read_spark_log_error Source code
read_spark_matrix Source code
read_spark_vector Source code
read_spark_versions_csv Source code
reexports Man page
regex_replace Source code
register_dplyr_all Source code
register_dplyr_method Source code
register_extension Man page Source code
register_s3_method Source code
registered_extensions Man page Source code
remove_class Source code
reorder_first Source code
require_directory_exists Source code
require_file_exists Source code
residuals.ml_model Source code
residuals.ml_model_logistic_regression Source code
residuals.ml_multilayer_perceptron Source code
rsApiReadPreference Source code
rsApiShowDialog Source code
rsApiShowPrompt Source code
rsApiShowQuestion Source code
rsApiUpdateDialog Source code
rsApiWritePreference Source code
sample_frac.tbl_spark Source code
sample_n.tbl_spark Source code
scalac_default_locations Source code
sdf-saveload Man page
sdf_collect Source code
sdf_copy_to Man page Man page Source code
sdf_copy_to.default Source code
sdf_copy_to.test_connection Source code
sdf_deserialize_column Source code
sdf_import Man page Source code
sdf_import.default Source code
sdf_import.test_connection Source code
sdf_load_parquet Man page Source code
sdf_load_table Man page Source code
sdf_mutate Man page Man page Source code
sdf_mutate_ Man page Source code
sdf_na_omit Source code
sdf_partition Man page Source code
sdf_persist Man page Source code
sdf_predict Man page Source code
sdf_quantile Man page Source code
sdf_read_column Man page Source code
sdf_register Man page Source code
sdf_register.list Source code
sdf_register.spark_jobj Source code
sdf_register.tbl_spark Source code
sdf_sample Man page Source code
sdf_save_parquet Man page Source code
sdf_save_table Man page Source code
sdf_schema Man page Source code
sdf_sort Man page Source code
sdf_split Source code
sdf_sql_columns_typed Source code
sdf_sql_default_type Source code
sdf_sql_field Source code
sdf_sql_object_method Source code
sdf_sql_schema Source code
sdf_sql_schema_fields Source code
sdf_with_unique_id Man page Source code
select_spark_query Source code
serializeRow Source code
set_option_default Source code
shell_connection Source code
shell_connection_validate_config Source code
slice_.tbl_spark Source code
spark-api Man page Man page Man page Man page Man page
spark-connections Man page Man page Man page Man page Man page
spark_actions Source code
spark_available_versions Man page Source code
spark_can_install Source code
spark_compilation_spec Man page Source code
spark_compile Man page Source code
spark_conf_file_set_value Source code
spark_conf_log4j_set_value Source code
spark_config Man page Source code
spark_config_value Source code Source code
spark_connect Man page Source code
spark_connect_gateway Source code
spark_connection Man page Source code
spark_connection.default Source code
spark_connection.ml_model Source code
spark_connection.spark_connection Source code
spark_connection.spark_jobj Source code
spark_connection.src_spark Source code
spark_connection.tbl_spark Source code
spark_connection_find_scon Source code
spark_connection_instances Source code
spark_connection_is_local Source code
spark_connection_is_open Man page Source code
spark_connection_local_cores Source code
spark_connections_add Source code
spark_connections_remove Source code
spark_context Man page Source code
spark_csv_embedded_namespace Source code
spark_csv_format_if_needed Source code
spark_csv_is_embedded Source code
spark_csv_is_loaded Source code
spark_csv_load_name Source code
spark_csv_options Source code
spark_csv_read Source code
spark_csv_save_name Source code
spark_csv_write Source code
spark_data_build_types Source code
spark_data_copy Source code
spark_data_read_generic Source code
spark_data_write_generic Source code
spark_dataframe Man page Source code
spark_dataframe.default Source code
spark_dataframe.spark_connection Source code
spark_dataframe.spark_jobj Source code
spark_dataframe.tbl_spark Source code
spark_default_app_jar Source code
spark_default_compilation_spec Man page Source code
spark_default_version Source code
spark_dependencies Source code
spark_dependencies_from_extension Source code
spark_dependencies_from_extensions Source code
spark_dependency Man page Source code
spark_disconnect Man page Source code
spark_disconnect.character Source code
spark_disconnect.livy_connection Source code
spark_disconnect.spark_connection Source code
spark_disconnect.spark_shell_connection Source code
spark_disconnect.test_connection Source code
spark_disconnect_all Man page Source code
spark_expect_jobj_class Source code
spark_gateway_commands Source code
spark_gateway_connection Source code
spark_hive_file_set_value Source code
spark_home Source code
spark_home_dir Man page Source code
spark_inspect Source code
spark_install Man page Source code
spark_install_available Source code
spark_install_dir Man page Source code
spark_install_find Source code
spark_install_info Source code
spark_install_tar Man page Source code
spark_installed_versions Man page Source code
spark_jobj Man page Source code
spark_jobj.default Source code
spark_jobj.ml_model Source code
spark_jobj.spark_jobj Source code
spark_load_table Man page Source code
spark_log Man page Source code
spark_log.default Source code
spark_log.livy_connection Source code
spark_log.spark_connection Source code
spark_log.spark_gateway_connection Source code
spark_log.spark_shell_connection Source code
spark_log.test_connection Source code
spark_log_file Source code
spark_master_is_local Source code Source code
spark_normalize_path Source code
spark_partition_register_df Source code
spark_read_csv Man page Source code
spark_read_json Man page Source code
spark_read_parquet Man page Source code
spark_remove_table_if_exists Source code
spark_require_version Source code
spark_sanitize_names Source code
spark_save_table Man page Source code
spark_save_table.spark_jobj Source code
spark_save_table.tbl_spark Source code
spark_serialize_csv_file Source code
spark_serialize_csv_string Source code
spark_serialize_typed_list Source code
spark_session Man page Source code
spark_session_id Source code
spark_source_from_ops Source code
spark_sql_count_rows Source code
spark_sqlresult_from_dplyr Source code
spark_ui_avaliable_versions Source code
spark_ui_default_connections Source code
spark_ui_hadoop_choices Source code
spark_ui_spark_choices Source code
spark_uninstall Man page Source code
spark_version Man page Source code
spark_version_clean Source code
spark_version_from_home Man page Source code
spark_version_from_home_version Source code
spark_version_numeric Source code
spark_versions Source code
spark_versions_file_pattern Source code
spark_versions_info Source code
spark_versions_url Source code
spark_web Man page Source code
spark_web.default Source code
spark_web.livy_connection Source code
spark_web.spark_gateway_connection Source code
spark_web.spark_shell_connection Source code
spark_web.test_connection Source code
spark_write_csv Man page Source code
spark_write_csv.spark_jobj Source code
spark_write_csv.tbl_spark Source code
spark_write_json Man page Source code
spark_write_json.spark_jobj Source code
spark_write_json.tbl_spark Source code
spark_write_parquet Man page Source code
spark_write_parquet.spark_jobj Source code
spark_write_parquet.tbl_spark Source code
sparklyr_boolean_option Source code
sparklyr_jar_path Source code
sparklyr_verbose Source code
split_chunks Source code
sql_build.op_sample_frac Source code
sql_build.op_sample_n Source code
sql_build.tbl_spark Source code
sql_escape_ident.spark_connection Source code
sql_join.spark_connection Source code
sql_render.select_spark_query Source code
sql_select.spark_connection Source code
sql_translate_env.spark_connection Source code
src_desc.src_spark Source code
src_tbls.spark_connection Source code
start_shell Source code
starts_with Source code
stop_shell Source code
stop_with_winutils_error Source code
stopf Source code
summary.ml_model_generalized_linear_regression Source code
summary.ml_model_linear_regression Source code
summary.ml_model_logistic_regression Source code
summary.ml_model_naive_bayes Source code
tbl.spark_connection Source code
tbl.src_spark Source code
tbl_cache Man page Source code
tbl_cache_sdf Source code
tbl_cache_sql Source code
tbl_quote_name Source code
tbl_uncache Man page Source code
tbl_vars.spark_jobj Source code
test_connection Source code
test_jobj_create Source code
to_host Source code
to_host_display Source code
transpose_list Source code
try_null Source code
validate_formula Source code
validate_formula_operators Source code
validate_java_version Source code
verify_msvcr100 Source code
wait_connect_gateway Source code
warnf Source code
winutils_source_path Source code
writeArgs Source code
writeArray Source code
writeBoolean Source code
writeDate Source code
writeDouble Source code
writeEnv Source code
writeFactor Source code
writeInt Source code
writeJobj Source code
writeList Source code
writeObject Source code
writeRaw Source code
writeRawSerialize Source code
writeRowSerialize Source code
writeString Source code
writeTime Source code
writeType Source code
writeVoid Source code

Files

inst
inst/staticdocs
inst/staticdocs/index.r
inst/conf
inst/conf/config-template.yml
inst/java
inst/java/sparklyr-2.0-2.11.jar
inst/java/sparklyr-2.1-2.11.jar
inst/java/spark-csv_2.11-1.3.0.jar
inst/java/sparklyr-1.6-2.10.jar
inst/java/commons-csv-1.1.jar
inst/java/sparklyr-1.5-2.10.jar
inst/java/univocity-parsers-1.5.1.jar
inst/livy
inst/livy/livyutils.scala
inst/livy/stream.scala
inst/livy/utils.scala
inst/livy/tracker.scala
inst/livy/logging.scala
inst/livy/invoke.scala
inst/livy/sqlutils.scala
inst/livy/serializer.scala
inst/icons
inst/icons/spark.png
inst/icons/spark-ui.png
inst/icons/spark-log.png
inst/icons/help.png
inst/icons/livy.png
inst/rstudio
inst/rstudio/connections
inst/rstudio/connections/livy.R
inst/rstudio/connections.dcf
inst/extdata
inst/extdata/install_spark.csv
tests
tests/testthat
tests/testthat/test-install-spark.R
tests/testthat/test-read-write.R
tests/testthat/test-dplyr-do.R
tests/testthat/test-ml-linear-regression.R
tests/testthat/test-feature-transformers.R
tests/testthat/test-ml-kmeans.R
tests/testthat/test-ml-generalized-linear-regression.R
tests/testthat/test-ml-saveload.R
tests/testthat/test-naive-bayes.R
tests/testthat/test.csv
tests/testthat/test-serialization.R
tests/testthat/helper-initialize.R
NAMESPACE
NEWS.md
R
R/test_connection.R
R/dplyr_spark_connection.R
R/sdf_saveload.R
R/ml_classification_evaluators.R
R/spark_serialize.R
R/data_csv.R
R/spark_globals.R
R/utils.R
R/connection_spark.R
R/ml_kmeans.R
R/connection_instances.R
R/install_spark.R
R/ml_interface.R
R/ml_backwards_compatibility.R
R/databricks_connection.R
R/spark_version.R
R/config_spark.R
R/livy_install.R
R/ml_logistic_regression.R
R/spark_dataframe.R
R/dplyr_spark_table.R
R/na_actions.R
R/spark_shell.R
R/dplyr_spark.R
R/mutation.R
R/ml_feature_transformation.R
R/dplyr_sql.R
R/ml_lda.R
R/ml_survival_regression.R
R/data_interface.R
R/livy_invoke.R
R/dbi_spark_transactions.R
R/ml_gradient_boosted_tree.R
R/ml_utils.R
R/spark_jobj.R
R/dplyr_do.R
R/tbl_spark.R
R/spark_compile.R
R/ml_alternating_least_squares.R
R/livy_connection.R
R/precondition.R
R/install_spark_versions.R
R/spark_hive.R
R/sdf_sql.R
R/spark_connection.R
R/data_copy.R
R/reexports.R
R/ml_decision_tree.R
R/ml_pca.R
R/sdf_wrapper.R
R/connection_viewer.R
R/ml_generalized_linear_regression.R
R/ml_saveload.R
R/connection_shinyapp.R
R/ml_options.R
R/tables_spark.R
R/ml_random_forest.R
R/ml_multilayer_perceptron.R
R/ml_one_vs_rest.R
R/livy_service.R
R/spark_invoke.R
R/dplyr_s3.R
R/dbi_spark_result.R
R/dbi_spark_table.R
R/livy_sources.R
R/spark_deserialize.R
R/sdf_interface.R
R/spark_magrittr.R
R/dbi_spark_query.R
R/dbi_spark_connection.R
R/dplyr_spark_data.R
R/ml_feature_transformation_utils.R
R/ml_linear_regression.R
R/ml_model_print_methods.R
R/zzz.R
R/imports.R
R/spark_gateway.R
R/formulas.R
R/ml_naive_bayes.R
R/connection_windows.R
R/spark_extensions.R
README.md
MD5
java
java/backend.scala
java/stream.scala
java/utils.scala
java/handler.scala
java/tracker.scala
java/logging.scala
java/invoke.scala
java/sqlutils.scala
java/serializer.scala
DESCRIPTION
man
man/spark_read_json.Rd
man/DBISparkResult-class.Rd
man/sdf_quantile.Rd
man/spark_version.Rd
man/sdf-saveload.Rd
man/ml_generalized_linear_regression.Rd
man/connection_is_open.Rd
man/ml_lda.Rd
man/ft_vector_assembler.Rd
man/ml_linear_regression.Rd
man/register_extension.Rd
man/ml_binary_classification_eval.Rd
man/pipe.Rd
man/ml_random_forest.Rd
man/spark_default_compilation_spec.Rd
man/ml_decision_tree.Rd
man/ml_model.Rd
man/livy_config.Rd
man/spark_jobj.Rd
man/ml_multilayer_perceptron.Rd
man/sdf_sort.Rd
man/livy_service.Rd
man/spark_version_from_home.Rd
man/ft_sql_transformer.Rd
man/ml_kmeans.Rd
man/spark_config.Rd
man/invoke_method.Rd
man/ft_elementwise_product.Rd
man/sdf_sample.Rd
man/compile_package_jars.Rd
man/ft_tokenizer.Rd
man/spark-connections.Rd
man/invoke.Rd
man/spark_log.Rd
man/ml_prepare_inputs.Rd
man/ft_quantile_discretizer.Rd
man/sdf_schema.Rd
man/spark-api.Rd
man/ml_one_vs_rest.Rd
man/spark_write_parquet.Rd
man/ensure.Rd
man/spark_install.Rd
man/connection_config.Rd
man/find_scalac.Rd
man/ft_bucketizer.Rd
man/print_jobj.Rd
man/spark_dependency.Rd
man/sdf_read_column.Rd
man/ml_prepare_dataframe.Rd
man/livy_install.Rd
man/tbl_cache.Rd
man/spark_web.Rd
man/spark_dataframe.Rd
man/ft_one_hot_encoder.Rd
man/ft_regex_tokenizer.Rd
man/spark_read_parquet.Rd
man/sdf_partition.Rd
man/sdf_predict.Rd
man/reexports.Rd
man/copy_to.spark_connection.Rd
man/spark_load_table.Rd
man/spark_write_json.Rd
man/spark_home_dir.Rd
man/ml_survival_regression.Rd
man/sdf_with_unique_id.Rd
man/spark_read_csv.Rd
man/spark_connection.Rd
man/ml_options.Rd
man/spark_write_csv.Rd
man/ft_string_indexer.Rd
man/sdf_register.Rd
man/ml_pca.Rd
man/ml_naive_bayes.Rd
man/ml_create_dummy_variables.Rd
man/ml_logistic_regression.Rd
man/ml_als_factorization.Rd
man/ml_gradient_boosted_trees.Rd
man/ft_discrete_cosine_transform.Rd
man/na.replace.Rd
man/ml_classification_eval.Rd
man/spark_compile.Rd
man/connection_spark_shinyapp.Rd
man/sdf_copy_to.Rd
man/ft_index_to_string.Rd
man/spark_save_table.Rd
man/tbl_uncache.Rd
man/sdf_mutate.Rd
man/ml_tree_feature_importance.Rd
man/ft_binarizer.Rd
man/ml_saveload.Rd
man/spark_compilation_spec.Rd
man/sdf_persist.Rd
tools
tools/readme
tools/readme/spark-connect.png
tools/readme/spark-tab.png
tools/readme/ggplot2-1.png
tools/readme/spark-dataview.png
tools/readme/sparklyr-illustration.png
LICENSE
sparklyr documentation built on May 26, 2017, 9:03 a.m.