From 4b8f6b4f8e2e590b3d155a4a3d80a12aebc7526c Mon Sep 17 00:00:00 2001 From: Javier Date: Mon, 30 Jul 2018 22:11:59 -0700 Subject: [PATCH] add slides with intro and modeling --- .gitignore | 2 + 01-intro.Rmd | 8 +- 04-modeling.Rmd | 176 +- 08-extensions.Rmd | 5 + 10-streaming.Rmd | 2 +- book.bib | 73 +- data/03-broom-examples.rds | Bin 0 -> 2085 bytes data/03-gaussian-mixture-prediction.rds | Bin 0 -> 371571 bytes docs/apache-spark.html | 371 + docs/appendix.html | 74 +- docs/clusters.html | 74 +- docs/connections.html | 155 +- docs/contributing.html | 10 +- docs/distributed.html | 10 +- docs/dplyr.html | 10 +- docs/extensions.html | 12 +- docs/images/02-getting-started-spark-web.png | Bin 98141 -> 98183 bytes docs/images/08-extensions-rstudio-project.png | Bin 0 -> 105382 bytes docs/index.html | 12 +- docs/installation.html | 20 +- docs/intro.html | 17 +- docs/introduction.html | 470 ++ docs/modeling-1.html | 643 ++ docs/modeling.html | 274 +- docs/r-1.html | 351 + docs/references.html | 10 +- docs/search_index.json | 14 +- docs/storage-capacity-1.html | 356 + docs/streaming.html | 165 +- docs/thank-you.html | 417 + docs/the-r-in-spark.epub | Bin 3889650 -> 4006702 bytes docs/the-r-in-spark.pdf | Bin 3740603 -> 4187558 bytes docs/the-r-in-spark.tex | 360 +- .../figure-html/pressure-1.png | Bin 0 -> 62243 bytes .../figure-html/unnamed-chunk-106-1.png | Bin 0 -> 86957 bytes .../figure-html/unnamed-chunk-108-1.png | Bin 0 -> 232607 bytes .../figure-html/unnamed-chunk-118-1.png | Bin 0 -> 108773 bytes .../figure-html/unnamed-chunk-24-1.png | Bin 0 -> 108773 bytes .../figure-html/unnamed-chunk-3-1.png | Bin 0 -> 232607 bytes .../figure-html/unnamed-chunk-4-1.png | Bin 0 -> 108773 bytes docs/tuning.html | 62 +- images/01-intro-r-cran-forecast.png | Bin 883754 -> 0 bytes images/02-getting-started-spark-web.png | Bin 98428 -> 97648 bytes images/08-extensions-rstudio-project.png | Bin 0 -> 105382 bytes slides/slides.Rmd | 297 + slides/styles/the-r-in-spark.css | 148 + slides/the-r-in-spark.html | 7153 +++++++++++++++++ the-r-in-spark.aux | 475 +- the-r-in-spark.out | 97 +- the-r-in-spark.toc | 173 +- 50 files changed, 11674 insertions(+), 822 deletions(-) create mode 100644 data/03-broom-examples.rds create mode 100644 data/03-gaussian-mixture-prediction.rds create mode 100644 docs/apache-spark.html create mode 100644 docs/images/08-extensions-rstudio-project.png create mode 100644 docs/introduction.html create mode 100644 docs/modeling-1.html create mode 100644 docs/r-1.html create mode 100644 docs/storage-capacity-1.html create mode 100644 docs/thank-you.html create mode 100644 docs/the-r-in-spark_files/figure-html/pressure-1.png create mode 100644 docs/the-r-in-spark_files/figure-html/unnamed-chunk-106-1.png create mode 100644 docs/the-r-in-spark_files/figure-html/unnamed-chunk-108-1.png create mode 100644 docs/the-r-in-spark_files/figure-html/unnamed-chunk-118-1.png create mode 100644 docs/the-r-in-spark_files/figure-html/unnamed-chunk-24-1.png create mode 100644 docs/the-r-in-spark_files/figure-html/unnamed-chunk-3-1.png create mode 100644 docs/the-r-in-spark_files/figure-html/unnamed-chunk-4-1.png delete mode 100644 images/01-intro-r-cran-forecast.png create mode 100644 images/08-extensions-rstudio-project.png create mode 100644 slides/slides.Rmd create mode 100644 slides/styles/the-r-in-spark.css create mode 100644 slides/the-r-in-spark.html diff --git a/.gitignore b/.gitignore index 10ce8df..0e8577f 100755 --- a/.gitignore +++ b/.gitignore @@ -14,3 +14,5 @@ the-r-in-spark.log checkpoints/ source/ destination/ +input/ +output/ diff --git a/01-intro.Rmd b/01-intro.Rmd index 088a7b5..f296fef 100644 --- a/01-intro.Rmd +++ b/01-intro.Rmd @@ -43,11 +43,13 @@ While Hadoop with Hive was a powerful tool, it was still working over a distribu meaning that Spark is a tool designed to support: - **Data Processing**: Data processing is the collection and manipulation of items of data to produce meaningful information [@data-processing]. -- **Large-Scale**: What _large_ means is hard to quantify, but one can interpret this as cluster-scale instead, which represents a set of connected computers that work together. -- **General**: Spark optimizes and executes parallel generic code, as in, there is no restriction as to what type of code one can write in Spark. +- **General**: Spark optimizes and executes parallel generic code, as in, there are no restrictions as to what type of code one can write in Spark. +- **Large-Scale**: One can interpret this as cluster-scale, as in, a set of connected computers working together to accomplish specific goals. - **Fast**: Spark is much faster than its predecessor by making efficient use of memory to speed data access while running algorithms at scale. -Spark is good at tackling large-scale data processing problems, this usually known as **big data** ([data sets that are more voluminous and complex that traditional ones](https://en.wikipedia.org/wiki/big_data)), but also is good at tackling large-scale computation problems, known as **big compute** ([tools and approaches using a large amount of CPU and memory resources in a coordinated way](https://www.nimbix.net/glossary/big-compute/)). There is a third problem space where data nor compute are necessarily large scale and yet, there are significant benefits from using the same tools. +_Data_ _Processing_ means you can use Spark to process data, which is not surprising but also, not very descriptive. _General_ is required to allow you to run any data analysis but is not interesting in it's own. Describing Spark as _large_ _scale_ is relevant since it implies that a good use case for Spark is tackling problems that can be solved with multiple machines. For instance, when data does not fit in a single disk driver or does not fit into memory, Spark is a good candidate to consider. However, Spark is also _fast_, meaning, that is worth considering for problems that are not large-scale, but where using multiple processors could speed up computation. For instance, sorting large datasets that fit in memory or cpu intensive models could also bennefit from running in Spark. + +Therefore, Spark is good at tackling large-scale data processing problems, this usually known as **big data** ([data sets that are more voluminous and complex that traditional ones](https://en.wikipedia.org/wiki/big_data)), but also is good at tackling large-scale computation problems, known as **big compute** ([tools and approaches using a large amount of CPU and memory resources in a coordinated way](https://www.nimbix.net/glossary/big-compute/)). There is a third problem space where data nor compute are necessarily large scale and yet, there are significant benefits from using the same tools. Big data and big compute problems are usually easy to spot, if the data does not fit into a single machine, you might have a big data problem; if the data fits into a single machine but a process over the data takes days, weeks or months to compute, you might have a big compute problem. diff --git a/04-modeling.Rmd b/04-modeling.Rmd index c80f8a0..5405bc8 100644 --- a/04-modeling.Rmd +++ b/04-modeling.Rmd @@ -1,6 +1,11 @@ # Modeling {#modeling} -While **this chatper has not been written**, a few resources and basic examples were made available to help out until this chapter is written. +While **this chatper has not been written**, a few resources and basic examples were made available to help out until this chapter is completed. + +```{r include=FALSE} +library(dplyr) +library(ggplot2) +``` ## Overview @@ -8,28 +13,75 @@ MLlib is Apache Spark's scalable machine learning library and is available throu Algorithm | Function ----------|--------- -Accelerated Failure Time Survival Regression | ml_aft_survival_regression -Alternating Least Squares Factorization | ml_als -Correlation Matrix | ml_corr -Decision Trees | ml_decision_tree -Generalized Linear Regression | ml_generalized_linear_regression -Gradient-Boosted Trees | ml_gradient_boosted_trees -Isotonic Regression | ml_isotonic_regression -K-Means Clustering | ml_kmeans -Latent Dirichlet Allocation | ml_lda -Linear Regression | ml_linear_regression -Linear Support Vector Machines | ml_linear_svc -Logistic Regression | ml_logistic_regression -Multilayer Perceptron | ml_multilayer_perceptron -Naive-Bayes | ml_naive_bayes -One vs Rest | ml_one_vs_rest -Principal Components Analysis | ml_pca -Random Forests | ml_random_forest -Survival Regression | ml_survival_regression +Accelerated Failure Time Survival Regression | ml_aft_survival_regression() +Alternating Least Squares Factorization | ml_als() +Bisecting K-Means Clustering | ml_bisecting_kmeans() +Chi-square Hypothesis Testing | ml_chisquare_test() +Correlation Matrix | ml_corr() +Decision Trees | ml_decision_tree () +Frequent Pattern Mining | ml_fpgrowth() +Gaussian Mixture Clustering | ml_gaussian_mixture() +Generalized Linear Regression | ml_generalized_linear_regression() +Gradient-Boosted Trees | ml_gradient_boosted_trees() +Isotonic Regression | ml_isotonic_regression() +K-Means Clustering | ml_kmeans() +Latent Dirichlet Allocation | ml_lda() +Linear Regression | ml_linear_regression() +Linear Support Vector Machines | ml_linear_svc() +Logistic Regression | ml_logistic_regression() +Multilayer Perceptron | ml_multilayer_perceptron() +Naive-Bayes | ml_naive_bayes() +One vs Rest | ml_one_vs_rest() +Principal Components Analysis | ml_pca() +Random Forests | ml_random_forest() +Survival Regression | ml_survival_regression() + +To complement those algorithms, you will often also want to consider using the following feature transformers: + +Transformer | Function +------------|--------- +Binarizer | ft_binarizer() +Bucketizer | ft_bucketizer() +Chi-Squared Feature Selector | ft_chisq_selector() +Vocabulary from Document Collections | ft_count_vectorizer() +Discrete Cosine Transform | ft_discrete_cosine_transform() +Transformation using dplyr | ft_dplyr_transformer() +Hadamard Product | ft_elementwise_product() +Feature Hasher | ft_feature_hasher() +Term Frequencies using Hashing | export(ft_hashing_tf) +Inverse Document Frequency | ft_idf() +Imputation for Missing Values | export(ft_imputer) +Index to String | ft_index_to_string() +Feature Interaction Transform | ft_interaction() +Rescale to [-1, 1] Range | ft_max_abs_scaler() +Rescale to [min, max] Range | ft_min_max_scaler() +Locality Sensitive Hashing | ft_minhash_lsh() +Converts to n-grams | ft_ngram() +Normalize using the given P-Norm | ft_normalizer() +One-Hot Encoding | ft_one_hot_encoder() +Feature Expansion in Polynomial Space | ft_polynomial_expansion() +Maps to Binned Categorical Features | ft_quantile_discretizer() +SQL Transformation | ft_sql_transformer() +Standardizes Features using Corrected STD | ft_standard_scaler() +Filters out Stop Words | ft_stop_words_remover() +Map to Label Indices | ft_string_indexer() +Splits by White Spaces | export(ft_tokenizer) +Combine Vectors to Row Vector | ft_vector_assembler() +Indexing Categorical Feature | ft_vector_indexer() +Subarray of the Original Feature | ft_vector_slicer() +Transform Word into Code | ft_word2vec() + +## Supervised + +Examples are reosurces are available in [spark.rstudio.com/mlib](http://spark.rstudio.com/mlib/). + +## Unsupervised + +### K-Means Clustering Here is an example to get you started with K-Means: -```{r} +```{r eval=FALSE} library(sparklyr) # Connect to Spark in local mode @@ -43,7 +95,89 @@ iris_tbl %>% ml_kmeans(centers = 3, Species ~ Petal_Width + Petal_Length) ``` -More examples are reosurces are available in [spark.rstudio.com/mlib](http://spark.rstudio.com/mlib/). +### Gaussian Mixture Clustering + +Alternatevely, we can also cluster using [Gaussian Mixture Models](https://en.wikipedia.org/wiki/Mixture_model#Gaussian_mixture_model) (GMMs). + +```{r eval=FALSE, echo=FALSE} +devtools::install_github("hadley/fueleconomy") + +library(sparklyr) +sc <- spark_connect(master = "local", version = "2.3.0") +vehicles_tbl <- copy_to(sc, fueleconomy::vehicles, overwrite = TRUE) + +predictions <- vehicles_tbl %>% + ml_gaussian_mixture(~ hwy + cty, k = 3) %>% + ml_predict() %>% + collect() + +saveRDS(predictions, "data/03-gaussian-mixture-prediction.rds") +``` +```{r eval=FALSE} +predictions <- copy_to(sc, fueleconomy::vehicles) %>% + ml_gaussian_mixture(~ hwy + cty, k = 3) %>% + ml_predict() %>% collect() + +predictions %>% + ggplot(aes(hwy, cty)) + + geom_point(aes(hwy, cty, col = factor(prediction)), size = 2, alpha = 0.4) + + scale_color_discrete(name = "", labels = paste("Cluster", 1:3)) + + labs(x = "Highway", y = "City") + theme_light() +``` +```{r echo=FALSE, fig.cap="Fuel economy data for 1984-2015 from the US EPA"} +predictions <- readRDS("data/03-gaussian-mixture-prediction.rds") +predictions %>% + ggplot(aes(hwy, cty)) + + geom_point(aes(hwy, cty, col = factor(prediction)), size = 2, alpha = 0.4) + + scale_color_discrete(name = "", labels = paste("Cluster", 1:3)) + + labs(x = "Highway", y = "City") + + theme_light() +``` + +## Broom + +You can turn your `sparklyr` models into data frames using the `broom` package: + +```{r eval=FALSE, echo=FALSE} +library(sparklyr) +library(dplyr) +sc <- spark_connect(master = "local", version = "2.3.0") +cars_tbl <- spark_read_csv(sc, "cars", "input/") +model <- cars_tbl %>% ml_linear_regression(mpg ~ wt + cyl) +tidy_model <- list( + broom::tidy(model), + broom::glance(model), + collect(broom::augment(model, cars_tbl)) +) +saveRDS(tidy_model, "data/03-broom-examples.rds") +``` +```{r echo=FALSE} +tidy_model <- readRDS("data/03-broom-examples.rds") +``` +```{r eval=FALSE} +model <- cars_tbl %>% + ml_linear_regression(mpg ~ wt + cyl) + +# Turn a model object into a data frame +broom::tidy(model) +``` +```{r echo=FALSE} +tidy_model[[1]] +``` +```{r eval=FALSE} +# Construct a single row summary +broom::glance(model) +``` +```{r echo=FALSE} +tidy_model[[2]] +``` +```{r eval=FALSE} +# Augments each observation in the dataset with the model +broom::augment(model, cars_tbl) +``` +```{r echo=FALSE, rows.print=3} +tidy_model[[3]] +``` ## Pipelines diff --git a/08-extensions.Rmd b/08-extensions.Rmd index acc1e39..d532ae1 100644 --- a/08-extensions.Rmd +++ b/08-extensions.Rmd @@ -21,3 +21,8 @@ See [spark.rstudio.com/guides/h2o](http://spark.rstudio.com/guides/h2o/). See [spark.rstudio.com/extensions](http://spark.rstudio.com/extensions/). ### RStudio Projects + +You can create an `sparklyr` extension with ease from RStudio. This feature requires RStudio 1.1 or newer and the `sparklyr` package to be installed. Then, from the `File` menu, `New Project...`, select `R Packag using sparklyr`: + +![](images/08-extensions-rstudio-project.png) + diff --git a/10-streaming.Rmd b/10-streaming.Rmd index 4d0192e..2f906ee 100644 --- a/10-streaming.Rmd +++ b/10-streaming.Rmd @@ -53,7 +53,7 @@ library(sparklyr) readRDS("data/10-streaming-overview.rds") %>% stream_render(stats = .) ``` -Notice that the rows-per-second in the destination stream are higher than the rows-per-second in the source stream; this is expected and desireable since Spark measures incoming rates from the source, but actual row processing times in the destination stream. +Notice that the rows-per-second in the destination stream are higher than the rows-per-second in the source stream; this is expected and desireable since Spark measures incoming rates from the source, but actual row processing times in the destination stream. For example, if 10 rows-per-second are written to the `source/` path, the incoming rate is 10 RPS. However, if it takes Spark only 0.01 seconds to write all those 10 rows, the output rate is 100 RPS. Use `stream_stop()` to properly stop processing data from this stream: diff --git a/book.bib b/book.bib index afc737a..4f4cc43 100755 --- a/book.bib +++ b/book.bib @@ -15,40 +15,40 @@ @book{data-revolution } @inproceedings{google-file-system, - author = {Ghemawat, Sanjay and Gobioff, Howard and Leung, Shun-Tak}, - title = {The Google File System}, - booktitle = {Proceedings of the Nineteenth ACM Symposium on Operating Systems Principles}, - series = {SOSP '03}, - year = {2003}, - isbn = {1-58113-757-5}, - location = {Bolton Landing, NY, USA}, - pages = {29--43}, - numpages = {15}, - url = {http://doi.acm.org/10.1145/945445.945450}, - doi = {10.1145/945445.945450}, - acmid = {945450}, - publisher = {ACM}, - address = {New York, NY, USA}, - keywords = {clustered storage, data storage, fault tolerance, scalability} + author = {Ghemawat, Sanjay and Gobioff, Howard and Leung, Shun-Tak}, + title = {The Google File System}, + booktitle = {Proceedings of the Nineteenth ACM Symposium on Operating Systems Principles}, + series = {SOSP '03}, + year = {2003}, + isbn = {1-58113-757-5}, + location = {Bolton Landing, NY, USA}, + pages = {29--43}, + numpages = {15}, + url = {http://doi.acm.org/10.1145/945445.945450}, + doi = {10.1145/945445.945450}, + acmid = {945450}, + publisher = {ACM}, + address = {New York, NY, USA}, + keywords = {clustered storage, data storage, fault tolerance, scalability} } @article{google-map-reduce, - author = {Dean, Jeffrey and Ghemawat, Sanjay}, - title = {MapReduce: Simplified Data Processing on Large Clusters}, - journal = {Commun. ACM}, - issue_date = {January 2008}, - volume = {51}, - number = {1}, - month = jan, - year = {2008}, - issn = {0001-0782}, - pages = {107--113}, - numpages = {7}, - url = {http://doi.acm.org/10.1145/1327452.1327492}, - doi = {10.1145/1327452.1327492}, - acmid = {1327492}, - publisher = {ACM}, - address = {New York, NY, USA}, + author = {Dean, Jeffrey and Ghemawat, Sanjay}, + title = {MapReduce: Simplified Data Processing on Large Clusters}, + journal = {Commun. ACM}, + issue_date = {January 2008}, + volume = {51}, + number = {1}, + month = jan, + year = {2008}, + issn = {0001-0782}, + pages = {107--113}, + numpages = {7}, + url = {http://doi.acm.org/10.1145/1327452.1327492}, + doi = {10.1145/1327452.1327492}, + acmid = {1327492}, + publisher = {ACM}, + address = {New York, NY, USA}, } @book{data-processing, @@ -59,3 +59,14 @@ @book{data-processing ISBN = {1844801004}, URL = {https://www.amazon.com/Data-Processing-Information-Technology-French/dp/1844801004} } + +@techreport{Zaharia:EECS-2010-53, + Author = {Zaharia, Matei and Chowdhury, N. M. Mosharaf and Franklin, Michael and Shenker, Scott and Stoica, Ion}, + Title = {Spark: Cluster Computing with Working Sets}, + Institution = {EECS Department, University of California, Berkeley}, + Year = {2010}, + Month = {May}, + URL = {http://www2.eecs.berkeley.edu/Pubs/TechRpts/2010/EECS-2010-53.html}, + Number = {UCB/EECS-2010-53}, + Abstract = {MapReduce and its variants have been highly successful in implementing large-scale data intensive applications on clusters of unreliable machines. However, most of these systems are built around an acyclic data flow programming model that is not suitable for other popular applications. In this paper, we focus on one such class of applications: those that reuse a working set of data across multiple parallel operations. This includes many iterative machine learning algorithms, as well as interactive data analysis environments. We propose a new framework called Spark that supports these applications while maintaining the scalability and fault-tolerance properties of MapReduce. To achieve these goals, Spark introduces a data abstraction called resilient distributed datasets (RDDs). An RDD is a read-only collection of objects partitioned across a set of machines that can be rebuilt if a partition is lost. Spark can outperform Hadoop by 10x in iterative machine learning jobs, and can be used to interactively query a 39 GB dataset with sub-second response time.} +} diff --git a/data/03-broom-examples.rds b/data/03-broom-examples.rds new file mode 100644 index 0000000000000000000000000000000000000000..22805a1f2362cdd5429daf3ab50e0b3bb5b49cd3 GIT binary patch literal 2085 zcmV+=2-^1_iwFP!000001Ep69a1-Yh*5yM!gp6arNg8ikGBGrkb@}AbPh=a@F^z%5 zAqUuNX>F@n@5;L?A7C1lmL_dVfM%u>NJ5}7(}9wNB;cXsSQREAWeg#v#T}=nI8!pM z!8uB7Zn?j-?_b1XN;~~$p5Fi7`~Ua8_x?lsFHh6ybOxOJkQqZ8#y=Ai6W25YlYA^K zikfVbrAD^i-$c^G5_Hr2v_#vQ1ngMrhXk|6tEVVUxMZ!+Ph~_Y&`L`TK`2Uo8zTt3 za9u%50X)bDij<(Oon}Kgk}jICEU_}^(Yz9!7(I1?$e!rC9k#NuRjPgZnXugOyDwDx z$fh!L|CMCbZe0KSKOflfu#$ywLIZp%(-~yx0LS<-1R+3kJ_0+tm7zHs-6-;GNMdeC zU~1eXwuNYc(WE92H7KSFJTKWM86StEpU^DYgrYYPnE%^4snxTJhq`_^O~KF~m_N4m)Tp)x5wl66K~Ugg`r~OcrRD1$jZD8~G499w~J+i%Te} z{z4+&7nG~muHwKai*mZ{6=bg{3YYyxxl}Wu)b1rd;|h0?eOcvAni_J1uWQJ(sb1P2 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zr3Bs~--3e1<=db=zMkPYpLDqsd81_S^xz!4xNZR7OzkN6iv5TGfCw`#LFNJc8XSO;ishTQt{+o7!eSIH8WAe%vf*A$XVPYv6>%1k5tPeJ;?hYN4#ppYe$+Kp2(_fu?W9PMU^u%LeDrZ Uv}^z$Vfj~9ZV~FiG{1HK0pB>9TL1t6 literal 0 HcmV?d00001 diff --git a/docs/apache-spark.html b/docs/apache-spark.html new file mode 100644 index 0000000..a31957b --- /dev/null +++ b/docs/apache-spark.html @@ -0,0 +1,371 @@ + + + + + + + + The R in Spark: Learning Apache Spark with R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/docs/appendix.html b/docs/appendix.html index 715c68c..8af393d 100644 --- a/docs/appendix.html +++ b/docs/appendix.html @@ -25,7 +25,7 @@ - + @@ -175,7 +175,13 @@
  • 4 Modeling
  • 5 Clusters
  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • @@ -305,9 +311,9 @@

      Chapter 5 Clusters

      5.1 Overview

      There are three major trends in cluster computing worth discussing: on-premise, cloud computing and kubernetes. Framing these trends over time will help us understand how they came to be, what they are and what their future might be:

      -
      -
      - +
      +
      +

      FIGURE 5.1: Google trends for on-premise (mainframe), cloud computing and kubernetes.

      @@ -330,20 +336,20 @@

      5.2.1 Standalone

      By completing the Installation chapter, you should have a local Spark installation available, which we can use to initialize a local stanalone Spark cluster. First, retrieve the SPARK_HOME directory by running sparklyr::spark_home_dir() from R and then, from a terminal or R, use start-master.sh and start-slave.sh as follows:

      - +

      The previous command initialized the master node and a worker node, the master node interface can be accessed under localhost:8080 and looks like the following:

      Spark Standalone Web Interface. @@ -359,8 +365,8 @@

      5.2.1 Standalone

      Once data analysis is complete, one can simply stop all the running nodes in this local cluster by running:

      - +

      A similar approach can be followed to configure a cluster by running each start-slave.sh command over each machine in the cluster.

      Further reading: Spark Standalone Mode

      @@ -495,24 +501,24 @@

      5.5.2 Livy

      To help test Livy locally, sparklyr provides support to list, install, start and stop a local Livy instance by executing:

      - +
      ##    livy
       ## 1 0.2.0
       ## 2 0.3.0
       ## 3 0.4.0
       ## 4 0.5.0
      - +

      The default address for this local Livy service is http://localhost:8998

      diff --git a/docs/connections.html b/docs/connections.html index a6e0d23..79626f2 100644 --- a/docs/connections.html +++ b/docs/connections.html @@ -25,7 +25,7 @@ - + @@ -175,7 +175,13 @@
  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • @@ -306,9 +312,9 @@

      6.1 Overview

      First, lets go over a couple definitions. As you know form previous chapters, a cluster is a collection of machines to perform analysis beyond a single computer. However, in distributed systems and clusters literature, we often reffer to each physical machine as a compute instance, compute node, or simply instance or node for short. It is helpful to remind this while reading through this chapter and making use of external resource.

      In a Spark cluster, there are three types of compute instances that are relevant to Spark: The driver node, the worker nodes and the cluster manager. A cluster manager is a service that allos Spark to be executed in the clsuter and was explained in the Cluster Managers section. The driver node is tasked with delegating work to the worker nodes, but also for aggregating their results and iterating further if needed. For the most part, aggregation happens in the worker nodes; however, even after the nodes aggregate data, it is often the case that the driver node would have to aggregate the worker results. Therefore, the driver node has at least, but often, much more compute resources (read RAM, CPU, Local Storage, etc.) then the worker node.

      Strictly speaking, the driver node and worker nodes are just names assigned to machines with particular roles, while the actual computation in the driver node is performed by the spark context. The Spark context is a Spark component tasked with scheduling tasks, managing data and so on. In the worker nodes, the actual computation is performed under a spark executor, which is also a Spark component tasked with executing subtasks against a data partition.

      -
      -
      - +
      +
      +

      FIGURE 6.1: Apache Spark Architecture

      @@ -321,9 +327,9 @@

      6.1.1 Edge Nodes

    • Terminal: Using a computer terminal applicaiton, one can use a secure shell to establish a remote connection into the cluster, once you connect into the cluster, you can launch R and then use sparklyr.
    • Web Browser: While using sparklyr from a terminal is possible, it is usually more producty to install a web server in an edge node that provides more tools and functionality to run R with sparklyr. Most likely, you will want to consider using RStudio Server rather than connecting from the terminal.
    -
    -
    - +
    +
    +

    FIGURE 6.2: Using a Spark Cluster from an Edge Node

    @@ -333,7 +339,7 @@

    6.1.1 Edge Nodes

    6.1.2 Spark Home

    It is important to mention that, while connecting to a Spark cluster, you will need to find out the correct SPARK_HOME path which contains the installation of Spark in the given instance. The SPARK_HOME path must be set as an environment variable before connecting or explicitly specified in spark_connect() using the spark_home parameter.

    For system administrators, we recommend you set SPARK_HOME for all the users in your cluster; however, if this is not set in your cluster you can also specify SPARK_HOME while using spark_connect() as follows:

    - +

    Where cluster-master is set to the correct cluster manager master for Spark Standalone, YARN, Mesos, etc.

    @@ -342,34 +348,34 @@

    6.2 Types

    6.2.1 Local

    When connecting to Spark in local mode, Spark starts as a single application simulating a cluster with a single node, this is not a proper computing cluster but is ideal to perform work offline and troubleshoot issues. A local connection to Spark is represented in the following diagram:

    -
    -
    - +
    +
    +

    FIGURE 6.3: Local Connection Diagram

    Notice that in the local connections diagram, there is no cluster manager nor worker process since, in local mode, everything runs inside the driver application. It’s also worth pointing out that sparklyr starts the Spark Context through spark-submit, a script available in every Spark installation to enable users to submit custom application to Spark which sparklyr makes use of to submit itself to Spark. For the curious reader, the Contributing chapter explains the internal processes that take place in sparklyr to submit this application and connect properly from R.

    To perform this local connection, we can connect with the following familiar code used in previous chapters:

    - +

    By default, sparklyr, will connect using as many CPU cores are available in your compute instance; however, this can be customized by connecting using master="local[n]", where n is the desired number of cores to use. For example, we can connect using only 2 CPU cores as follows:

    - +

    6.2.2 Standalone

    Connecting to a Spark Standalone cluster requires the location of the cluster manager’s master instance, this location can be found in the cluster manager web interface as described in the clusters-standalone section, you can find this location by looking for a URL starting with spark://.

    A connection in standalone mode starts from sparklyr launching spark-submit to submit the sparklyr application and creating the Spark Context, which requests executors to Spark’s standalone cluster manager in the master location:

    -
    -
    - +
    +
    +

    FIGURE 6.4: Spark Standalone Connection Diagram

    In order to connect, use master="spark://hostname:port" in spark_connect() as follows:

    - +

    6.2.3 Yarn

    @@ -377,82 +383,82 @@

    6.2.3 Yarn

    6.2.3.1 Yarn Client

    When connecting in YARN Client mode, the driver instance runs R, sparklyr and the Spark Context which requests worker nodes from YARN to run Spark executors as follows:

    -
    -
    - +
    +
    +

    FIGURE 6.5: YARN Client Connection Diagram

    To connect, one can simply run with master = "yarn" as follows:

    - +

    Once connected, you can use all techniques described in previous chapters using the sc connection; for instances, you can do data analysis or modeling.

    6.2.3.2 Yarn Cluster

    The main difference between YARN Cluster mode and YARN Client mode is that in YARN Cluster mode, the driver node is not required to be the node where R and sparklyr get started; instead, the driver node remains the designated driver node which is usually a different node than the edge node where R is running. It can be helpful to consider using YARN Cluster when the edge node has too many concurrent users, is lacking computing resources or where tools (like RStudio) need to be managed independently of other clsuter resources.

    -
    -
    - +
    +
    +

    FIGURE 6.6: YARN Cluster Connection Diagram

    To connect in YARN Cluster mode, we can simple run:

    - +

    This connection assumes that the node running spark_connect() is properly configured, meaning that, yarn-site.xml exists and the YARN_CONF_DIR environment variable is properly set. When using Hadoop as a file system, one would also need the HADOOP_CONF_DIR environment variable properly configured. This configuration is usually provided by your system administrator and is not something that you would have to manually configure.

    6.2.4 Livy

    As opposed to other connection methods which require using an edge node in the cluster, Livy Livy provides a Web API that makes the Spark cluster accessible from outside the cluster and neither requires a local installation in the client. Once connected through the Web API, the Livy Service starts the Spark context by requesting reosurces from the cluster manager and distributing work as usual.

    -
    -
    - +
    +
    +

    FIGURE 6.7: Livy Connection Diagram

    Conencting through Livy requires the URL to the Livy service which should be similar to https://hostname:port/livy. Since remote connections are allowed, connections usually requires, at the very least, basic authentication:

    - +

    Once connected through Livy, operations you can make use of an other sparklyr feature; however, Livy is not suitable for experimental data analysis, since executing commands have a significant delay; that said, while running long running computations, this overhead could be considered irrelevant. In general, it is preffered to avoid using Livy and work directly within an edge node in the cluster; if this is not feasible, using Livy could be a reasonable approach.

    6.2.5 Mesos

    Similar to YARN, Mesos supports client mode and a cluster mode. However, sparklyr currently only supports client mode for Mesos.

    -
    -
    - +
    +
    +

    FIGURE 6.8: Mesos Connection Diagram

    Connecting requires the address to the Mesos master node, usually in the form of mesos://host:port or mesos://zk://host1:2181,host2:2181,host3:2181/mesos for Mesos using ZooKeeper.

    - +

    6.2.6 Kubernetes

    Kubernetes cluster do not support client modes similar to Mesos or YARN, instead, the connection model is similar to YARN Cluster, where the driver node is assigned by Kubernetes.

    -
    -
    - +
    +
    +

    FIGURE 6.9: Kubernetes Connection Diagram

    Kubernetes support is scheduled to be added to sparklyr with sparklyr/issues/1525, please follow progress for this feature directly in github. Once Kubernetes becomes supported in sparklyr, connecting to Kubernetes will work as follows:

    - +

    If your computer is already configured to use a Kubernetes cluster, you can use the following commmand to find the apiserver-host and apiserver-port:

    - +
    @@ -460,37 +466,38 @@

    6.3 Troubleshooting

    6.3.1 Logging

    One first step is to troubleshoot connections is to run in verbose to print directly to the console additional error messages:

    - + +
    ## Re-using existing Spark connection to local

    6.3.2 Spark Submit

    If connections fail in sparklyr, first troubleshoot if this issue is specific to sparklyr or Spark in general. This can be accomplished by running an example spark-submit job and validating that no errors are thrown:

    - +

    From the terminal run:

    - +

    6.3.3 Multiple

    It is common to connect once, and only once, to Spark. However, you can also open multiple connections to Spark by connecting to different clusters or by specifying the app_name parameter, this can be helpful to compare Spark versions or validate you analysis before submitting to the cluster. The following example opens connections to Spark 1.6.3, 2.3.0 and Spark Standalone:

    - +

    Finally, we can disconnect from each connection:

    - +

    Alternatevely, you can disconnect from all connections at once:

    - +

    6.3.4 Windows

    @@ -505,7 +512,7 @@

    6.3.5 Submit Manually

    To troubleshoot Windows connections in detail, you can use a 2-step initialization that is often very helpful to diagnose connection issues.

    This 2-step initialization os performed by launching sparklyr through spark-submit followed by connecting with sparklyr from R.

    First, identify the Spark installation directory. Second, identify the path to the correct sparklyr*.jar, you can find this path by running;

    - +
    ## [1] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-1.5-2.10.jar"
     ## [2] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-1.6-2.10.jar"
     ## [3] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.0-2.11.jar"
    @@ -514,15 +521,15 @@ 

    6.3.5 Submit Manually

    ## [6] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.3-2.11.jar"

    Make sure you identify the correct version that matches your Spark cluster, for isntance sparklyr-2.1-2.11.jar for Spark 2.1.

    Third, from the terminal run:

    - +
    18/06/11 12:13:53 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
     18/06/11 12:13:53 INFO sparklyr: Session (12345) is starting under 127.0.0.1 port 8880
     18/06/11 12:13:53 INFO sparklyr: Session (12345) found port 8880 is available
     18/06/11 12:13:53 INFO sparklyr: Gateway (12345) is waiting for sparklyr client to connect to port 8880

    The parameter 8880 represents the default port to use in sparklyr while 12345 is the session number, this is a cryptographically secure number generated by sparklyr, but for troubleshooting purpuses can be as simple as 12345.

    Then, from R, connect as follows, notice that there is a 60 seconds timeout, so you’ll have to run the R command immediately after running the terminal command:

    - +
    diff --git a/docs/contributing.html b/docs/contributing.html index bebbf91..ab83398 100644 --- a/docs/contributing.html +++ b/docs/contributing.html @@ -25,7 +25,7 @@ - + @@ -175,7 +175,13 @@
  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • diff --git a/docs/distributed.html b/docs/distributed.html index 83621fa..0b3d3fc 100644 --- a/docs/distributed.html +++ b/docs/distributed.html @@ -25,7 +25,7 @@ - + @@ -175,7 +175,13 @@
  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • diff --git a/docs/dplyr.html b/docs/dplyr.html index 518390c..31245d8 100644 --- a/docs/dplyr.html +++ b/docs/dplyr.html @@ -25,7 +25,7 @@ - + @@ -175,7 +175,13 @@
  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • diff --git a/docs/extensions.html b/docs/extensions.html index 04bbe5b..dc56d65 100644 --- a/docs/extensions.html +++ b/docs/extensions.html @@ -25,7 +25,7 @@ - + @@ -175,7 +175,13 @@
  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • @@ -320,6 +326,8 @@

      8.2 Writting Extensions

      See spark.rstudio.com/extensions.

      8.2.1 RStudio Projects

      +

      You can create an sparklyr extension with ease from RStudio. This feature requires RStudio 1.1 or newer and the sparklyr package to be installed. Then, from the File menu, New Project..., select R Packag using sparklyr:

      +

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zXl`?3{{U*smnn+{0qXFkio(Bk;17vku49KcC)Ooyx=MUbOZVp`!2?)*bfEKK09oak z=`_4?XtY80N+2}g^e+#pW^olgm2O0K3}_c^#fq%sx(Z2pkb$k}8Hfr%(s91`UDbon zSLrXA%7)cpKi>B5ef#i^&4K#?fqFRVFtiti?!}qmea|7bMYo9CeI}x(+KT!JSBXr- zzk>Jk{z61Hc0(Jv-;*1ys12kA@7~$bm-uwJKz=5`$)s_RU01v51QSA~FBFTg%^NaxbPfImb9j=FM<{j%R?aQL-J - + @@ -175,7 +175,13 @@

  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • @@ -300,7 +306,7 @@

      Preface

      diff --git a/docs/installation.html b/docs/installation.html index def01fa..8445fd5 100644 --- a/docs/installation.html +++ b/docs/installation.html @@ -25,7 +25,7 @@ - + @@ -175,7 +175,13 @@

  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • @@ -410,11 +416,11 @@

      2.4.1 Web Interface

      2.4.2 Logs

      Another common tool is to read through the Spark logs, a log is just a text file where Spark will append information relevant to the execution of tasks in the cluster. For local clusters, we can retrieve the sparklyr related log entries by running:

      -
      ## 18/07/16 16:31:30 INFO SparkContext: Submitted application: sparklyr
      -## 18/07/16 16:31:30 INFO SparkContext: Added JAR file:/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.3-2.11.jar at spark://localhost:51370/jars/sparklyr-2.3-2.11.jar with timestamp 1531783890549
      -## 18/07/16 16:31:34 INFO Executor: Fetching spark://localhost:51370/jars/sparklyr-2.3-2.11.jar with timestamp 1531783890549
      -## 18/07/16 16:31:34 INFO Utils: Fetching spark://localhost:51370/jars/sparklyr-2.3-2.11.jar to /private/var/folders/fz/v6wfsg2x1fb1rw4f6r0x4jwm0000gn/T/spark-fd84005b-c27a-43fc-8ddb-868ef0ff514f/userFiles-5a34662f-fd21-41f9-96be-cbd56399a207/fetchFileTemp6342252211960260648.tmp
      -## 18/07/16 16:31:34 INFO Executor: Adding file:/private/var/folders/fz/v6wfsg2x1fb1rw4f6r0x4jwm0000gn/T/spark-fd84005b-c27a-43fc-8ddb-868ef0ff514f/userFiles-5a34662f-fd21-41f9-96be-cbd56399a207/sparklyr-2.3-2.11.jar to class loader
      +
      ## 18/07/30 22:06:27 INFO SparkContext: Submitted application: sparklyr
      +## 18/07/30 22:06:27 INFO SparkContext: Added JAR file:/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.3-2.11.jar at spark://localhost:60924/jars/sparklyr-2.3-2.11.jar with timestamp 1533013587616
      +## 18/07/30 22:06:31 INFO Executor: Fetching spark://localhost:60924/jars/sparklyr-2.3-2.11.jar with timestamp 1533013587616
      +## 18/07/30 22:06:31 INFO Utils: Fetching spark://localhost:60924/jars/sparklyr-2.3-2.11.jar to /private/var/folders/fz/v6wfsg2x1fb1rw4f6r0x4jwm0000gn/T/spark-9a07ff56-b7f6-45e6-ac62-1d1ef786b6a3/userFiles-794f850a-e000-4d8a-888c-de8a4072a7a9/fetchFileTemp8086438395887599157.tmp
      +## 18/07/30 22:06:31 INFO Executor: Adding file:/private/var/folders/fz/v6wfsg2x1fb1rw4f6r0x4jwm0000gn/T/spark-9a07ff56-b7f6-45e6-ac62-1d1ef786b6a3/userFiles-794f850a-e000-4d8a-888c-de8a4072a7a9/sparklyr-2.3-2.11.jar to class loader

      2.4.3 RStudio

      diff --git a/docs/intro.html b/docs/intro.html index d6518d7..0f2cef6 100644 --- a/docs/intro.html +++ b/docs/intro.html @@ -25,7 +25,7 @@ - + @@ -175,7 +175,13 @@
  • 4 Modeling
  • 5 Clusters
  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • @@ -299,7 +305,7 @@

      Chapter 4 Modeling

      -

      While this chatper has not been written, a few resources and basic examples were made available to help out until this chapter is written.

      +

      While this chatper has not been written, a few resources and basic examples were made available to help out until this chapter is completed.

      4.1 Overview

      MLlib is Apache Spark’s scalable machine learning library and is available through sparklyr, mostly, with functions prefixed with ml_. The following table describes some of the modeling algorithms supported:

      @@ -313,78 +319,234 @@

      4.1 Overview

      Accelerated Failure Time Survival Regression -ml_aft_survival_regression +ml_aft_survival_regression() Alternating Least Squares Factorization -ml_als +ml_als() + + +Bisecting K-Means Clustering +ml_bisecting_kmeans() + + +Chi-square Hypothesis Testing +ml_chisquare_test() Correlation Matrix -ml_corr +ml_corr() Decision Trees -ml_decision_tree +ml_decision_tree () + + +Frequent Pattern Mining +ml_fpgrowth() + + +Gaussian Mixture Clustering +ml_gaussian_mixture() Generalized Linear Regression -ml_generalized_linear_regression +ml_generalized_linear_regression() Gradient-Boosted Trees -ml_gradient_boosted_trees +ml_gradient_boosted_trees() Isotonic Regression -ml_isotonic_regression +ml_isotonic_regression() K-Means Clustering -ml_kmeans +ml_kmeans() Latent Dirichlet Allocation -ml_lda +ml_lda() Linear Regression -ml_linear_regression +ml_linear_regression() Linear Support Vector Machines -ml_linear_svc +ml_linear_svc() Logistic Regression -ml_logistic_regression +ml_logistic_regression() Multilayer Perceptron -ml_multilayer_perceptron +ml_multilayer_perceptron() Naive-Bayes -ml_naive_bayes +ml_naive_bayes() One vs Rest -ml_one_vs_rest +ml_one_vs_rest() Principal Components Analysis -ml_pca +ml_pca() Random Forests -ml_random_forest +ml_random_forest() Survival Regression -ml_survival_regression +ml_survival_regression() + + + +

      To complement those algorithms, you will often also want to consider using the following feature transformers:

      + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      TransformerFunction
      Binarizerft_binarizer()
      Bucketizerft_bucketizer()
      Chi-Squared Feature Selectorft_chisq_selector()
      Vocabulary from Document Collectionsft_count_vectorizer()
      Discrete Cosine Transformft_discrete_cosine_transform()
      Transformation using dplyrft_dplyr_transformer()
      Hadamard Productft_elementwise_product()
      Feature Hasherft_feature_hasher()
      Term Frequencies using Hashingexport(ft_hashing_tf)
      Inverse Document Frequencyft_idf()
      Imputation for Missing Valuesexport(ft_imputer)
      Index to Stringft_index_to_string()
      Feature Interaction Transformft_interaction()
      Rescale to [-1, 1] Rangeft_max_abs_scaler()
      Rescale to [min, max] Rangeft_min_max_scaler()
      Locality Sensitive Hashingft_minhash_lsh()
      Converts to n-gramsft_ngram()
      Normalize using the given P-Normft_normalizer()
      One-Hot Encodingft_one_hot_encoder()
      Feature Expansion in Polynomial Spaceft_polynomial_expansion()
      Maps to Binned Categorical Featuresft_quantile_discretizer()
      SQL Transformationft_sql_transformer()
      Standardizes Features using Corrected STDft_standard_scaler()
      Filters out Stop Wordsft_stop_words_remover()
      Map to Label Indicesft_string_indexer()
      Splits by White Spacesexport(ft_tokenizer)
      Combine Vectors to Row Vectorft_vector_assembler()
      Indexing Categorical Featureft_vector_indexer()
      Subarray of the Original Featureft_vector_slicer()
      Transform Word into Codeft_word2vec()
      +
      +
      +

      4.2 Supervised

      +

      Examples are reosurces are available in spark.rstudio.com/mlib.

      +
      +
      +

      4.3 Unsupervised

      +
      +

      4.3.1 K-Means Clustering

      Here is an example to get you started with K-Means:

      -
      ## K-means clustering with 3 clusters
      -## 
      -## Cluster centers:
      -##   Petal_Width Petal_Length
      -## 1    1.359259     4.292593
      -## 2    0.246000     1.462000
      -## 3    2.047826     5.626087
      -## 
      -## Within Set Sum of Squared Errors =  31.41289
      -

      More examples are reosurces are available in spark.rstudio.com/mlib.

      +
      + +
      +
      +

      4.4 Broom

      +

      You can turn your sparklyr models into data frames using the broom package:

      + +
      ## # A tibble: 3 x 5
      +##   term        estimate std.error statistic  p.value
      +##   <chr>          <dbl>     <dbl>     <dbl>    <dbl>
      +## 1 (Intercept)    39.7      1.71      23.1  0       
      +## 2 wt             -3.19     0.757     -4.22 0.000222
      +## 3 cyl            -1.51     0.415     -3.64 0.00106
      + +
      ## # A tibble: 1 x 5
      +##   explained.variance mean.absolute.error mean.squared.error r.squared
      +##                <dbl>               <dbl>              <dbl>     <dbl>
      +## 1               29.2                1.92               5.97     0.830
      +## # ... with 1 more variable: root.mean.squared.error <dbl>
      + +
      ## # A tibble: 32 x 14
      +##    `_c0`   mpg   cyl  disp    hp  drat    wt  qsec    vs    am  gear  carb
      +##    <chr> <dbl> <int> <dbl> <int> <dbl> <dbl> <dbl> <int> <int> <int> <int>
      +##  1 Mazd…  21       6  160    110  3.9   2.62  16.5     0     1     4     4
      +##  2 Mazd…  21       6  160    110  3.9   2.88  17.0     0     1     4     4
      +##  3 Dats…  22.8     4  108     93  3.85  2.32  18.6     1     1     4     1
      +##  4 Horn…  21.4     6  258    110  3.08  3.22  19.4     1     0     3     1
      +##  5 Horn…  18.7     8  360    175  3.15  3.44  17.0     0     0     3     2
      +##  6 Vali…  18.1     6  225    105  2.76  3.46  20.2     1     0     3     1
      +##  7 Dust…  14.3     8  360    245  3.21  3.57  15.8     0     0     3     4
      +##  8 Merc…  24.4     4  147.    62  3.69  3.19  20       1     0     4     2
      +##  9 Merc…  22.8     4  141.    95  3.92  3.15  22.9     1     0     4     2
      +## 10 Merc…  19.2     6  168.   123  3.92  3.44  18.3     1     0     4     4
      +## # ... with 22 more rows, and 2 more variables: fitted <dbl>, resid <dbl>
      -

      4.2 Pipelines

      +

      4.5 Pipelines

      Spark’s ML Pipelines provide a way to easily combine multiple transformations and algorithms into a single workflow, or pipeline.

      Take a look at spark.rstudio.com/guides/pipelines to learn about their purpose and functionality.

      diff --git a/docs/r-1.html b/docs/r-1.html new file mode 100644 index 0000000..ac8dcca --- /dev/null +++ b/docs/r-1.html @@ -0,0 +1,351 @@ + + + + + + + + The R in Spark: Learning Apache Spark with R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      + +
      + +
      + +
      +
      + + +
      +
      + +
      +
      +

      Chapter 13 R

      +

      class: rstudio-slide, left

      +
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  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • diff --git a/docs/search_index.json b/docs/search_index.json index 1868af4..ea3172a 100644 --- a/docs/search_index.json +++ b/docs/search_index.json @@ -1,15 +1,15 @@ [ -["index.html", "The R in Spark: Learning Apache Spark with R Preface", " The R in Spark: Learning Apache Spark with R Javier Luraschi 2018-07-16 Preface In this book you will learn how to use Apache Spark with R using the sparklyr R package. The book intends to take someone unfamiliar with Spark or R and help them become intermediate users by teaching a set of tools, skills and practices applicable to data science. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 United States License. "], -["intro.html", "Chapter 1 Introduction 1.1 Background 1.2 Spark 1.3 R 1.4 sparklyr", " Chapter 1 Introduction This chapter covers the historical background that lead to the development of Apache Spark, introduces R in the context of Spark and sparklyr as a project bridging Spark and R. 1.1 Background Humans have been storing, retrieving, manipulating, and communicating information since the Sumerians in Mesopotamia developed writing in about 3000 BC. Based on the storage and processing technologies employed, it is possible to distinguish four distinct phases of development: pre-mechanical (3000 BC – 1450 AD), mechanical (1450–1840), electromechanical (1840–1940), and electronic (1940–present) (Kenneth C. Laudon 1996). During this last phase, humanity is moving from traditional industries to an economy based on information technology and our footprint of digital information has kept growing at exponential rates (The Data Revolution 2016): FIGURE 1.1: World’s capacity to store information. With the ambition to provide a searchable tool to all this new digital information, many companies attempted to provide such functionality with what we know today as web search or search engines. Given the vast amount of digital information, managing information at this scale was a challenging problem that companies had to tackle. Search engines were unble to store all the web page information required to support web searches in a single computer. This meant that they had to split information across many machines, which was accomlished by splitting this data and storing it as many files across many machines, this approach became known as the Google File System from a research paper published in 2003 by Google (Ghemawat, Gobioff, and Leung 2003). One year later, in 2004, Google published a new paper describing how to perform operations across the Google File System, this approach came to be known as MapReduce (Dean and Ghemawat 2008). As you would expect, there are two operations in MapReduce: Map and Reduce. The map operation provides an arbitrary way to transform each file into a new file, usually defined by arbitrary code that scans the file and outputs a different file. The reduce operation combines two files into a new one. These two operations are sufficient to process data at the scale of the data available in the web. For instance, one could define a mapping operation that splits each word in a text file and outputs a new file counting occurrence of words; the reduce operation can be defined to take two word-counting files and combine them by aggregating the total occurrences for each worf. Once defined, a cluster implementing MapReduce can perform this operation several times across many machines to process data at the scale of the entire web. Counting words is often the most basic example, but MapReduce can be also used to rank web pages efficietly and many other much more interesting applications. After these papers were released by Google, a team in Yahoo worked on implementing the Google File System and MapReduce as a single open source project. This project was released in 2006 as Hadoop implementing MapReduce and the Google File System implemented as the Hadoop File System, or HDFS for short. The Hadoop project made distributed file-based computing accessible to a wider range of users and organizations that made use of MapReduce beyond web data processing. While Hadoop provided support to perform map/reduce operations over a distributed file system, it still required each map/reduce operation to be written with code every time a data analysys was run. The Hive project, released in 2008 by Facebook, brought Structured Query Language (SQL) support to Hadoop. This meant that data analysis could now be performed at large-scale without the need to write code for each map/reduce operation, but instead, one could write generic data analysis statements that are much easier to understand and write. 1.2 Spark While Hadoop with Hive was a powerful tool, it was still working over a distributed file system and was dependent on map/reduce operations. This meant that it was running using disk drives which tend to be significantly slower than using a computer’s memory. In 2009, the Apache Spark projects starts in Berkeley to improve over Hadoop. Specifically, by making use of memory (instead of disk drives) and by providing a richer set of verbs beyond map/reduce, this allowed it to be much faster and generic than its predecessor. For instance, one can sort 100TB of data in 72min and 2100 computers using Hadoop, but only 206 computers in 23min using Spark. Spark was build using the Scala programming language, but interfaces to other programming languages are also provided today. Spark was released as an open source project in 2010 with the scope of the project defined as follows: “Apache Spark is a fast and general engine for large-scale data processing.” — spark.apache.org meaning that Spark is a tool designed to support: Data Processing: Data processing is the collection and manipulation of items of data to produce meaningful information (French 1996). Large-Scale: What large means is hard to quantify, but one can interpret this as cluster-scale instead, which represents a set of connected computers that work together. General: Spark optimizes and executes parallel generic code, as in, there is no restriction as to what type of code one can write in Spark. Fast: Spark is much faster than its predecessor by making efficient use of memory to speed data access while running algorithms at scale. Spark is good at tackling large-scale data processing problems, this usually known as big data (data sets that are more voluminous and complex that traditional ones), but also is good at tackling large-scale computation problems, known as big compute (tools and approaches using a large amount of CPU and memory resources in a coordinated way). There is a third problem space where data nor compute are necessarily large scale and yet, there are significant benefits from using the same tools. Big data and big compute problems are usually easy to spot, if the data does not fit into a single machine, you might have a big data problem; if the data fits into a single machine but a process over the data takes days, weeks or months to compute, you might have a big compute problem. For the third problem space, there are a few use cases this breaks to: Velocity: One can have a dataset of 10GB in size and a process that takes 30min to run over this data, this is by no means big-compute nor big-data; however, if a data scientist is researching ways to improve accuracy for their models, reducing the runtime down to 3min it’s a 10X improvement, this improvement can lead to significant advances and productivity gains by increasing the velocity at which one can analyze data. Variety: One can have an efficient process to collect data from many sources into a single location, usually a database, this process could be already running efficiently and close to realtime. Such processes are known at ETL (Extract-Transform-Load); data is extracted from multiple sources, transformed to the required format and loaded in a single data store. While this has worked for years, the tradeoff from this system is that adding a new data source is expensive, the system is centralized and tightly controlled. Since making changes to this type of systems could cause the entire process to come to a halt, adding new data sources usually takes long to be implemented. Instead, one can store all data its natural format and process it as needed using cluster computing, this architecture is currently known as a data lake. Some people refer to some of these benefits as the four ’V’s of big data: Velocity, Variety, Volume and Veracity (which asserts that data can vary greatly in quality which require analysis methods to improve accuracy across a variety of sources). Others have gone as far as expending this to five or even as the 10 Vs of Big Data. Mnemonics set aside, cluster computing is being used today in more innovative ways and and is not uncommon to see organizations experimenting with new workflows and a variety of tasks that were traditionally uncommon for cluster computing. Much of the hype attributed to big data falls into this space, where some will argue that everything should be considered big data and where others will argue than nothing should. My hope is that this book will help you understand the opportunities and limitations of Apache Spark with R. 1.3 R R is a computing language with it’s inception dating back to Bell Laboratories. John Chambers explained in useR 2016 that at the time, computing was done by calling Fortran subroutines which, apparently, were not pleasant to deal with. The S computing language was designed as an interface language to support higher abstractions to perform statistical computing over existing subroutines: FIGURE 1.2: Interface language diagram by John Chambers from useR 2016. R is a modern and free implementation of S, specifically: R is a programming language and free software environment for statistical computing and graphics. — The R Project for Statistical Computing There are two strong arguments for choosing R over other computing languages while working with data: The R Language was designed by statisticians for statisticians, meaning, this is one of the few successful languages designed for non-programmers; so learning R will probably feel more natural. Additionally, since the R language was designed to be an interface to other tools and languages, R allows you to focus more on modeling and less on the peculiarities of computer science and engineering. The R Community provides a rich package archive provided by CRAN (The Comprehensive R Archive Network) which allows you to install ready-to-use packages to perform many tasks, most notably, high-quality statistic models with many only available in R. In addition, the R community is a welcoming and active group of talented individuals motivated to help you succeed. Many packages provided by the R community make R, by far, the place to do statistical computing. To mention some of the popular packages: dplyr to manipulate data, cluster to analyze clusters and ggplot2 to visualize data. One can argue to what degree other fields, like machine learning, overlap with statistics; so far, most people will argue that the overlap is non-trivial. Similar arguments can be made for data science, big data, deep learning and beyond. With the continuous rise of popularity of R, I can only expect R’s influence and scope to keep growing over time; we can take a look at the historic downloads of R packages in CRAN to get some sense of R’s recent growth: FIGURE 1.3: Daily downloads of CRAN packages. 1.4 sparklyr Back in 2016, there was a need in the R community to support Spark through an interface compatible with other R packages, easy to use and available in CRAN. To this end, development of sparklyr started in 2016 by RStudio under JJ Allaire, Kevin Ushey and Javier Luraschi, version 0.4 was released in summer during the useR! conference, this first version added support for dplyr, DBI, modeling with MLlib and an extensible API that enabled extensions like H2O’s rsparkling package. Since then, many new features and improvements have been made available through sparklyr 0.5, 0.6, 0.7 and 0.8. Officially, sparklyr is an R interface for Apache Spark. —github.com/rstudio/sparklyr It’s available in CRAN and works like any other CRAN package, meaning that: it’s agnostic to Spark versions, it’s easy to install, it serves the R community, it embraces other packages and practices from the R community and so on. It’s hosted in GitHub under github.com/rstudio/sparklyr and licensed under Apache 2.0 which is allows you to clone, modify and contribute back to this project. While thinking of who and why should use sparklyr, the following roles come to mind: New Users: For new users, sparklyr provides the easiest way to get started with Spark. My hope is that the first chapters of this book will get you up running with ease and set you up for long term success. Data Scientists: For data scientists that already use and love R, sparklyr integrates with many other R practices and packages like dplyr, magrittr, broom, DBI, tibble and many others that will make you feel at home while working with Spark. For those new to R and Spark, the combination of high-level workflows available in sparklyr and low-level extensibility mechanisms make it a productive environment to match the needs and skills of every data scientist. Expert Users: For those users that are already immersed in Spark and can write code natively in Scala, consider making your libraries available as an sparklyr extension to the R community, a diverse and skilled community that can put your contributions to good use while moving open science forward. This book is titled “The R in Spark” as a way to describe and teach that area of overlap between Spark and R. The R package that represents this overlap is sparklyr; however, the overlap goes beyond a package. It’s an overlap of communities, expectations, future directions, packages and package extensions as well. Naming this book sparklyr or “Introduction to sparklyr” would have left behind a much more exciting opportunity, an opportunity to present this book as an intersection of the R and Spark communities. Both are solving very similar problems with a set of different skills and backgrounds; therefore, it is my hope that sparklyr can be a fertile ground for innovation, a welcoming place to newcomers, a productive place for experienced data scientists and an open community where cluster computing and modeling can come together. Here are some resources to help you get involved: Documentation: This should be your entry point to learn more about sparklyr, the documentation is kept up to date with examples, reference functions and many more relevant resources, https://spark.rstudio.com. Github: If you believe something needs to get fixed, open a GitHub issue or send us a pull request, https://github.com/rstudio/sparklyr. Stack Overflow: For general questions, Stack Overflow is a good place to start, stackoverflow.com/tags/sparklyr. Gitter: For urgent issues or to keep in touch you can chat with us in Gitter, https://gitter.im/rstudio/sparklyr. References "], -["installation.html", "Chapter 2 Installation 2.1 Prerequisites 2.2 Installing Spark 2.3 Connecting to Spark 2.4 Using Spark 2.5 Disconnecting 2.6 Recap", " Chapter 2 Installation From R, installing and launching a local Spark cluster using sparklyr is as easy as running: spark_install() sc <- spark_connect(master = "local") However, to make sure we can all run the code above and understand it, this chapter will walk you through installing the prerequisites, installing Spark and connecting to a local Spark cluster. 2.1 Prerequisites As briefly mentioned in the Introduction chapter, R is a programming language that can run in many platforms and environments. Most people making use of a programming language also choose tools to make them more productive in it; for R, RStudio would be such tool. Strictly speaking, RStudio is an Integrated Development Environment or IDE for short, which also happens to support many platforms and environments. R and RStudio are the free software tools this book will make use of and therefore, I strongly recommend you get those installed if you haven’t done so already. Additionally, since Spark is build in the Scala programming language which is run by the Java Virtual Machine, you also need to install Java 7 or newer in your system. It is likely that your system already has Java installed, but is probably worth updating with the steps bellow. 2.1.1 Install R From r-project.org, download and launch the installer for your platform, Windows, Macs or Linux available. FIGURE 2.1: The R Project for Statistical Computing. 2.1.2 Install Java From oracle.com/technetwork/java/javase/downloads/jdk8-downloads-2133151.html, download and launch the installer for your platform, Windows, Macs or Linux available. While installing the JRE (Java Runtime Environment) is sufficient for most operations, in order to build extensions you will need the JDK (Java Developer Kit); therefore, I rather recommend installing the JDK in the first place. FIGURE 2.2: Java Download. Starting with Spark 2.1, Java 8 is required; however, previous versions of Spark support Java 7. Regardless, we recommend installing Java 8 as described in this chapter 2.1.3 Install RStudio While installing RStudio is not strictly required to work with sparklyr in R, it will make you much more productive and therefore, I would recommend you take the time to install RStudio from rstudio.com/products/rstudio/download/, then download and launch the installer for your platform: Windows, Macs or Linux. FIGURE 2.3: RStudio Downloads. After launching RStudio, identify the Console panel since this is where most of the code will be executed in this book. For additional learning resources on R and RStudio consider visiting: rstudio.com/online-learning/. 2.1.4 Install sparklyr First of all, we would want to install sparkylr. As many other R packages, sparklyr is available in CRAN and can be easily installed as follows: install.packages("sparklyr") The CRAN release of sparklyr contains the most stable version and it’s the recommended version to use; however, for those that need or might want to try newer features being developed in sparklyr you can install directly from GitHub using the devtools package. First install the devtools package and then sparklyr as follows: install.packages("devtools") devtools::install_github("rstudio/sparklyr") 2.2 Installing Spark Start by loading sparklyr, library(sparklyr) This will makes all sparklyr functions available in R, which is really helpful; otherwise, we would have to run each sparklyr command prefixed with sparklyr::. As mentioned, Spark can be easily installed by running spark_install(); this will install the latest version of Spark locally in your computer, go ahead and run spark_install(). Notice that this command requires internet connectivity to download Spark. spark_install() All the versions of Spark that are available for installation can be displayed with spark_available_versions(): spark_available_versions() ## spark ## 1 1.6.3 ## 2 1.6.2 ## 3 1.6.1 ## 4 1.6.0 ## 5 2.0.0 ## 6 2.0.1 ## 7 2.0.2 ## 8 2.1.0 ## 9 2.1.1 ## 10 2.2.0 ## 11 2.2.1 ## 12 2.3.0 A specific version can be installed using the Spark version and, optionally, by also specifying the Hadoop version. For instance, to install Spark 1.6.3, we would run spark_install("1.6.3"). You can also check which versions are installed by running: spark_installed_versions() Finally, in order to uninstall an specific version of Spark you can run spark_uninstall() by specifying the Spark and Hadoop versions, for instance: spark_uninstall(version = "1.6.0", hadoop = "2.6") 2.3 Connecting to Spark It’s important to mention that, so far, we’ve only installed a local Spark cluster. A local cluster is really helpful to get started, test code and troubleshoot with ease; further chapters will explain where to find, install and connect to real Spark clusters with many machines; but for the first few chapters, we will focus on using local clusters. Threfore, to connect to this local cluster we simple run: sc <- spark_connect(master = "local") The master parameter helps sparklyr find which is the “main” machine from the Spark cluster, this machine is often call the driver node. While working with real clusters using many machines, most machines will be worker machines and one will be the master. Since we only have a local cluster with only one machine, we will default to use "local" for now. 2.4 Using Spark Now that you are connected, we can run a simple commands. For instance, let’s start by loading some text. First, lets create a text file by running: write("Hello World!", "hello.txt") Which we can read back in Spark by running: spark_read_text(sc, "hello", "hello.txt") ## # Source: table<hello> [?? x 1] ## # Database: spark_connection ## line ## <chr> ## 1 Hello World! 2.4.1 Web Interface Most of the Spark commands will get started from the R console; however, it is often the case that monitoring and analizing execution is done through Spark’s web interface. This interface is a web page provided by the driver node which can be accessed from sparklyr by running: spark_web(sc) FIGURE 2.4: Apache Spark Web Interface. 2.4.2 Logs Another common tool is to read through the Spark logs, a log is just a text file where Spark will append information relevant to the execution of tasks in the cluster. For local clusters, we can retrieve the sparklyr related log entries by running: spark_log(sc, filter = "sparklyr", n = 5) ## 18/07/16 16:31:30 INFO SparkContext: Submitted application: sparklyr ## 18/07/16 16:31:30 INFO SparkContext: Added JAR file:/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.3-2.11.jar at spark://localhost:51370/jars/sparklyr-2.3-2.11.jar with timestamp 1531783890549 ## 18/07/16 16:31:34 INFO Executor: Fetching spark://localhost:51370/jars/sparklyr-2.3-2.11.jar with timestamp 1531783890549 ## 18/07/16 16:31:34 INFO Utils: Fetching spark://localhost:51370/jars/sparklyr-2.3-2.11.jar to /private/var/folders/fz/v6wfsg2x1fb1rw4f6r0x4jwm0000gn/T/spark-fd84005b-c27a-43fc-8ddb-868ef0ff514f/userFiles-5a34662f-fd21-41f9-96be-cbd56399a207/fetchFileTemp6342252211960260648.tmp ## 18/07/16 16:31:34 INFO Executor: Adding file:/private/var/folders/fz/v6wfsg2x1fb1rw4f6r0x4jwm0000gn/T/spark-fd84005b-c27a-43fc-8ddb-868ef0ff514f/userFiles-5a34662f-fd21-41f9-96be-cbd56399a207/sparklyr-2.3-2.11.jar to class loader 2.4.3 RStudio TODO: Explain and show a couple integration points for those using sparklyr from RStudio. 2.5 Disconnecting For local clusters and, really, any cluster; once you are done processing data you should disconnect by running: spark_disconnect(sc) this will terminate the connection to the cluster but also terminate the cluster tasks as well. If multiple Spark connections are active, or if the conneciton instance sc is no longer available, you can also disconnect all your Spark connections by running spark_disconnect_all(). 2.6 Recap This chapter walked you through installing R, Java, RStudio and sparklyr as the main tools required to use Spark from R. We covered installing local Spark clusters using spark_install() and learned how to launch the web interface using spark_web(sc) and view logs using spark_log(sc). It is my hope that this chapter will help anyone interested in learning cluster computing using Spark and R to get you started, ready to experiment on your own and ready to tackle actual data analysis and modeling tasks without any makor blockers. However, if you hit any installation or connection issues, start by browsing online for the error message or open a GitHub issue under https://github.com/rstudio/sparklyr/issues to help you get going. "], +["index.html", "The R in Spark: Learning Apache Spark with R Preface", " The R in Spark: Learning Apache Spark with R Javier Luraschi 2018-07-30 Preface In this book you will learn how to use Apache Spark with R using the sparklyr R package. The book intends to take someone unfamiliar with Spark or R and help them become intermediate users by teaching a set of tools, skills and practices applicable to data science. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 United States License. "], +["intro.html", "Chapter 1 Introduction 1.1 Background 1.2 Spark 1.3 R 1.4 sparklyr", " Chapter 1 Introduction This chapter covers the historical background that lead to the development of Apache Spark, introduces R in the context of Spark and sparklyr as a project bridging Spark and R. 1.1 Background Humans have been storing, retrieving, manipulating, and communicating information since the Sumerians in Mesopotamia developed writing in about 3000 BC. Based on the storage and processing technologies employed, it is possible to distinguish four distinct phases of development: pre-mechanical (3000 BC – 1450 AD), mechanical (1450–1840), electromechanical (1840–1940), and electronic (1940–present) (Kenneth C. Laudon 1996). During this last phase, humanity is moving from traditional industries to an economy based on information technology and our footprint of digital information has kept growing at exponential rates (The Data Revolution 2016): FIGURE 1.1: World’s capacity to store information. With the ambition to provide a searchable tool to all this new digital information, many companies attempted to provide such functionality with what we know today as web search or search engines. Given the vast amount of digital information, managing information at this scale was a challenging problem that companies had to tackle. Search engines were unble to store all the web page information required to support web searches in a single computer. This meant that they had to split information across many machines, which was accomlished by splitting this data and storing it as many files across many machines, this approach became known as the Google File System from a research paper published in 2003 by Google (Ghemawat, Gobioff, and Leung 2003). One year later, in 2004, Google published a new paper describing how to perform operations across the Google File System, this approach came to be known as MapReduce (Dean and Ghemawat 2008). As you would expect, there are two operations in MapReduce: Map and Reduce. The map operation provides an arbitrary way to transform each file into a new file, usually defined by arbitrary code that scans the file and outputs a different file. The reduce operation combines two files into a new one. These two operations are sufficient to process data at the scale of the data available in the web. For instance, one could define a mapping operation that splits each word in a text file and outputs a new file counting occurrence of words; the reduce operation can be defined to take two word-counting files and combine them by aggregating the total occurrences for each worf. Once defined, a cluster implementing MapReduce can perform this operation several times across many machines to process data at the scale of the entire web. Counting words is often the most basic example, but MapReduce can be also used to rank web pages efficietly and many other much more interesting applications. After these papers were released by Google, a team in Yahoo worked on implementing the Google File System and MapReduce as a single open source project. This project was released in 2006 as Hadoop implementing MapReduce and the Google File System implemented as the Hadoop File System, or HDFS for short. The Hadoop project made distributed file-based computing accessible to a wider range of users and organizations that made use of MapReduce beyond web data processing. While Hadoop provided support to perform map/reduce operations over a distributed file system, it still required each map/reduce operation to be written with code every time a data analysys was run. The Hive project, released in 2008 by Facebook, brought Structured Query Language (SQL) support to Hadoop. This meant that data analysis could now be performed at large-scale without the need to write code for each map/reduce operation, but instead, one could write generic data analysis statements that are much easier to understand and write. 1.2 Spark While Hadoop with Hive was a powerful tool, it was still working over a distributed file system and was dependent on map/reduce operations. This meant that it was running using disk drives which tend to be significantly slower than using a computer’s memory. In 2009, the Apache Spark projects starts in Berkeley to improve over Hadoop. Specifically, by making use of memory (instead of disk drives) and by providing a richer set of verbs beyond map/reduce, this allowed it to be much faster and generic than its predecessor. For instance, one can sort 100TB of data in 72min and 2100 computers using Hadoop, but only 206 computers in 23min using Spark. Spark was build using the Scala programming language, but interfaces to other programming languages are also provided today. Spark was released as an open source project in 2010 with the scope of the project defined as follows: “Apache Spark is a fast and general engine for large-scale data processing.” — spark.apache.org meaning that Spark is a tool designed to support: Data Processing: Data processing is the collection and manipulation of items of data to produce meaningful information (French 1996). General: Spark optimizes and executes parallel generic code, as in, there are no restrictions as to what type of code one can write in Spark. Large-Scale: One can interpret this as cluster-scale, as in, a set of connected computers working together to accomplish specific goals. Fast: Spark is much faster than its predecessor by making efficient use of memory to speed data access while running algorithms at scale. Data Processing means you can use Spark to process data, which is not surprising but also, not very descriptive. General is required to allow you to run any data analysis but is not interesting in it’s own. Describing Spark as large scale is relevant since it implies that a good use case for Spark is tackling problems that can be solved with multiple machines. For instance, when data does not fit in a single disk driver or does not fit into memory, Spark is a good candidate to consider. However, Spark is also fast, meaning, that is worth considering for problems that are not large-scale, but where using multiple processors could speed up computation. For instance, sorting large datasets that fit in memory or cpu intensive models could also bennefit from running in Spark. Therefore, Spark is good at tackling large-scale data processing problems, this usually known as big data (data sets that are more voluminous and complex that traditional ones), but also is good at tackling large-scale computation problems, known as big compute (tools and approaches using a large amount of CPU and memory resources in a coordinated way). There is a third problem space where data nor compute are necessarily large scale and yet, there are significant benefits from using the same tools. Big data and big compute problems are usually easy to spot, if the data does not fit into a single machine, you might have a big data problem; if the data fits into a single machine but a process over the data takes days, weeks or months to compute, you might have a big compute problem. For the third problem space, there are a few use cases this breaks to: Velocity: One can have a dataset of 10GB in size and a process that takes 30min to run over this data, this is by no means big-compute nor big-data; however, if a data scientist is researching ways to improve accuracy for their models, reducing the runtime down to 3min it’s a 10X improvement, this improvement can lead to significant advances and productivity gains by increasing the velocity at which one can analyze data. Variety: One can have an efficient process to collect data from many sources into a single location, usually a database, this process could be already running efficiently and close to realtime. Such processes are known at ETL (Extract-Transform-Load); data is extracted from multiple sources, transformed to the required format and loaded in a single data store. While this has worked for years, the tradeoff from this system is that adding a new data source is expensive, the system is centralized and tightly controlled. Since making changes to this type of systems could cause the entire process to come to a halt, adding new data sources usually takes long to be implemented. Instead, one can store all data its natural format and process it as needed using cluster computing, this architecture is currently known as a data lake. Some people refer to some of these benefits as the four ’V’s of big data: Velocity, Variety, Volume and Veracity (which asserts that data can vary greatly in quality which require analysis methods to improve accuracy across a variety of sources). Others have gone as far as expending this to five or even as the 10 Vs of Big Data. Mnemonics set aside, cluster computing is being used today in more innovative ways and and is not uncommon to see organizations experimenting with new workflows and a variety of tasks that were traditionally uncommon for cluster computing. Much of the hype attributed to big data falls into this space, where some will argue that everything should be considered big data and where others will argue than nothing should. My hope is that this book will help you understand the opportunities and limitations of Apache Spark with R. 1.3 R R is a computing language with it’s inception dating back to Bell Laboratories. John Chambers explained in useR 2016 that at the time, computing was done by calling Fortran subroutines which, apparently, were not pleasant to deal with. The S computing language was designed as an interface language to support higher abstractions to perform statistical computing over existing subroutines: FIGURE 1.2: Interface language diagram by John Chambers from useR 2016. R is a modern and free implementation of S, specifically: R is a programming language and free software environment for statistical computing and graphics. — The R Project for Statistical Computing There are two strong arguments for choosing R over other computing languages while working with data: The R Language was designed by statisticians for statisticians, meaning, this is one of the few successful languages designed for non-programmers; so learning R will probably feel more natural. Additionally, since the R language was designed to be an interface to other tools and languages, R allows you to focus more on modeling and less on the peculiarities of computer science and engineering. The R Community provides a rich package archive provided by CRAN (The Comprehensive R Archive Network) which allows you to install ready-to-use packages to perform many tasks, most notably, high-quality statistic models with many only available in R. In addition, the R community is a welcoming and active group of talented individuals motivated to help you succeed. Many packages provided by the R community make R, by far, the place to do statistical computing. To mention some of the popular packages: dplyr to manipulate data, cluster to analyze clusters and ggplot2 to visualize data. One can argue to what degree other fields, like machine learning, overlap with statistics; so far, most people will argue that the overlap is non-trivial. Similar arguments can be made for data science, big data, deep learning and beyond. With the continuous rise of popularity of R, I can only expect R’s influence and scope to keep growing over time; we can take a look at the historic downloads of R packages in CRAN to get some sense of R’s recent growth: FIGURE 1.3: Daily downloads of CRAN packages. 1.4 sparklyr Back in 2016, there was a need in the R community to support Spark through an interface compatible with other R packages, easy to use and available in CRAN. To this end, development of sparklyr started in 2016 by RStudio under JJ Allaire, Kevin Ushey and Javier Luraschi, version 0.4 was released in summer during the useR! conference, this first version added support for dplyr, DBI, modeling with MLlib and an extensible API that enabled extensions like H2O’s rsparkling package. Since then, many new features and improvements have been made available through sparklyr 0.5, 0.6, 0.7 and 0.8. Officially, sparklyr is an R interface for Apache Spark. —github.com/rstudio/sparklyr It’s available in CRAN and works like any other CRAN package, meaning that: it’s agnostic to Spark versions, it’s easy to install, it serves the R community, it embraces other packages and practices from the R community and so on. It’s hosted in GitHub under github.com/rstudio/sparklyr and licensed under Apache 2.0 which is allows you to clone, modify and contribute back to this project. While thinking of who and why should use sparklyr, the following roles come to mind: New Users: For new users, sparklyr provides the easiest way to get started with Spark. My hope is that the first chapters of this book will get you up running with ease and set you up for long term success. Data Scientists: For data scientists that already use and love R, sparklyr integrates with many other R practices and packages like dplyr, magrittr, broom, DBI, tibble and many others that will make you feel at home while working with Spark. For those new to R and Spark, the combination of high-level workflows available in sparklyr and low-level extensibility mechanisms make it a productive environment to match the needs and skills of every data scientist. Expert Users: For those users that are already immersed in Spark and can write code natively in Scala, consider making your libraries available as an sparklyr extension to the R community, a diverse and skilled community that can put your contributions to good use while moving open science forward. This book is titled “The R in Spark” as a way to describe and teach that area of overlap between Spark and R. The R package that represents this overlap is sparklyr; however, the overlap goes beyond a package. It’s an overlap of communities, expectations, future directions, packages and package extensions as well. Naming this book sparklyr or “Introduction to sparklyr” would have left behind a much more exciting opportunity, an opportunity to present this book as an intersection of the R and Spark communities. Both are solving very similar problems with a set of different skills and backgrounds; therefore, it is my hope that sparklyr can be a fertile ground for innovation, a welcoming place to newcomers, a productive place for experienced data scientists and an open community where cluster computing and modeling can come together. Here are some resources to help you get involved: Documentation: This should be your entry point to learn more about sparklyr, the documentation is kept up to date with examples, reference functions and many more relevant resources, https://spark.rstudio.com. Github: If you believe something needs to get fixed, open a GitHub issue or send us a pull request, https://github.com/rstudio/sparklyr. Stack Overflow: For general questions, Stack Overflow is a good place to start, stackoverflow.com/tags/sparklyr. Gitter: For urgent issues or to keep in touch you can chat with us in Gitter, https://gitter.im/rstudio/sparklyr. References "], +["installation.html", "Chapter 2 Installation 2.1 Prerequisites 2.2 Installing Spark 2.3 Connecting to Spark 2.4 Using Spark 2.5 Disconnecting 2.6 Recap", " Chapter 2 Installation From R, installing and launching a local Spark cluster using sparklyr is as easy as running: spark_install() sc <- spark_connect(master = "local") However, to make sure we can all run the code above and understand it, this chapter will walk you through installing the prerequisites, installing Spark and connecting to a local Spark cluster. 2.1 Prerequisites As briefly mentioned in the Introduction chapter, R is a programming language that can run in many platforms and environments. Most people making use of a programming language also choose tools to make them more productive in it; for R, RStudio would be such tool. Strictly speaking, RStudio is an Integrated Development Environment or IDE for short, which also happens to support many platforms and environments. R and RStudio are the free software tools this book will make use of and therefore, I strongly recommend you get those installed if you haven’t done so already. Additionally, since Spark is build in the Scala programming language which is run by the Java Virtual Machine, you also need to install Java 7 or newer in your system. It is likely that your system already has Java installed, but is probably worth updating with the steps bellow. 2.1.1 Install R From r-project.org, download and launch the installer for your platform, Windows, Macs or Linux available. FIGURE 2.1: The R Project for Statistical Computing. 2.1.2 Install Java From oracle.com/technetwork/java/javase/downloads/jdk8-downloads-2133151.html, download and launch the installer for your platform, Windows, Macs or Linux available. While installing the JRE (Java Runtime Environment) is sufficient for most operations, in order to build extensions you will need the JDK (Java Developer Kit); therefore, I rather recommend installing the JDK in the first place. FIGURE 2.2: Java Download. Starting with Spark 2.1, Java 8 is required; however, previous versions of Spark support Java 7. Regardless, we recommend installing Java 8 as described in this chapter 2.1.3 Install RStudio While installing RStudio is not strictly required to work with sparklyr in R, it will make you much more productive and therefore, I would recommend you take the time to install RStudio from rstudio.com/products/rstudio/download/, then download and launch the installer for your platform: Windows, Macs or Linux. FIGURE 2.3: RStudio Downloads. After launching RStudio, identify the Console panel since this is where most of the code will be executed in this book. For additional learning resources on R and RStudio consider visiting: rstudio.com/online-learning/. 2.1.4 Install sparklyr First of all, we would want to install sparkylr. As many other R packages, sparklyr is available in CRAN and can be easily installed as follows: install.packages("sparklyr") The CRAN release of sparklyr contains the most stable version and it’s the recommended version to use; however, for those that need or might want to try newer features being developed in sparklyr you can install directly from GitHub using the devtools package. First install the devtools package and then sparklyr as follows: install.packages("devtools") devtools::install_github("rstudio/sparklyr") 2.2 Installing Spark Start by loading sparklyr, library(sparklyr) This will makes all sparklyr functions available in R, which is really helpful; otherwise, we would have to run each sparklyr command prefixed with sparklyr::. As mentioned, Spark can be easily installed by running spark_install(); this will install the latest version of Spark locally in your computer, go ahead and run spark_install(). Notice that this command requires internet connectivity to download Spark. spark_install() All the versions of Spark that are available for installation can be displayed with spark_available_versions(): spark_available_versions() ## spark ## 1 1.6.3 ## 2 1.6.2 ## 3 1.6.1 ## 4 1.6.0 ## 5 2.0.0 ## 6 2.0.1 ## 7 2.0.2 ## 8 2.1.0 ## 9 2.1.1 ## 10 2.2.0 ## 11 2.2.1 ## 12 2.3.0 A specific version can be installed using the Spark version and, optionally, by also specifying the Hadoop version. For instance, to install Spark 1.6.3, we would run spark_install("1.6.3"). You can also check which versions are installed by running: spark_installed_versions() Finally, in order to uninstall an specific version of Spark you can run spark_uninstall() by specifying the Spark and Hadoop versions, for instance: spark_uninstall(version = "1.6.0", hadoop = "2.6") 2.3 Connecting to Spark It’s important to mention that, so far, we’ve only installed a local Spark cluster. A local cluster is really helpful to get started, test code and troubleshoot with ease; further chapters will explain where to find, install and connect to real Spark clusters with many machines; but for the first few chapters, we will focus on using local clusters. Threfore, to connect to this local cluster we simple run: sc <- spark_connect(master = "local") The master parameter helps sparklyr find which is the “main” machine from the Spark cluster, this machine is often call the driver node. While working with real clusters using many machines, most machines will be worker machines and one will be the master. Since we only have a local cluster with only one machine, we will default to use "local" for now. 2.4 Using Spark Now that you are connected, we can run a simple commands. For instance, let’s start by loading some text. First, lets create a text file by running: write("Hello World!", "hello.txt") Which we can read back in Spark by running: spark_read_text(sc, "hello", "hello.txt") ## # Source: table<hello> [?? x 1] ## # Database: spark_connection ## line ## <chr> ## 1 Hello World! 2.4.1 Web Interface Most of the Spark commands will get started from the R console; however, it is often the case that monitoring and analizing execution is done through Spark’s web interface. This interface is a web page provided by the driver node which can be accessed from sparklyr by running: spark_web(sc) FIGURE 2.4: Apache Spark Web Interface. 2.4.2 Logs Another common tool is to read through the Spark logs, a log is just a text file where Spark will append information relevant to the execution of tasks in the cluster. For local clusters, we can retrieve the sparklyr related log entries by running: spark_log(sc, filter = "sparklyr", n = 5) ## 18/07/30 22:06:27 INFO SparkContext: Submitted application: sparklyr ## 18/07/30 22:06:27 INFO SparkContext: Added JAR file:/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.3-2.11.jar at spark://localhost:60924/jars/sparklyr-2.3-2.11.jar with timestamp 1533013587616 ## 18/07/30 22:06:31 INFO Executor: Fetching spark://localhost:60924/jars/sparklyr-2.3-2.11.jar with timestamp 1533013587616 ## 18/07/30 22:06:31 INFO Utils: Fetching spark://localhost:60924/jars/sparklyr-2.3-2.11.jar to /private/var/folders/fz/v6wfsg2x1fb1rw4f6r0x4jwm0000gn/T/spark-9a07ff56-b7f6-45e6-ac62-1d1ef786b6a3/userFiles-794f850a-e000-4d8a-888c-de8a4072a7a9/fetchFileTemp8086438395887599157.tmp ## 18/07/30 22:06:31 INFO Executor: Adding file:/private/var/folders/fz/v6wfsg2x1fb1rw4f6r0x4jwm0000gn/T/spark-9a07ff56-b7f6-45e6-ac62-1d1ef786b6a3/userFiles-794f850a-e000-4d8a-888c-de8a4072a7a9/sparklyr-2.3-2.11.jar to class loader 2.4.3 RStudio TODO: Explain and show a couple integration points for those using sparklyr from RStudio. 2.5 Disconnecting For local clusters and, really, any cluster; once you are done processing data you should disconnect by running: spark_disconnect(sc) this will terminate the connection to the cluster but also terminate the cluster tasks as well. If multiple Spark connections are active, or if the conneciton instance sc is no longer available, you can also disconnect all your Spark connections by running spark_disconnect_all(). 2.6 Recap This chapter walked you through installing R, Java, RStudio and sparklyr as the main tools required to use Spark from R. We covered installing local Spark clusters using spark_install() and learned how to launch the web interface using spark_web(sc) and view logs using spark_log(sc). It is my hope that this chapter will help anyone interested in learning cluster computing using Spark and R to get you started, ready to experiment on your own and ready to tackle actual data analysis and modeling tasks without any makor blockers. However, if you hit any installation or connection issues, start by browsing online for the error message or open a GitHub issue under https://github.com/rstudio/sparklyr/issues to help you get going. "], ["dplyr.html", "Chapter 3 Analysis 3.1 dplyr 3.2 DBI", " Chapter 3 Analysis While this chatper has not been written, a few resources and basic examples were made available to help out until this chapter is written. 3.1 dplyr Using sparklyr, you can apply the same data analysis techniques described in Chapter 5 - Data transformation - R for Data Science by Garrett Grolemund and Hadley Wickham. Once you understand dplyr, you can make use of dplyr and sparklyr as follows: library(sparklyr) library(dplyr) # Connect to Spark sc <- spark_connect(master = "local") # Use dplyr's copy_to() to copy the iris dataset to Spark iris_tbl <- copy_to(sc, iris, overwrite = TRUE) # The iris_tbl is a Spark data frame compatible with dplyr iris_tbl ## # Source: table<iris> [?? x 5] ## # Database: spark_connection ## Sepal_Length Sepal_Width Petal_Length Petal_Width Species ## <dbl> <dbl> <dbl> <dbl> <chr> ## 1 5.1 3.5 1.4 0.2 setosa ## 2 4.9 3 1.4 0.2 setosa ## 3 4.7 3.2 1.3 0.2 setosa ## 4 4.6 3.1 1.5 0.2 setosa ## 5 5 3.6 1.4 0.2 setosa ## 6 5.4 3.9 1.7 0.4 setosa ## 7 4.6 3.4 1.4 0.3 setosa ## 8 5 3.4 1.5 0.2 setosa ## 9 4.4 2.9 1.4 0.2 setosa ## 10 4.9 3.1 1.5 0.1 setosa ## # ... with more rows # Transform iris_tbl with dplyr as usual iris_tbl %>% group_by(Species) %>% summarise_all(funs(mean)) ## # Source: lazy query [?? x 5] ## # Database: spark_connection ## Species Sepal_Length Sepal_Width Petal_Length Petal_Width ## <chr> <dbl> <dbl> <dbl> <dbl> ## 1 versicolor 5.94 2.77 4.26 1.33 ## 2 virginica 6.59 2.97 5.55 2.03 ## 3 setosa 5.01 3.43 1.46 0.246 To understand dplyr further, I would recommend taking a look at the following vignettes: Introduction to dplyr Two-table verbs Window functions Programming with dplyr 3.2 DBI The DBI provides an database interface for R, meaning, if you are familiar with SQL, you can make use of DBI to perform SQL queries in Spark using sparklyr. To learn more about DBI, I would recommend reading first A Common Database Interface (DBI). Once you are familiar with DBI, you can use this package with sparklyr as follows: library(DBI) dbGetQuery(sc, "SELECT mean(Sepal_Length), mean(Sepal_Width), mean(Petal_Length), mean(Petal_Width) FROM iris GROUP BY Species") ## avg(Sepal_Length) avg(Sepal_Width) avg(Petal_Length) avg(Petal_Width) ## 1 5.936 2.770 4.260 1.326 ## 2 6.588 2.974 5.552 2.026 ## 3 5.006 3.428 1.462 0.246 More advanced DBI resources are available in the following vignettes: A Common Interface to Relational Databases from R and S – A Proposal Implementing a new backend DBI specification "], -["modeling.html", "Chapter 4 Modeling 4.1 Overview 4.2 Pipelines", " Chapter 4 Modeling While this chatper has not been written, a few resources and basic examples were made available to help out until this chapter is written. 4.1 Overview MLlib is Apache Spark’s scalable machine learning library and is available through sparklyr, mostly, with functions prefixed with ml_. The following table describes some of the modeling algorithms supported: Algorithm Function Accelerated Failure Time Survival Regression ml_aft_survival_regression Alternating Least Squares Factorization ml_als Correlation Matrix ml_corr Decision Trees ml_decision_tree Generalized Linear Regression ml_generalized_linear_regression Gradient-Boosted Trees ml_gradient_boosted_trees Isotonic Regression ml_isotonic_regression K-Means Clustering ml_kmeans Latent Dirichlet Allocation ml_lda Linear Regression ml_linear_regression Linear Support Vector Machines ml_linear_svc Logistic Regression ml_logistic_regression Multilayer Perceptron ml_multilayer_perceptron Naive-Bayes ml_naive_bayes One vs Rest ml_one_vs_rest Principal Components Analysis ml_pca Random Forests ml_random_forest Survival Regression ml_survival_regression Here is an example to get you started with K-Means: library(sparklyr) # Connect to Spark in local mode sc <- spark_connect(master = "local") # Copy iris to Spark iris_tbl <- sdf_copy_to(sc, iris, overwrite = TRUE) # Run K-Means for Species using only Petal_Width and Petal_Length as features iris_tbl %>% ml_kmeans(centers = 3, Species ~ Petal_Width + Petal_Length) ## K-means clustering with 3 clusters ## ## Cluster centers: ## Petal_Width Petal_Length ## 1 1.359259 4.292593 ## 2 0.246000 1.462000 ## 3 2.047826 5.626087 ## ## Within Set Sum of Squared Errors = 31.41289 More examples are reosurces are available in spark.rstudio.com/mlib. 4.2 Pipelines Spark’s ML Pipelines provide a way to easily combine multiple transformations and algorithms into a single workflow, or pipeline. Take a look at spark.rstudio.com/guides/pipelines to learn about their purpose and functionality. "], +["modeling.html", "Chapter 4 Modeling 4.1 Overview 4.2 Supervised 4.3 Unsupervised 4.4 Broom 4.5 Pipelines", " Chapter 4 Modeling While this chatper has not been written, a few resources and basic examples were made available to help out until this chapter is completed. 4.1 Overview MLlib is Apache Spark’s scalable machine learning library and is available through sparklyr, mostly, with functions prefixed with ml_. The following table describes some of the modeling algorithms supported: Algorithm Function Accelerated Failure Time Survival Regression ml_aft_survival_regression() Alternating Least Squares Factorization ml_als() Bisecting K-Means Clustering ml_bisecting_kmeans() Chi-square Hypothesis Testing ml_chisquare_test() Correlation Matrix ml_corr() Decision Trees ml_decision_tree () Frequent Pattern Mining ml_fpgrowth() Gaussian Mixture Clustering ml_gaussian_mixture() Generalized Linear Regression ml_generalized_linear_regression() Gradient-Boosted Trees ml_gradient_boosted_trees() Isotonic Regression ml_isotonic_regression() K-Means Clustering ml_kmeans() Latent Dirichlet Allocation ml_lda() Linear Regression ml_linear_regression() Linear Support Vector Machines ml_linear_svc() Logistic Regression ml_logistic_regression() Multilayer Perceptron ml_multilayer_perceptron() Naive-Bayes ml_naive_bayes() One vs Rest ml_one_vs_rest() Principal Components Analysis ml_pca() Random Forests ml_random_forest() Survival Regression ml_survival_regression() To complement those algorithms, you will often also want to consider using the following feature transformers: Transformer Function Binarizer ft_binarizer() Bucketizer ft_bucketizer() Chi-Squared Feature Selector ft_chisq_selector() Vocabulary from Document Collections ft_count_vectorizer() Discrete Cosine Transform ft_discrete_cosine_transform() Transformation using dplyr ft_dplyr_transformer() Hadamard Product ft_elementwise_product() Feature Hasher ft_feature_hasher() Term Frequencies using Hashing export(ft_hashing_tf) Inverse Document Frequency ft_idf() Imputation for Missing Values export(ft_imputer) Index to String ft_index_to_string() Feature Interaction Transform ft_interaction() Rescale to [-1, 1] Range ft_max_abs_scaler() Rescale to [min, max] Range ft_min_max_scaler() Locality Sensitive Hashing ft_minhash_lsh() Converts to n-grams ft_ngram() Normalize using the given P-Norm ft_normalizer() One-Hot Encoding ft_one_hot_encoder() Feature Expansion in Polynomial Space ft_polynomial_expansion() Maps to Binned Categorical Features ft_quantile_discretizer() SQL Transformation ft_sql_transformer() Standardizes Features using Corrected STD ft_standard_scaler() Filters out Stop Words ft_stop_words_remover() Map to Label Indices ft_string_indexer() Splits by White Spaces export(ft_tokenizer) Combine Vectors to Row Vector ft_vector_assembler() Indexing Categorical Feature ft_vector_indexer() Subarray of the Original Feature ft_vector_slicer() Transform Word into Code ft_word2vec() 4.2 Supervised Examples are reosurces are available in spark.rstudio.com/mlib. 4.3 Unsupervised 4.3.1 K-Means Clustering Here is an example to get you started with K-Means: library(sparklyr) # Connect to Spark in local mode sc <- spark_connect(master = "local") # Copy iris to Spark iris_tbl <- sdf_copy_to(sc, iris, overwrite = TRUE) # Run K-Means for Species using only Petal_Width and Petal_Length as features iris_tbl %>% ml_kmeans(centers = 3, Species ~ Petal_Width + Petal_Length) 4.3.2 Gaussian Mixture Clustering Alternatevely, we can also cluster using Gaussian Mixture Models (GMMs). predictions <- copy_to(sc, fueleconomy::vehicles) %>% ml_gaussian_mixture(~ hwy + cty, k = 3) %>% ml_predict() %>% collect() predictions %>% ggplot(aes(hwy, cty)) + geom_point(aes(hwy, cty, col = factor(prediction)), size = 2, alpha = 0.4) + scale_color_discrete(name = "", labels = paste("Cluster", 1:3)) + labs(x = "Highway", y = "City") + theme_light() FIGURE 4.1: Fuel economy data for 1984-2015 from the US EPA 4.4 Broom You can turn your sparklyr models into data frames using the broom package: model <- cars_tbl %>% ml_linear_regression(mpg ~ wt + cyl) # Turn a model object into a data frame broom::tidy(model) ## # A tibble: 3 x 5 ## term estimate std.error statistic p.value ## <chr> <dbl> <dbl> <dbl> <dbl> ## 1 (Intercept) 39.7 1.71 23.1 0 ## 2 wt -3.19 0.757 -4.22 0.000222 ## 3 cyl -1.51 0.415 -3.64 0.00106 # Construct a single row summary broom::glance(model) ## # A tibble: 1 x 5 ## explained.variance mean.absolute.error mean.squared.error r.squared ## <dbl> <dbl> <dbl> <dbl> ## 1 29.2 1.92 5.97 0.830 ## # ... with 1 more variable: root.mean.squared.error <dbl> # Augments each observation in the dataset with the model broom::augment(model, cars_tbl) ## # A tibble: 32 x 14 ## `_c0` mpg cyl disp hp drat wt qsec vs am gear carb ## <chr> <dbl> <int> <dbl> <int> <dbl> <dbl> <dbl> <int> <int> <int> <int> ## 1 Mazd… 21 6 160 110 3.9 2.62 16.5 0 1 4 4 ## 2 Mazd… 21 6 160 110 3.9 2.88 17.0 0 1 4 4 ## 3 Dats… 22.8 4 108 93 3.85 2.32 18.6 1 1 4 1 ## 4 Horn… 21.4 6 258 110 3.08 3.22 19.4 1 0 3 1 ## 5 Horn… 18.7 8 360 175 3.15 3.44 17.0 0 0 3 2 ## 6 Vali… 18.1 6 225 105 2.76 3.46 20.2 1 0 3 1 ## 7 Dust… 14.3 8 360 245 3.21 3.57 15.8 0 0 3 4 ## 8 Merc… 24.4 4 147. 62 3.69 3.19 20 1 0 4 2 ## 9 Merc… 22.8 4 141. 95 3.92 3.15 22.9 1 0 4 2 ## 10 Merc… 19.2 6 168. 123 3.92 3.44 18.3 1 0 4 4 ## # ... with 22 more rows, and 2 more variables: fitted <dbl>, resid <dbl> 4.5 Pipelines Spark’s ML Pipelines provide a way to easily combine multiple transformations and algorithms into a single workflow, or pipeline. Take a look at spark.rstudio.com/guides/pipelines to learn about their purpose and functionality. "], ["clusters.html", "Chapter 5 Clusters 5.1 Overview 5.2 Managers 5.3 On-Premise 5.4 Cloud 5.5 Tools 5.6 Recap", " Chapter 5 Clusters Previous chapters focused on using Spark over a single computing instance, your personal computer. In this chapter we will introduce techniques to run Spark over multiple computing instances, also known as a computing cluster, to analyze data at scale. If you already have a Spark cluster in your organization, you could consider skipping to the next chapter, Connections, which will teach you how to connect to an existing cluster. If don’t have a cluster or are considering improvements to your existing infrastructure, this chapter will introduce some of the cluster trends, managers and providers available today. 5.1 Overview There are three major trends in cluster computing worth discussing: on-premise, cloud computing and kubernetes. Framing these trends over time will help us understand how they came to be, what they are and what their future might be: FIGURE 5.1: Google trends for on-premise (mainframe), cloud computing and kubernetes. For on-premise clusters, someone, either yourself or someone in your organiation purchased physical computers that are intended to be used for cluster computing. The computers in this cluster can made of off-the-shelf hardware, meaning that someone placed an order to purchase computers usually found in stores shelves or, high-performance hardware, meaning that a computing vendor provided highly customized computing hardware which also comes optimized for high-performance network connectivity, power consumption, etc. When purchasing hundreds or thousands of computing instances, it doesn’t make sense to keep them in the usual computing case that we are all familiar with, but rather, it makes sense to stack them as efficient as possible on top of each other to minimize room space. This group of efficiently stacked computing instances is known as a rack. Once a cluster grows to thousands of computers, you will also need to host hundreds of racks of computing devices, at this scale, you would also need significant physical space to hosts those racks. A building that provides racks of computing instances is usually known as a data-center. At the scale of a data center, optimizing the building that holds them, their heating system, power suply, network connectivity, etc. becomes also relevant to optimize. In 2011, Facebook announced the Open Compute Project inniciative which provides a set of data center blueprints free for anyone to use. There is nothing preventing us from building our own data centers and in fact, many organizations have followed this path. For instance, Amazon started as an online book store, over the years Amazon grew to sell much more than just books and, with it’s online store growth, their data centers also grew in size. In 2002, Amazon considered selling access to virtual servers, in their data centers to the public and, in 2004, Amazon Web Services launched as a way to let anyone rent a subset of their datacenters on-demand, meaning that one did not have to purchase, configure, maintain nor teardown it’s own clusters but could rather rent them from Amazon directly. The on-demand compute model is what we know today as Cloud Computing. It’s a concept that evolved from Amazon Web Services providing their data centers as a service. In the cloud, the cluster you use is not owned by you and is neither in your physical building, but rather, it’s a data center owned and managed by someone else. Today, there are many cloud providers in this space ranging from Amazon, Microsoft, Google, IBM and many others. Most cloud computing platforms provide a user interface either through a web applciation and command line to request and manage resources. While the bennefits of processing data in the cloud were obvious for many years, picking a cloud provider had the unintended side-effect of locking organizations with one particular provider, making it hard to switch between provideers or back to on-premise clusters. Kubernetes, announced by Google in 2014, is an open source system for managing containerized applications across multiple hosts. In practice, it provides common infrastructure otherwise proprietary to cloud providers making it much easier to deploy across multiple cloud providers and on-premise as well. However, being a much newer paradigm than on-premise or cloud computing, it is still in it’s adoption phase but, nevertheless, promising for cluster computing in general and, specifically, for Apache Spark. 5.2 Managers In order to run Spark within a computing cluster, one needs to run something capable of initializing Spark over each compute instance, this is known as a cluster manager. The available cluster managers in Spark are: Spark Standalone, YARN, Mesos and Kubernetes. 5.2.1 Standalone In Spark Standalone, Spark works on it’s own without additional software requirements since it provides it’s own cluster manager as part of the Spark installation. FIGURE 5.2: Spark Standalone Site. By completing the Installation chapter, you should have a local Spark installation available, which we can use to initialize a local stanalone Spark cluster. First, retrieve the SPARK_HOME directory by running sparklyr::spark_home_dir() from R and then, from a terminal or R, use start-master.sh and start-slave.sh as follows: # Retrieve the Spark installation directory spark_home <- sparklyr::spark_home_dir() # Build path to start-master.sh start_master <- file.path(spark_home, "sbin", "start-master.sh") # Execute start-master.sh to start the cluster manager master node system2(start_master) # Build path to start-slave start_slave <- file.path(spark_home, "sbin", "start-slave.sh") # Execute start-slave.sh to start a worker and register in master node system2(start_slave, paste0("spark://", system2("hostname", stdout = TRUE), ":7077")) The previous command initialized the master node and a worker node, the master node interface can be accessed under localhost:8080 and looks like the following: FIGURE 5.3: Spark Standalone Web Interface. Notice that there is one worker register in Spark standalone, you can follow the link to this worker node to see additional information: FIGURE 5.4: Spark Standalone Worker Web Interface. Once data analysis is complete, one can simply stop all the running nodes in this local cluster by running: stop_all <- file.path(spark_home, "sbin", "stop-all.sh") system2(stop_all) A similar approach can be followed to configure a cluster by running each start-slave.sh command over each machine in the cluster. Further reading: Spark Standalone Mode 5.2.2 Yarn YARN for short, or Hadoop YARN, is the resource manager introduced in 2012 to the Hadoop project. As mentioned in in the Introduction chapter, Spark was built initially to speed up computation over Hadoop; then, when Hadoop 2 was launched, it introduced YARN as a component to manage resources in the cluster, to this date, using Hadoop YARN with Apache Spark is still very common. YARN applications can be submitted in two modes: yarn-client and yarn-cluster. In yarn-cluster mode the driver is running remotely, while in yarn-client mode, the driver is on the machine that started the job, sparklyr supports both modes. FIGURE 5.5: Hadoop YARN Site Further reading: Running Spark on YARN 5.2.3 Mesos Apache Mesos is an open-source project to manage computer clusters. Mesos began as a research project in the UC Berkeley RAD Lab by then PhD students Benjamin Hindman, Andy Konwinski, and Matei Zaharia, as well as professor Ion Stoica. Mesos uses Linux Cgroups to provide isolation for CPU, memory, I/O and file system. FIGURE 5.6: Mesos Landing Site Further reading: Running Spark on Mesos 5.2.4 Kubernetes Kubernetes is an open-source container-orchestration system for automating deployment, scaling and management of containerized applications that was originally designed by Google and now maintained by the Cloud Native Computing Foundation. FIGURE 5.7: Kubernetes Landing Site. Further reading: Running Spark on Kubernetes 5.3 On-Premise As mentioned in the overview section, on-premise clusters represent a set of computing instances procured, colocated and managed by staff members from your organization. These clusters can be highly customized and controlled; however, they can also inccur significant initial expenses and maintenance costs. One can use a cluster manager in on-premise clusters as described in the previous section; however, many organizations choose to partner with companies providing additional management software, services and resources to manage software in their cluster including, but not limited to, Apache Spark. Some of the on-premise cluster providers include: Cloudera, Hortonworks and MapR to mention a few which will be briefly introduced. 5.3.1 Cloudera Cloudera, Inc. is a United States-based software company that provides Apache Hadoop and Apache Spark-based software, support and services, and training to business customers. Cloudera’s hybrid open-source Apache Hadoop distribution, CDH (Cloudera Distribution Including Apache Hadoop), targets enterprise-class deployments of that technology. Cloudera says that more than 50% of its engineering output is donated upstream to the various Apache-licensed open source projects (Apache Hive, Apache Avro, Apache HBase, and so on) that combine to form the Apache Hadoop platform. Cloudera is also a sponsor of the Apache Software Foundation. FIGURE 5.8: Cloudera Landing Site. 5.3.2 Hortonworks Hortonworks is a big data software company based in Santa Clara, California. The company develops, supports, and provides expertise on an expansive set of entirely open source software designed to manage data and processing for everything from IOT, to advanced analytics and machine learning. Hortonworks believes it is a data management company bridging the cloud and the datacenter. FIGURE 5.9: Hortonworks Landing Site. 5.3.3 MapR MapR is a business software company headquartered in Santa Clara, California. MapR provides access to a variety of data sources from a single computer cluster, including big data workloads such as Apache Hadoop and Apache Spark, a distributed file system, a multi-model database management system, and event stream processing, combining analytics in real-time with operational applications. Its technology runs on both commodity hardware and public cloud computing services. FIGURE 5.10: MapR Landing Site. 5.4 Cloud For those readers that don’t have a cluster yet, it is likely that you will want to choose a cloud cluster, this section will briefly mention some of the major cloud infrastructure providers as a starting point to choose the right one for you. It is worth mentioning that in a cloud service model, the compute instances are charged by the hour and times the number of instances reserved for your cluster. Since the cluster size is flexible, it is a good practice to start with small clusters and scale compute resources as needed. Even if you know in advance that a cluster of significant size will be required, starting small provides an opportunity to troubleshoot issues at a lower cost since it’s unlikely that your data analysis will run at scale flawlessly on the first try. The major providers of cloud computing infrastructure are: Amazon, Google and Microsoft that this section will briefly introduce. 5.4.1 Amazon Amazon provides cloud services through Amazon Web Services; more specifically, they provide an on-demand Spark cluster through Amazon Elastic Map Reduce or EMR for short. FIGURE 5.11: Amazon EMR Landing Site. 5.4.2 Google Google provides their on-demand computing services through their Google Cloud, on-demand Spark cluster are provided by Google Dataproc. FIGURE 5.12: Google Dataprox Landing Site. 5.4.3 Microsoft Microsoft provides cloud services thorugh Microsft Azure and Spark clusters through Azure HDInsight. FIGURE 5.13: Azure HDInsight Landing Site. 5.5 Tools While using only R and Spark can be sufficient for some clusters, it is common to install complementary tools in your cluster to improve: monitoring, sql analysis, workflow coordination, etc. with applications like Ganglia, Hue and Oozie respectevly. This secton is not meant to cover all, but rather mention two that are relevant to R and sparklyr. 5.5.1 RStudio RStudio’s open source and professional products, like: RStudio Server, RStudio Server Pro, Shiny Server, Shiny Server Pro, or RStudio Connect; can be installed within the cluster to support many R workflows, while sparklyr does not require any additional tools, they provide significant productivity gains worth considering. FIGURE 5.14: Rstudio Server 5.5.2 Livy Apapche Livy is an incubation project in Apache providing support to use Spark clusters remotely through a web interface. It is ideal to connect directly into the Spark cluster; however, there are times where connecting directly to the cluster is not feasible. When facing those constraints, one can consider installing Livy in their cluster and secure it properly to enable remote use over web protocols. However, there is a significant performance overhead from using Livy in sparklyr for experimentation, meaning that, executing many client comamnds over Livy has a significant overhead; however, running a few commands to generate complex analysis is usually performant since the performance overhead of starting computation can be insignificant compared to the actual cluster computation. FIGURE 5.15: Apache Livy Landing Site. To help test Livy locally, sparklyr provides support to list, install, start and stop a local Livy instance by executing: # List versions of Livy available to install livy_available_versions() ## livy ## 1 0.2.0 ## 2 0.3.0 ## 3 0.4.0 ## 4 0.5.0 # Install default Livy version livy_install() # List installed Livy services livy_installed_versions() # Start the Livy service livy_service_start() # Stops the Livy service livy_service_stop() The default address for this local Livy service is http://localhost:8998 5.6 Recap This chapter explained the history and tradeoffs of on-premise, cloud computing and presented Kubernetes as a promising framework to provide flexibility across on-premise and cloud providers. It also introduced cluster managers (Spark Standalone, YARN, Mesos and Kubernetes) as the software needed to run Spark as a cluster application. This chapter briefly mentioned on-premise cluster providers like Cloudera, Hortonworks and MapR as well as the major cloud providers: Amazon, Google and Microsoft. While this chapter provided a solid foundation to understand current computing trends, cluster tools and providers useful to perform data science; it falls short to help those tasked with deliberately choosing a cluster manager, service provider or architecture. If you have this task assigned to you, use this chapter as a starting point to reach to many more resources to complete your understanding of the platform your organization needs. The next chapter, Connections, assumes a Spark cluster is already available to you and will focus on understanding how to connect to it from sparklyr. "], -["connections.html", "Chapter 6 Connections 6.1 Overview 6.2 Types 6.3 Troubleshooting 6.4 Recap", " Chapter 6 Connections The previous chapter, Clusters, presented the major cluster computing paradigms, cluster managers and cluster providers; this section explains the internal components of a Spark cluster and the how to perform connections to any cluster running Apache Spark. 6.1 Overview Before explaining how to connect to Spark clusters, it is worth discussing the components of a Spark cluster and how they interact, this is often known as the cluster architecture of Apache Spark. First, lets go over a couple definitions. As you know form previous chapters, a cluster is a collection of machines to perform analysis beyond a single computer. However, in distributed systems and clusters literature, we often reffer to each physical machine as a compute instance, compute node, or simply instance or node for short. It is helpful to remind this while reading through this chapter and making use of external resource. In a Spark cluster, there are three types of compute instances that are relevant to Spark: The driver node, the worker nodes and the cluster manager. A cluster manager is a service that allos Spark to be executed in the clsuter and was explained in the Cluster Managers section. The driver node is tasked with delegating work to the worker nodes, but also for aggregating their results and iterating further if needed. For the most part, aggregation happens in the worker nodes; however, even after the nodes aggregate data, it is often the case that the driver node would have to aggregate the worker results. Therefore, the driver node has at least, but often, much more compute resources (read RAM, CPU, Local Storage, etc.) then the worker node. Strictly speaking, the driver node and worker nodes are just names assigned to machines with particular roles, while the actual computation in the driver node is performed by the spark context. The Spark context is a Spark component tasked with scheduling tasks, managing data and so on. In the worker nodes, the actual computation is performed under a spark executor, which is also a Spark component tasked with executing subtasks against a data partition. FIGURE 6.1: Apache Spark Architecture If you already have an Spark cluster in their organization, you should ask your cluster administrator to provide connection information for this cluster and read carefully their usage policies and constraints. A cluster is usually shared among many users so you want to be respectful of others time and resources while using a shared cluster environment. Your system administrator will describe if it’s an on-premise vs cloud cluster, the cluster manager being used, supported connections and supported tools. You can use this information to jump directly to Local, Standalone, Yarn, Mesos, Livy or Kubernetes based on the information provided to you. 6.1.1 Edge Nodes Before connecting to Apache Spark, you will first have to connect to the cluster. Usually, by connecting to an edge node within the cluster. An edge node, is a machine that can accessed from outside the cluster but which is also part of the cluster. There are two methods to connect to this edge instance: Terminal: Using a computer terminal applicaiton, one can use a secure shell to establish a remote connection into the cluster, once you connect into the cluster, you can launch R and then use sparklyr. Web Browser: While using sparklyr from a terminal is possible, it is usually more producty to install a web server in an edge node that provides more tools and functionality to run R with sparklyr. Most likely, you will want to consider using RStudio Server rather than connecting from the terminal. FIGURE 6.2: Using a Spark Cluster from an Edge Node 6.1.2 Spark Home It is important to mention that, while connecting to a Spark cluster, you will need to find out the correct SPARK_HOME path which contains the installation of Spark in the given instance. The SPARK_HOME path must be set as an environment variable before connecting or explicitly specified in spark_connect() using the spark_home parameter. For system administrators, we recommend you set SPARK_HOME for all the users in your cluster; however, if this is not set in your cluster you can also specify SPARK_HOME while using spark_connect() as follows: sc <- spark_connect(master = "cluster-master", spark_home = "local/path/to/spark") Where cluster-master is set to the correct cluster manager master for Spark Standalone, YARN, Mesos, etc. 6.2 Types 6.2.1 Local When connecting to Spark in local mode, Spark starts as a single application simulating a cluster with a single node, this is not a proper computing cluster but is ideal to perform work offline and troubleshoot issues. A local connection to Spark is represented in the following diagram: FIGURE 6.3: Local Connection Diagram Notice that in the local connections diagram, there is no cluster manager nor worker process since, in local mode, everything runs inside the driver application. It’s also worth pointing out that sparklyr starts the Spark Context through spark-submit, a script available in every Spark installation to enable users to submit custom application to Spark which sparklyr makes use of to submit itself to Spark. For the curious reader, the Contributing chapter explains the internal processes that take place in sparklyr to submit this application and connect properly from R. To perform this local connection, we can connect with the following familiar code used in previous chapters: # Connect to local Spark instance sc <- spark_connect(master = "local") By default, sparklyr, will connect using as many CPU cores are available in your compute instance; however, this can be customized by connecting using master="local[n]", where n is the desired number of cores to use. For example, we can connect using only 2 CPU cores as follows: # Connect to local Spark instance using 2 cores sc <- spark_connect(master = "local[2]") 6.2.2 Standalone Connecting to a Spark Standalone cluster requires the location of the cluster manager’s master instance, this location can be found in the cluster manager web interface as described in the clusters-standalone section, you can find this location by looking for a URL starting with spark://. A connection in standalone mode starts from sparklyr launching spark-submit to submit the sparklyr application and creating the Spark Context, which requests executors to Spark’s standalone cluster manager in the master location: FIGURE 6.4: Spark Standalone Connection Diagram In order to connect, use master="spark://hostname:port" in spark_connect() as follows: sc <- spark_connect(master = "spark://hostname:port") 6.2.3 Yarn Hadoop YARN supports two connection modes: YARN Client and YARN Cluster. However, YARN Client mode is much more common that YARN Cluster since it’s more efficient and easier to set up. 6.2.3.1 Yarn Client When connecting in YARN Client mode, the driver instance runs R, sparklyr and the Spark Context which requests worker nodes from YARN to run Spark executors as follows: FIGURE 6.5: YARN Client Connection Diagram To connect, one can simply run with master = "yarn" as follows: sc <- spark_connect(master = "yarn-client") Once connected, you can use all techniques described in previous chapters using the sc connection; for instances, you can do data analysis or modeling. 6.2.3.2 Yarn Cluster The main difference between YARN Cluster mode and YARN Client mode is that in YARN Cluster mode, the driver node is not required to be the node where R and sparklyr get started; instead, the driver node remains the designated driver node which is usually a different node than the edge node where R is running. It can be helpful to consider using YARN Cluster when the edge node has too many concurrent users, is lacking computing resources or where tools (like RStudio) need to be managed independently of other clsuter resources. FIGURE 6.6: YARN Cluster Connection Diagram To connect in YARN Cluster mode, we can simple run: sc <- spark_connect(master = "yarn-cluster") This connection assumes that the node running spark_connect() is properly configured, meaning that, yarn-site.xml exists and the YARN_CONF_DIR environment variable is properly set. When using Hadoop as a file system, one would also need the HADOOP_CONF_DIR environment variable properly configured. This configuration is usually provided by your system administrator and is not something that you would have to manually configure. 6.2.4 Livy As opposed to other connection methods which require using an edge node in the cluster, Livy Livy provides a Web API that makes the Spark cluster accessible from outside the cluster and neither requires a local installation in the client. Once connected through the Web API, the Livy Service starts the Spark context by requesting reosurces from the cluster manager and distributing work as usual. FIGURE 6.7: Livy Connection Diagram Conencting through Livy requires the URL to the Livy service which should be similar to https://hostname:port/livy. Since remote connections are allowed, connections usually requires, at the very least, basic authentication: sc <- spark_connect(master = "https://hostname:port/livy", method = "livy", config = livy_config( username="<username>", password="<password>" )) Once connected through Livy, operations you can make use of an other sparklyr feature; however, Livy is not suitable for experimental data analysis, since executing commands have a significant delay; that said, while running long running computations, this overhead could be considered irrelevant. In general, it is preffered to avoid using Livy and work directly within an edge node in the cluster; if this is not feasible, using Livy could be a reasonable approach. 6.2.5 Mesos Similar to YARN, Mesos supports client mode and a cluster mode. However, sparklyr currently only supports client mode for Mesos. FIGURE 6.8: Mesos Connection Diagram Connecting requires the address to the Mesos master node, usually in the form of mesos://host:port or mesos://zk://host1:2181,host2:2181,host3:2181/mesos for Mesos using ZooKeeper. sc <- spark_connect(master = "mesos://host:port") 6.2.6 Kubernetes Kubernetes cluster do not support client modes similar to Mesos or YARN, instead, the connection model is similar to YARN Cluster, where the driver node is assigned by Kubernetes. FIGURE 6.9: Kubernetes Connection Diagram Kubernetes support is scheduled to be added to sparklyr with sparklyr/issues/1525, please follow progress for this feature directly in github. Once Kubernetes becomes supported in sparklyr, connecting to Kubernetes will work as follows: sc <- spark_connect( master = "k8s://https://<apiserver-host>:<apiserver-port>" config = list( spark.executor.instances = 2, spark.kubernetes.container.image = "spark-image" ) ) If your computer is already configured to use a Kubernetes cluster, you can use the following commmand to find the apiserver-host and apiserver-port: system2("kubectl", "cluster-info") 6.3 Troubleshooting 6.3.1 Logging One first step is to troubleshoot connections is to run in verbose to print directly to the console additional error messages: sc <- spark_connect(master = "local", log = "console") 6.3.2 Spark Submit If connections fail in sparklyr, first troubleshoot if this issue is specific to sparklyr or Spark in general. This can be accomplished by running an example spark-submit job and validating that no errors are thrown: # Find the spark directory using an environment variable Sys.getenv("SPARK_HOME") # Or by getting the local spark installation sparklyr::spark_home_dir() From the terminal run: cd path/to/spark/ bin/spark-submit 6.3.3 Multiple It is common to connect once, and only once, to Spark. However, you can also open multiple connections to Spark by connecting to different clusters or by specifying the app_name parameter, this can be helpful to compare Spark versions or validate you analysis before submitting to the cluster. The following example opens connections to Spark 1.6.3, 2.3.0 and Spark Standalone: # Connect to local Spark 1.6.3 sc_1_6_3 <- spark_connect(master = "local", version = "1.6.3") # Connect to local Spark 2.3.0 sc_2_3_0 <- spark_connect(master = "local", version = "2.3.0", appName = "Spark23") # Connect to local Spark Standalone sc_standalone <- spark_connect(master = "spark://host:port") Finally, we can disconnect from each connection: spark_disconnect(sc_1_6_3) spark_disconnect(sc_2_3_0) spark_disconnect(sc_standalone) Alternatevely, you can disconnect from all connections at once: spark_disconnect_all() 6.3.4 Windows Connecting from Windows is, in most cases, as straightforward as connecting from Linux or OS X; however, there are a few common connection issues you might hit t Firewalls and atni-viruse software might block ports for your connection. The default port used by sparklyr is 8880, double check this port is not being blocked. Long path names can cause issues in, specially, older Windows systems like Windows 7. When using these systems, try connecting with Spark installed with all folders using 8 characters or less. 6.3.5 Submit Manually To troubleshoot Windows connections in detail, you can use a 2-step initialization that is often very helpful to diagnose connection issues. This 2-step initialization os performed by launching sparklyr through spark-submit followed by connecting with sparklyr from R. First, identify the Spark installation directory. Second, identify the path to the correct sparklyr*.jar, you can find this path by running; dir(system.file("java", package = "sparklyr"), pattern = "sparklyr", full.names = T) ## [1] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-1.5-2.10.jar" ## [2] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-1.6-2.10.jar" ## [3] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.0-2.11.jar" ## [4] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.1-2.11.jar" ## [5] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.2-2.11.jar" ## [6] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.3-2.11.jar" Make sure you identify the correct version that matches your Spark cluster, for isntance sparklyr-2.1-2.11.jar for Spark 2.1. Third, from the terminal run: $SPARK_HOME/bin/spark-submit --class sparklyr.Shell $PATH_TO_SPARKLYR_JAR 8880 12345 18/06/11 12:13:53 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 18/06/11 12:13:53 INFO sparklyr: Session (12345) is starting under 127.0.0.1 port 8880 18/06/11 12:13:53 INFO sparklyr: Session (12345) found port 8880 is available 18/06/11 12:13:53 INFO sparklyr: Gateway (12345) is waiting for sparklyr client to connect to port 8880 The parameter 8880 represents the default port to use in sparklyr while 12345 is the session number, this is a cryptographically secure number generated by sparklyr, but for troubleshooting purpuses can be as simple as 12345. Then, from R, connect as follows, notice that there is a 60 seconds timeout, so you’ll have to run the R command immediately after running the terminal command: library(sparklyr) sc <- spark_connect(master = "sparklyr://localhost:8880/12345", version = "2.3") 6.4 Recap This chapter presented an overview of Spark’s architecture and detailed connections concepts and examples to connect in local mode, standalone, YARN, Mesos, Kubernetes and Livy. It also presented edge nodes and their role while connecting to Spark clusters. This information should give you enough information to effectevely connect to any cluster with Apache Spark enabled. To troubleshoot connection problems, it is recommended to search for the connection problem in StackOverflow, the sparklyr github issues and, if needed, open a new GitHub issue in sparklyr to assist further. In the next chapter, Tuning, you will learn in-detail how Spark works and use this knowledge to optimize it’s resource usage and performance. "], +["connections.html", "Chapter 6 Connections 6.1 Overview 6.2 Types 6.3 Troubleshooting 6.4 Recap", " Chapter 6 Connections The previous chapter, Clusters, presented the major cluster computing paradigms, cluster managers and cluster providers; this section explains the internal components of a Spark cluster and the how to perform connections to any cluster running Apache Spark. 6.1 Overview Before explaining how to connect to Spark clusters, it is worth discussing the components of a Spark cluster and how they interact, this is often known as the cluster architecture of Apache Spark. First, lets go over a couple definitions. As you know form previous chapters, a cluster is a collection of machines to perform analysis beyond a single computer. However, in distributed systems and clusters literature, we often reffer to each physical machine as a compute instance, compute node, or simply instance or node for short. It is helpful to remind this while reading through this chapter and making use of external resource. In a Spark cluster, there are three types of compute instances that are relevant to Spark: The driver node, the worker nodes and the cluster manager. A cluster manager is a service that allos Spark to be executed in the clsuter and was explained in the Cluster Managers section. The driver node is tasked with delegating work to the worker nodes, but also for aggregating their results and iterating further if needed. For the most part, aggregation happens in the worker nodes; however, even after the nodes aggregate data, it is often the case that the driver node would have to aggregate the worker results. Therefore, the driver node has at least, but often, much more compute resources (read RAM, CPU, Local Storage, etc.) then the worker node. Strictly speaking, the driver node and worker nodes are just names assigned to machines with particular roles, while the actual computation in the driver node is performed by the spark context. The Spark context is a Spark component tasked with scheduling tasks, managing data and so on. In the worker nodes, the actual computation is performed under a spark executor, which is also a Spark component tasked with executing subtasks against a data partition. FIGURE 6.1: Apache Spark Architecture If you already have an Spark cluster in their organization, you should ask your cluster administrator to provide connection information for this cluster and read carefully their usage policies and constraints. A cluster is usually shared among many users so you want to be respectful of others time and resources while using a shared cluster environment. Your system administrator will describe if it’s an on-premise vs cloud cluster, the cluster manager being used, supported connections and supported tools. You can use this information to jump directly to Local, Standalone, Yarn, Mesos, Livy or Kubernetes based on the information provided to you. 6.1.1 Edge Nodes Before connecting to Apache Spark, you will first have to connect to the cluster. Usually, by connecting to an edge node within the cluster. An edge node, is a machine that can accessed from outside the cluster but which is also part of the cluster. There are two methods to connect to this edge instance: Terminal: Using a computer terminal applicaiton, one can use a secure shell to establish a remote connection into the cluster, once you connect into the cluster, you can launch R and then use sparklyr. Web Browser: While using sparklyr from a terminal is possible, it is usually more producty to install a web server in an edge node that provides more tools and functionality to run R with sparklyr. Most likely, you will want to consider using RStudio Server rather than connecting from the terminal. FIGURE 6.2: Using a Spark Cluster from an Edge Node 6.1.2 Spark Home It is important to mention that, while connecting to a Spark cluster, you will need to find out the correct SPARK_HOME path which contains the installation of Spark in the given instance. The SPARK_HOME path must be set as an environment variable before connecting or explicitly specified in spark_connect() using the spark_home parameter. For system administrators, we recommend you set SPARK_HOME for all the users in your cluster; however, if this is not set in your cluster you can also specify SPARK_HOME while using spark_connect() as follows: sc <- spark_connect(master = "cluster-master", spark_home = "local/path/to/spark") Where cluster-master is set to the correct cluster manager master for Spark Standalone, YARN, Mesos, etc. 6.2 Types 6.2.1 Local When connecting to Spark in local mode, Spark starts as a single application simulating a cluster with a single node, this is not a proper computing cluster but is ideal to perform work offline and troubleshoot issues. A local connection to Spark is represented in the following diagram: FIGURE 6.3: Local Connection Diagram Notice that in the local connections diagram, there is no cluster manager nor worker process since, in local mode, everything runs inside the driver application. It’s also worth pointing out that sparklyr starts the Spark Context through spark-submit, a script available in every Spark installation to enable users to submit custom application to Spark which sparklyr makes use of to submit itself to Spark. For the curious reader, the Contributing chapter explains the internal processes that take place in sparklyr to submit this application and connect properly from R. To perform this local connection, we can connect with the following familiar code used in previous chapters: # Connect to local Spark instance sc <- spark_connect(master = "local") By default, sparklyr, will connect using as many CPU cores are available in your compute instance; however, this can be customized by connecting using master="local[n]", where n is the desired number of cores to use. For example, we can connect using only 2 CPU cores as follows: # Connect to local Spark instance using 2 cores sc <- spark_connect(master = "local[2]") 6.2.2 Standalone Connecting to a Spark Standalone cluster requires the location of the cluster manager’s master instance, this location can be found in the cluster manager web interface as described in the clusters-standalone section, you can find this location by looking for a URL starting with spark://. A connection in standalone mode starts from sparklyr launching spark-submit to submit the sparklyr application and creating the Spark Context, which requests executors to Spark’s standalone cluster manager in the master location: FIGURE 6.4: Spark Standalone Connection Diagram In order to connect, use master="spark://hostname:port" in spark_connect() as follows: sc <- spark_connect(master = "spark://hostname:port") 6.2.3 Yarn Hadoop YARN supports two connection modes: YARN Client and YARN Cluster. However, YARN Client mode is much more common that YARN Cluster since it’s more efficient and easier to set up. 6.2.3.1 Yarn Client When connecting in YARN Client mode, the driver instance runs R, sparklyr and the Spark Context which requests worker nodes from YARN to run Spark executors as follows: FIGURE 6.5: YARN Client Connection Diagram To connect, one can simply run with master = "yarn" as follows: sc <- spark_connect(master = "yarn-client") Once connected, you can use all techniques described in previous chapters using the sc connection; for instances, you can do data analysis or modeling. 6.2.3.2 Yarn Cluster The main difference between YARN Cluster mode and YARN Client mode is that in YARN Cluster mode, the driver node is not required to be the node where R and sparklyr get started; instead, the driver node remains the designated driver node which is usually a different node than the edge node where R is running. It can be helpful to consider using YARN Cluster when the edge node has too many concurrent users, is lacking computing resources or where tools (like RStudio) need to be managed independently of other clsuter resources. FIGURE 6.6: YARN Cluster Connection Diagram To connect in YARN Cluster mode, we can simple run: sc <- spark_connect(master = "yarn-cluster") This connection assumes that the node running spark_connect() is properly configured, meaning that, yarn-site.xml exists and the YARN_CONF_DIR environment variable is properly set. When using Hadoop as a file system, one would also need the HADOOP_CONF_DIR environment variable properly configured. This configuration is usually provided by your system administrator and is not something that you would have to manually configure. 6.2.4 Livy As opposed to other connection methods which require using an edge node in the cluster, Livy Livy provides a Web API that makes the Spark cluster accessible from outside the cluster and neither requires a local installation in the client. Once connected through the Web API, the Livy Service starts the Spark context by requesting reosurces from the cluster manager and distributing work as usual. FIGURE 6.7: Livy Connection Diagram Conencting through Livy requires the URL to the Livy service which should be similar to https://hostname:port/livy. Since remote connections are allowed, connections usually requires, at the very least, basic authentication: sc <- spark_connect(master = "https://hostname:port/livy", method = "livy", config = livy_config( username="<username>", password="<password>" )) Once connected through Livy, operations you can make use of an other sparklyr feature; however, Livy is not suitable for experimental data analysis, since executing commands have a significant delay; that said, while running long running computations, this overhead could be considered irrelevant. In general, it is preffered to avoid using Livy and work directly within an edge node in the cluster; if this is not feasible, using Livy could be a reasonable approach. 6.2.5 Mesos Similar to YARN, Mesos supports client mode and a cluster mode. However, sparklyr currently only supports client mode for Mesos. FIGURE 6.8: Mesos Connection Diagram Connecting requires the address to the Mesos master node, usually in the form of mesos://host:port or mesos://zk://host1:2181,host2:2181,host3:2181/mesos for Mesos using ZooKeeper. sc <- spark_connect(master = "mesos://host:port") 6.2.6 Kubernetes Kubernetes cluster do not support client modes similar to Mesos or YARN, instead, the connection model is similar to YARN Cluster, where the driver node is assigned by Kubernetes. FIGURE 6.9: Kubernetes Connection Diagram Kubernetes support is scheduled to be added to sparklyr with sparklyr/issues/1525, please follow progress for this feature directly in github. Once Kubernetes becomes supported in sparklyr, connecting to Kubernetes will work as follows: sc <- spark_connect( master = "k8s://https://<apiserver-host>:<apiserver-port>" config = list( spark.executor.instances = 2, spark.kubernetes.container.image = "spark-image" ) ) If your computer is already configured to use a Kubernetes cluster, you can use the following commmand to find the apiserver-host and apiserver-port: system2("kubectl", "cluster-info") 6.3 Troubleshooting 6.3.1 Logging One first step is to troubleshoot connections is to run in verbose to print directly to the console additional error messages: sc <- spark_connect(master = "local", log = "console") ## Re-using existing Spark connection to local 6.3.2 Spark Submit If connections fail in sparklyr, first troubleshoot if this issue is specific to sparklyr or Spark in general. This can be accomplished by running an example spark-submit job and validating that no errors are thrown: # Find the spark directory using an environment variable Sys.getenv("SPARK_HOME") # Or by getting the local spark installation sparklyr::spark_home_dir() From the terminal run: cd path/to/spark/ bin/spark-submit 6.3.3 Multiple It is common to connect once, and only once, to Spark. However, you can also open multiple connections to Spark by connecting to different clusters or by specifying the app_name parameter, this can be helpful to compare Spark versions or validate you analysis before submitting to the cluster. The following example opens connections to Spark 1.6.3, 2.3.0 and Spark Standalone: # Connect to local Spark 1.6.3 sc_1_6_3 <- spark_connect(master = "local", version = "1.6.3") # Connect to local Spark 2.3.0 sc_2_3_0 <- spark_connect(master = "local", version = "2.3.0", appName = "Spark23") # Connect to local Spark Standalone sc_standalone <- spark_connect(master = "spark://host:port") Finally, we can disconnect from each connection: spark_disconnect(sc_1_6_3) spark_disconnect(sc_2_3_0) spark_disconnect(sc_standalone) Alternatevely, you can disconnect from all connections at once: spark_disconnect_all() 6.3.4 Windows Connecting from Windows is, in most cases, as straightforward as connecting from Linux or OS X; however, there are a few common connection issues you might hit t Firewalls and atni-viruse software might block ports for your connection. The default port used by sparklyr is 8880, double check this port is not being blocked. Long path names can cause issues in, specially, older Windows systems like Windows 7. When using these systems, try connecting with Spark installed with all folders using 8 characters or less. 6.3.5 Submit Manually To troubleshoot Windows connections in detail, you can use a 2-step initialization that is often very helpful to diagnose connection issues. This 2-step initialization os performed by launching sparklyr through spark-submit followed by connecting with sparklyr from R. First, identify the Spark installation directory. Second, identify the path to the correct sparklyr*.jar, you can find this path by running; dir(system.file("java", package = "sparklyr"), pattern = "sparklyr", full.names = T) ## [1] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-1.5-2.10.jar" ## [2] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-1.6-2.10.jar" ## [3] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.0-2.11.jar" ## [4] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.1-2.11.jar" ## [5] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.2-2.11.jar" ## [6] "/Library/Frameworks/R.framework/Versions/3.5/Resources/library/sparklyr/java/sparklyr-2.3-2.11.jar" Make sure you identify the correct version that matches your Spark cluster, for isntance sparklyr-2.1-2.11.jar for Spark 2.1. Third, from the terminal run: $SPARK_HOME/bin/spark-submit --class sparklyr.Shell $PATH_TO_SPARKLYR_JAR 8880 12345 18/06/11 12:13:53 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 18/06/11 12:13:53 INFO sparklyr: Session (12345) is starting under 127.0.0.1 port 8880 18/06/11 12:13:53 INFO sparklyr: Session (12345) found port 8880 is available 18/06/11 12:13:53 INFO sparklyr: Gateway (12345) is waiting for sparklyr client to connect to port 8880 The parameter 8880 represents the default port to use in sparklyr while 12345 is the session number, this is a cryptographically secure number generated by sparklyr, but for troubleshooting purpuses can be as simple as 12345. Then, from R, connect as follows, notice that there is a 60 seconds timeout, so you’ll have to run the R command immediately after running the terminal command: library(sparklyr) sc <- spark_connect(master = "sparklyr://localhost:8880/12345", version = "2.3") 6.4 Recap This chapter presented an overview of Spark’s architecture and detailed connections concepts and examples to connect in local mode, standalone, YARN, Mesos, Kubernetes and Livy. It also presented edge nodes and their role while connecting to Spark clusters. This information should give you enough information to effectevely connect to any cluster with Apache Spark enabled. To troubleshoot connection problems, it is recommended to search for the connection problem in StackOverflow, the sparklyr github issues and, if needed, open a new GitHub issue in sparklyr to assist further. In the next chapter, Tuning, you will learn in-detail how Spark works and use this knowledge to optimize it’s resource usage and performance. "], ["tuning.html", "Chapter 7 Tuning 7.1 Overview 7.2 Configuration 7.3 Caching 7.4 Partitions 7.5 Shuffling 7.6 Checkpointing 7.7 Troubleshooting 7.8 Recap", " Chapter 7 Tuning This chatper has not been written. 7.1 Overview FIGURE 7.1: Spark RDDs sc <- spark_connect(master = "local", memory = "4g", cores = 8) entries <- 100000000 sort_r <- system.time(runif(entries, 0, 100) %>% sort())["elapsed"] sort_spark <- system.time(sdf_len(sc, entries) %>% dplyr::mutate(x = rand()) %>% dplyr::arrange() %>% dplyr::compute())["elapsed"] lapply(expt(1:10)) 7.2 Configuration config <- spark_config() sc <- spark_connect(master = "local") spark_context_config(sc) spark_session_config(sc) # Previous versions spark_hive_config(sc) https://spark.apache.org/docs/latest/configuration.html 7.3 Caching Most sparklyr operations that retrieve a Spark data frame, cache the results in-memory, for instance, running spark_read_parquet() or sdf_copy_to() will provide a Spark dataframe that is already cached in-memory. As a Spark data frame, this object can be used in most sparklyr functions, including data analysis with dplyr or machine learning. library(sparklyr) sc <- spark_connect(master = "local") iris_tbl <- sdf_copy_to(sc, iris, overwrite = TRUE) You can inspect which tables are cached by navigating to the Spark UI using spark_web(sc), opening the storage tab, and clicking on a given RDD: FIGURE 7.2: Cached RDD in Spark Web Interface. Data loaded in memory will be released when the R session terminates either explicitly or implicitly with a restart or disconnection; however, to free up resources, you can use tbl_uncache(): tbl_uncache(sc, "iris") 7.4 Partitions 7.5 Shuffling 7.6 Checkpointing 7.7 Troubleshooting 7.7.1 Graph Visualization FIGURE 7.3: Spark Graph Visualization 7.7.2 Event Timeline One of the best ways to tune your Spark jobs is to use the Spark’s web interface, click on the job being diagnosed, then the stage and then expand the event timeline. Lets the take a look at the event timeline for the ordering a data frame by a given column using three partitions: spark_connect(master = "local") %>% copy_to(iris, repartition = 3) %>% arrange(Sepal_Width) FIGURE 7.4: Spark Event Timeline 7.8 Recap "], -["extensions.html", "Chapter 8 Extensions 8.1 Using Extensions 8.2 Writting Extensions", " Chapter 8 Extensions While this chatper has not been written., a few resources are available to help explore these topics until this chapter gets written. 8.1 Using Extensions 8.1.1 GraphFrames See spark.rstudio.com/graphframes. 8.1.2 Mleap See spark.rstudio.com/guides/mleap. 8.1.3 H2O See spark.rstudio.com/guides/h2o. 8.2 Writting Extensions See spark.rstudio.com/extensions. 8.2.1 RStudio Projects "], +["extensions.html", "Chapter 8 Extensions 8.1 Using Extensions 8.2 Writting Extensions", " Chapter 8 Extensions While this chatper has not been written., a few resources are available to help explore these topics until this chapter gets written. 8.1 Using Extensions 8.1.1 GraphFrames See spark.rstudio.com/graphframes. 8.1.2 Mleap See spark.rstudio.com/guides/mleap. 8.1.3 H2O See spark.rstudio.com/guides/h2o. 8.2 Writting Extensions See spark.rstudio.com/extensions. 8.2.1 RStudio Projects You can create an sparklyr extension with ease from RStudio. This feature requires RStudio 1.1 or newer and the sparklyr package to be installed. Then, from the File menu, New Project..., select R Packag using sparklyr: "], ["distributed.html", "Chapter 9 Distributed R 9.1 Use Cases 9.2 Grouping 9.3 Packages 9.4 Restrictions 9.5 Troubleshooting", " Chapter 9 Distributed R While this chatper has not been written., use spark.rstudio.com/guides/distributed-r to learn how to use R directly over each worker node. 9.1 Use Cases 9.2 Grouping 9.3 Packages 9.4 Restrictions 9.5 Troubleshooting "], -["streaming.html", "Chapter 10 Streaming 10.1 Overview 10.2 Transformations 10.3 Shiny 10.4 Formats", " Chapter 10 Streaming 10.1 Overview One can understand a stream as an unbounded data frame, meaning, a data frame with finite columns but infinite rows. Streams are most relevant when processing real time data; for example, when analyzing a Twitter feed or stock prices. Both examples have well defined columns, like ‘tweet’ or ‘price’, but there are always new rows of data to be analyzed. Spark provided initial support for streams with Spark’s DStreams; however, a more versatile and efficient replacement is available through Spark structured streams. Structured streams provide scalable and fault-torerant data processing over streams of data. That means, one can use many machines to process multiple streaming sources, perform joins with other streams or static sources, and recover from failures with at-least-once guarantees (where each message is certain to be delivered, but may do so multiple times). In order to use structured streams in sparklyr, one needs to define the sources, transformations and a destination: The sources are defined using any of the stream_read_*() functions to read streams of data from various data sources. The transformations can be specified using dplyr, SQL, scoring pipelines or R code through spark_apply(). The destination is defined with the stream_write_*() functions, it often also referenced as a sink. Since the transformation step is optional, the simplest stream we can define is to continuously process files, which would effectively copy text files between source and destination. We can define this copy-stream in sparklyr as follows: library(sparklyr) sc <- spark_connect(master = "local") stream <- stream_read_text(sc, "source/") %>% stream_write_text("destination/") The streams starts running with stream_write_*(); once executed, the stream will monitor the source path and process data into the destination/ path as it arrives. We can use view_stream() to track the rows per second (rps) being processed in the source, destination and their latest values over time: stream_view(stream) FIGURE 10.1: Viewing a Spark Stream with sparklyr Notice that the rows-per-second in the destination stream are higher than the rows-per-second in the source stream; this is expected and desireable since Spark measures incoming rates from the source, but actual row processing times in the destination stream. Use stream_stop() to properly stop processing data from this stream: stream_stop(stream) In order to reproduce the above example, one needs to feed streaming data into the source/ path. This was accomplished by running stream_generate_test() to produce a file every second containing lines of text that follow overlapping binomial distributions. In practice, you would connect to existing sources without having to generate data artificially. See ?stream_generate_test for additional details and make sure the later package is installed. stream_generate_test(paste("Row", 1:1000), "source/") For the subsequent examples, a stream with one hundred rows of text will be used: writeLines(paste("Row", 1:100), "source/rows.txt") 10.2 Transformations Streams can be transformed using dplyr, SQL, pipelines or R code. We can use as many transformations as needed in the same way that Spark data frames can be transformed with sparklyr. The transformation source can be streams or data frames but the output is always a stream. If needed, one can always take a snapshot from the destination stream and save the output as a data frame, which is what sparklyr will do for you if a destination stream is not specified. Conceptually, this looks as follows: FIGURE 10.2: Streams Transformation Diagram 10.2.1 dplyr Using dplyr, we can process each row of the stream; for example, we can filter the stream to only the rows containing a number one: library(dplyr, warn.conflicts = FALSE) stream_read_text(sc, "source/") %>% filter(text %like% "%1%") ## # Source: lazy query [?? x 1] ## # Database: spark_connection ## text ## <chr> ## 1 Row 1 ## 2 Row 10 ## 3 Row 11 ## 4 Row 12 ## 5 Row 13 ## 6 Row 14 ## 7 Row 15 ## 8 Row 16 ## 9 Row 17 ## 10 Row 18 ## # ... with more rows Since the destination was not specified, sparklyr creates a temporary memory stream and previews the contents of a stream by capturing a few seconds of streaming data. We can also aggregate data with dplyr, stream_read_text(sc, "source/") %>% summarise(n = n()) ## # Source: lazy query [?? x 1] ## # Database: spark_connection ## n ## <dbl> ## 1 100 and even join across many concurrent streams: left_join( stream_read_text(sc, "source/") %>% stream_watermark(), stream_read_text(sc, "source/") %>% stream_watermark() %>% mutate(random = rand()), ) ## Joining, by = c("text", "timestamp") ## # Source: lazy query [?? x 3] ## # Database: spark_connection ## text timestamp random ## <chr> <dttm> <dbl> ## 1 Row 14 2018-07-16 23:32:22 0.326 ## 2 Row 25 2018-07-16 23:32:22 0.922 ## 3 Row 37 2018-07-16 23:32:22 0.337 ## 4 Row 45 2018-07-16 23:32:22 0.338 ## 5 Row 47 2018-07-16 23:32:22 0.986 ## 6 Row 55 2018-07-16 23:32:22 0.981 ## 7 Row 80 2018-07-16 23:32:22 0.542 ## 8 Row 83 2018-07-16 23:32:22 0.646 ## 9 Row 93 2018-07-16 23:32:22 0.895 ## 10 Row 95 2018-07-16 23:32:22 0.530 ## # ... with more rows However, some operations, require watermarks to define when to stop waiting for late data. You can specify watermarks in sparklyr using stream_watermak(), see also handling late data in Spark’s documentation. 10.2.2 Pipelines Spark pipelines can be used for scoring streams, but not to train over streaming data. The former is fully supported while the latter is a feature under active development by the Spark community. To use a pipeline for scoring a stream, first train a Spark pipeline over a static dataset. Once trained, save the pipeline, then reload and score over a stream as follows: fitted_pipeline <- ml_load(sc, "iris-fitted/") stream_read_csv(sc, "iris-in") %>% sdf_transform(fitted_pipeline) %>% stream_write_csv("iris-out") 10.2.3 R Code Arbitrary R code can also be used to transform a stream with the use of spark_apply(). Following the same principles from executing R code over Spark data frames, for structured streams, spark_apply() runs R code over each executor in the cluster where data is available, this enables processing high-throughput streams and fullfill low-latency requirements. The following example splits a stream of Row # line entries and adds jitter using R code: stream_read_text(sc, "source/") %>% spark_apply(~ jitter(as.numeric(gsub("Row ", "", .x$text)))) ## # Source: table<sparklyr_tmp_c6c47f5987ab> [?? x 1] ## # Database: spark_connection ## result ## <dbl> ## 1 0.843 ## 2 2.10 ## 3 2.87 ## 4 4.17 ## 5 4.99 ## 6 6.19 ## 7 6.86 ## 8 8.04 ## 9 8.89 ## 10 10.0 ## # ... with more rows 10.3 Shiny Streams can be used with Shiny by making use of the reactiveSpark() to retrieve the stream as a reactive data source. Internally, reactiveSpark() makes use of reactivePoll() to check the stream’s timestamp and collect the stream contents when needed. The following Shiny application makes use of reactiveSpark() to view a Spark stream summarized with dplyr: library(shiny) library(sparklyr) library(dplyr) sc <- spark_connect(master = "local") ui <- fluidPage( sidebarLayout( mainPanel( tableOutput("table") ) ) ) server <- function(input, output, session) { pollData <- stream_read_text(sc, "source/") %>% summarise(n = n()) %>% reactiveSpark(session = session) output$table <- renderTable({ pollData() }) } shinyApp(ui = ui, server = server) 10.4 Formats The following formats are available to read and write streaming data: Format Read Write CSV stream_read_csv stream_write_csv JDBC stream_read_jdbc stream_write_jdbc JSON stream_read_json stream_write_json Kafka stream_read_kafka stream_write_kafka ORC stream_read_orc stream_write_orc Parquet stream_read_parquet stream_write_parquet Text stream_read_text stream_write_text Memory stream_write_memory "], +["streaming.html", "Chapter 10 Streaming 10.1 Overview 10.2 Transformations 10.3 Shiny 10.4 Formats", " Chapter 10 Streaming 10.1 Overview One can understand a stream as an unbounded data frame, meaning, a data frame with finite columns but infinite rows. Streams are most relevant when processing real time data; for example, when analyzing a Twitter feed or stock prices. Both examples have well defined columns, like ‘tweet’ or ‘price’, but there are always new rows of data to be analyzed. Spark provided initial support for streams with Spark’s DStreams; however, a more versatile and efficient replacement is available through Spark structured streams. Structured streams provide scalable and fault-torerant data processing over streams of data. That means, one can use many machines to process multiple streaming sources, perform joins with other streams or static sources, and recover from failures with at-least-once guarantees (where each message is certain to be delivered, but may do so multiple times). In order to use structured streams in sparklyr, one needs to define the sources, transformations and a destination: The sources are defined using any of the stream_read_*() functions to read streams of data from various data sources. The transformations can be specified using dplyr, SQL, scoring pipelines or R code through spark_apply(). The destination is defined with the stream_write_*() functions, it often also referenced as a sink. Since the transformation step is optional, the simplest stream we can define is to continuously process files, which would effectively copy text files between source and destination. We can define this copy-stream in sparklyr as follows: library(sparklyr) sc <- spark_connect(master = "local") ## Re-using existing Spark connection to local stream <- stream_read_text(sc, "source/") %>% stream_write_text("destination/") The streams starts running with stream_write_*(); once executed, the stream will monitor the source path and process data into the destination/ path as it arrives. We can use view_stream() to track the rows per second (rps) being processed in the source, destination and their latest values over time: stream_view(stream) FIGURE 10.1: Viewing a Spark Stream with sparklyr Notice that the rows-per-second in the destination stream are higher than the rows-per-second in the source stream; this is expected and desireable since Spark measures incoming rates from the source, but actual row processing times in the destination stream. For example, if 10 rows-per-second are written to the source/ path, the incoming rate is 10 RPS. However, if it takes Spark only 0.01 seconds to write all those 10 rows, the output rate is 100 RPS. Use stream_stop() to properly stop processing data from this stream: stream_stop(stream) In order to reproduce the above example, one needs to feed streaming data into the source/ path. This was accomplished by running stream_generate_test() to produce a file every second containing lines of text that follow overlapping binomial distributions. In practice, you would connect to existing sources without having to generate data artificially. See ?stream_generate_test for additional details and make sure the later package is installed. stream_generate_test(paste("Row", 1:1000), "source/") For the subsequent examples, a stream with one hundred rows of text will be used: writeLines(paste("Row", 1:100), "source/rows.txt") 10.2 Transformations Streams can be transformed using dplyr, SQL, pipelines or R code. We can use as many transformations as needed in the same way that Spark data frames can be transformed with sparklyr. The transformation source can be streams or data frames but the output is always a stream. If needed, one can always take a snapshot from the destination stream and save the output as a data frame, which is what sparklyr will do for you if a destination stream is not specified. Conceptually, this looks as follows: FIGURE 10.2: Streams Transformation Diagram 10.2.1 dplyr Using dplyr, we can process each row of the stream; for example, we can filter the stream to only the rows containing a number one: library(dplyr, warn.conflicts = FALSE) stream_read_text(sc, "source/") %>% filter(text %like% "%1%") ## # Source: lazy query [?? x 1] ## # Database: spark_connection ## text ## <chr> ## 1 Row 1 ## 2 Row 10 ## 3 Row 11 ## 4 Row 12 ## 5 Row 13 ## 6 Row 14 ## 7 Row 15 ## 8 Row 16 ## 9 Row 17 ## 10 Row 18 ## # ... with more rows Since the destination was not specified, sparklyr creates a temporary memory stream and previews the contents of a stream by capturing a few seconds of streaming data. We can also aggregate data with dplyr, stream_read_text(sc, "source/") %>% summarise(n = n()) ## # Source: lazy query [?? x 1] ## # Database: spark_connection ## n ## <dbl> ## 1 100 and even join across many concurrent streams: left_join( stream_read_text(sc, "source/") %>% stream_watermark(), stream_read_text(sc, "source/") %>% stream_watermark() %>% mutate(random = rand()), ) ## Joining, by = c("text", "timestamp") ## # Source: lazy query [?? x 3] ## # Database: spark_connection ## text timestamp random ## <chr> <dttm> <dbl> ## 1 Row 15 2018-07-31 05:06:57 0.111 ## 2 Row 20 2018-07-31 05:06:57 0.835 ## 3 Row 22 2018-07-31 05:06:57 0.114 ## 4 Row 35 2018-07-31 05:06:57 0.414 ## 5 Row 41 2018-07-31 05:06:57 0.118 ## 6 Row 48 2018-07-31 05:06:57 0.722 ## 7 Row 54 2018-07-31 05:06:57 0.704 ## 8 Row 62 2018-07-31 05:06:57 0.800 ## 9 Row 67 2018-07-31 05:06:57 0.560 ## 10 Row 76 2018-07-31 05:06:57 0.452 ## # ... with more rows However, some operations, require watermarks to define when to stop waiting for late data. You can specify watermarks in sparklyr using stream_watermak(), see also handling late data in Spark’s documentation. 10.2.2 Pipelines Spark pipelines can be used for scoring streams, but not to train over streaming data. The former is fully supported while the latter is a feature under active development by the Spark community. To use a pipeline for scoring a stream, first train a Spark pipeline over a static dataset. Once trained, save the pipeline, then reload and score over a stream as follows: fitted_pipeline <- ml_load(sc, "iris-fitted/") stream_read_csv(sc, "iris-in") %>% sdf_transform(fitted_pipeline) %>% stream_write_csv("iris-out") 10.2.3 R Code Arbitrary R code can also be used to transform a stream with the use of spark_apply(). Following the same principles from executing R code over Spark data frames, for structured streams, spark_apply() runs R code over each executor in the cluster where data is available, this enables processing high-throughput streams and fullfill low-latency requirements. The following example splits a stream of Row # line entries and adds jitter using R code: stream_read_text(sc, "source/") %>% spark_apply(~ jitter(as.numeric(gsub("Row ", "", .x$text)))) ## # Source: table<sparklyr_tmp_305f5dee79ff> [?? x 1] ## # Database: spark_connection ## result ## <dbl> ## 1 0.875 ## 2 1.91 ## 3 2.96 ## 4 4.10 ## 5 5.04 ## 6 5.98 ## 7 7.03 ## 8 8.12 ## 9 9.04 ## 10 9.85 ## # ... with more rows 10.3 Shiny Streams can be used with Shiny by making use of the reactiveSpark() to retrieve the stream as a reactive data source. Internally, reactiveSpark() makes use of reactivePoll() to check the stream’s timestamp and collect the stream contents when needed. The following Shiny application makes use of reactiveSpark() to view a Spark stream summarized with dplyr: library(shiny) library(sparklyr) library(dplyr) sc <- spark_connect(master = "local") ui <- fluidPage( sidebarLayout( mainPanel( tableOutput("table") ) ) ) server <- function(input, output, session) { pollData <- stream_read_text(sc, "source/") %>% summarise(n = n()) %>% reactiveSpark(session = session) output$table <- renderTable({ pollData() }) } shinyApp(ui = ui, server = server) 10.4 Formats The following formats are available to read and write streaming data: Format Read Write CSV stream_read_csv stream_write_csv JDBC stream_read_jdbc stream_write_jdbc JSON stream_read_json stream_write_json Kafka stream_read_kafka stream_write_kafka ORC stream_read_orc stream_write_orc Parquet stream_read_parquet stream_write_parquet Text stream_read_text stream_write_text Memory stream_write_memory "], ["contributing.html", "Chapter 11 Contributing 11.1 Overview 11.2 Serialization 11.3 Invocations 11.4 R Packages 11.5 Connections 11.6 Distributed R", " Chapter 11 Contributing This chatper has not been written. While there are many ways to contribute to sparklyr from helping community members to opening github issues, this chapter focuses on those readers interested in contributing fixes and features to sparklyr but will also help those who want to understand how sparklyr works internally. 11.1 Overview (architecture overview) 11.2 Serialization 11.3 Invocations 11.4 R Packages (dbi, dplyr, broom, etc) 11.5 Connections 11.6 Distributed R "], ["references.html", "References", " References "], ["appendix.html", "Appendix 11.7 Worlds Store Capacity 11.8 Daily downloads of CRAN packages 11.9 Google trends for mainframes, cloud computing and kubernetes", " Appendix 11.7 Worlds Store Capacity library(tidyverse) read_csv("data/01-worlds-capacity-to-store-information.csv", skip = 8) %>% gather(key = storage, value = capacity, analog, digital) %>% mutate(year = X1, terabytes = capacity / 1e+12) %>% ggplot(aes(x = year, y = terabytes, group = storage)) + geom_line(aes(linetype = storage)) + geom_point(aes(shape = storage)) + scale_y_log10( breaks = scales::trans_breaks("log10", function(x) 10^x), labels = scales::trans_format("log10", scales::math_format(10^x)) ) + theme_light() + theme(legend.position = "bottom") 11.8 Daily downloads of CRAN packages downloads_csv <- "data/01-intro-r-cran-downloads.csv" if (!file.exists(downloads_csv)) { downloads <- cranlogs::cran_downloads(from = "2014-01-01", to = "2018-01-01") readr::write_csv(downloads, downloads_csv) } cran_downloads <- readr::read_csv(downloads_csv) ggplot(cran_downloads, aes(date, count)) + geom_point(colour="black", pch = 21, size = 1) + scale_x_date() + xlab("") + ylab("") + theme_light() 11.9 Google trends for mainframes, cloud computing and kubernetes library(r2d3) read.csv("data/05-cluster-trends.csv") %>% mutate(month = as.Date(paste(month, "-01", sep = ""))) %>% r2d3(script="images/05-clusters-trends.js") "] diff --git a/docs/storage-capacity-1.html b/docs/storage-capacity-1.html new file mode 100644 index 0000000..bc29ee6 --- /dev/null +++ b/docs/storage-capacity-1.html @@ -0,0 +1,356 @@ + + + + + + + + The R in Spark: Learning Apache Spark with R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
      + +
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      Chapter 12 Storage Capacity

      +
      +World’s capacity to store information. +

      +FIGURE 12.1: World’s capacity to store information. +

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  • 4 Modeling
  • 5 Clusters
    • 5.1 Overview
    • @@ -310,32 +316,33 @@

      10.1 Overview

    • The destination is defined with the stream_write_*() functions, it often also referenced as a sink.

    Since the transformation step is optional, the simplest stream we can define is to continuously process files, which would effectively copy text files between source and destination. We can define this copy-stream in sparklyr as follows:

    - + +
    ## Re-using existing Spark connection to local
    +

    The streams starts running with stream_write_*(); once executed, the stream will monitor the source path and process data into the destination/ path as it arrives. We can use view_stream() to track the rows per second (rps) being processed in the source, destination and their latest values over time:

    - -
    -
    - + +
    +
    +

    FIGURE 10.1: Viewing a Spark Stream with sparklyr

    -

    Notice that the rows-per-second in the destination stream are higher than the rows-per-second in the source stream; this is expected and desireable since Spark measures incoming rates from the source, but actual row processing times in the destination stream.

    +

    Notice that the rows-per-second in the destination stream are higher than the rows-per-second in the source stream; this is expected and desireable since Spark measures incoming rates from the source, but actual row processing times in the destination stream. For example, if 10 rows-per-second are written to the source/ path, the incoming rate is 10 RPS. However, if it takes Spark only 0.01 seconds to write all those 10 rows, the output rate is 100 RPS.

    Use stream_stop() to properly stop processing data from this stream:

    - +

    In order to reproduce the above example, one needs to feed streaming data into the source/ path. This was accomplished by running stream_generate_test() to produce a file every second containing lines of text that follow overlapping binomial distributions. In practice, you would connect to existing sources without having to generate data artificially. See ?stream_generate_test for additional details and make sure the later package is installed.

    - +

    For the subsequent examples, a stream with one hundred rows of text will be used:

    - +

    10.2 Transformations

    Streams can be transformed using dplyr, SQL, pipelines or R code. We can use as many transformations as needed in the same way that Spark data frames can be transformed with sparklyr. The transformation source can be streams or data frames but the output is always a stream. If needed, one can always take a snapshot from the destination stream and save the output as a data frame, which is what sparklyr will do for you if a destination stream is not specified. Conceptually, this looks as follows:

    -
    -
    - +
    +
    +

    FIGURE 10.2: Streams Transformation Diagram

    @@ -343,10 +350,10 @@

    10.2 Transformations

    10.2.1 dplyr

    Using dplyr, we can process each row of the stream; for example, we can filter the stream to only the rows containing a number one:

    - +
    ## # Source:   lazy query [?? x 1]
     ## # Database: spark_connection
     ##    text  
    @@ -364,33 +371,33 @@ 

    10.2.1 dplyr

    ## # ... with more rows

    Since the destination was not specified, sparklyr creates a temporary memory stream and previews the contents of a stream by capturing a few seconds of streaming data.

    We can also aggregate data with dplyr,

    - +
    ## # Source:   lazy query [?? x 1]
     ## # Database: spark_connection
     ##       n
     ##   <dbl>
     ## 1   100

    and even join across many concurrent streams:

    - +
    ## Joining, by = c("text", "timestamp")
    ## # Source:   lazy query [?? x 3]
     ## # Database: spark_connection
     ##    text   timestamp           random
     ##    <chr>  <dttm>               <dbl>
    -##  1 Row 14 2018-07-16 23:32:22  0.326
    -##  2 Row 25 2018-07-16 23:32:22  0.922
    -##  3 Row 37 2018-07-16 23:32:22  0.337
    -##  4 Row 45 2018-07-16 23:32:22  0.338
    -##  5 Row 47 2018-07-16 23:32:22  0.986
    -##  6 Row 55 2018-07-16 23:32:22  0.981
    -##  7 Row 80 2018-07-16 23:32:22  0.542
    -##  8 Row 83 2018-07-16 23:32:22  0.646
    -##  9 Row 93 2018-07-16 23:32:22  0.895
    -## 10 Row 95 2018-07-16 23:32:22  0.530
    +##  1 Row 15 2018-07-31 05:06:57  0.111
    +##  2 Row 20 2018-07-31 05:06:57  0.835
    +##  3 Row 22 2018-07-31 05:06:57  0.114
    +##  4 Row 35 2018-07-31 05:06:57  0.414
    +##  5 Row 41 2018-07-31 05:06:57  0.118
    +##  6 Row 48 2018-07-31 05:06:57  0.722
    +##  7 Row 54 2018-07-31 05:06:57  0.704
    +##  8 Row 62 2018-07-31 05:06:57  0.800
    +##  9 Row 67 2018-07-31 05:06:57  0.560
    +## 10 Row 76 2018-07-31 05:06:57  0.452
     ## # ... with more rows

    However, some operations, require watermarks to define when to stop waiting for late data. You can specify watermarks in sparklyr using stream_watermak(), see also handling late data in Spark’s documentation.

    @@ -398,32 +405,32 @@

    10.2.1 dplyr

    10.2.2 Pipelines

    Spark pipelines can be used for scoring streams, but not to train over streaming data. The former is fully supported while the latter is a feature under active development by the Spark community.

    To use a pipeline for scoring a stream, first train a Spark pipeline over a static dataset. Once trained, save the pipeline, then reload and score over a stream as follows:

    - +

    10.2.3 R Code

    Arbitrary R code can also be used to transform a stream with the use of spark_apply(). Following the same principles from executing R code over Spark data frames, for structured streams, spark_apply() runs R code over each executor in the cluster where data is available, this enables processing high-throughput streams and fullfill low-latency requirements.

    The following example splits a stream of Row # line entries and adds jitter using R code:

    - -
    ## # Source:   table<sparklyr_tmp_c6c47f5987ab> [?? x 1]
    +
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    ## # Source:   table<sparklyr_tmp_305f5dee79ff> [?? x 1]
     ## # Database: spark_connection
     ##    result
     ##     <dbl>
    -##  1  0.843
    -##  2  2.10 
    -##  3  2.87 
    -##  4  4.17 
    -##  5  4.99 
    -##  6  6.19 
    -##  7  6.86 
    -##  8  8.04 
    -##  9  8.89 
    -## 10 10.0  
    +##  1  0.875
    +##  2  1.91 
    +##  3  2.96 
    +##  4  4.10 
    +##  5  5.04 
    +##  6  5.98 
    +##  7  7.03 
    +##  8  8.12 
    +##  9  9.04 
    +## 10  9.85 
     ## # ... with more rows
    @@ -431,31 +438,31 @@

    10.2.3 R Code

    10.3 Shiny

    Streams can be used with Shiny by making use of the reactiveSpark() to retrieve the stream as a reactive data source. Internally, reactiveSpark() makes use of reactivePoll() to check the stream’s timestamp and collect the stream contents when needed.

    The following Shiny application makes use of reactiveSpark() to view a Spark stream summarized with dplyr:

    - +

    10.4 Formats

    diff --git a/docs/thank-you.html b/docs/thank-you.html new file mode 100644 index 0000000..03d5208 --- /dev/null +++ b/docs/thank-you.html @@ -0,0 +1,417 @@ + + + + + + + + The R in Spark: Learning Apache Spark with R + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
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    Chapter 14 Thank You!

    +
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    14.1 Resources

    +
      +
    • +If you are new to Spark, this (incomplete) booklet will help you get up and running.
    • +
    • +This should be your entry point to learn more about sparklyr, the documentation is kept up to date with examples, reference functions and many more relevant resources.
    • +
    • +If you believe something needs to get fixed, open a GitHub issue or send us a pull request.
    • +
    • +For general questions, Stack Overflow is a good place to start.
    • +
    • +For urgent issues or to keep in touch you can chat with us in Gitter.
    • +
    + +
    +
    +

    Dean, Jeffrey, and Sanjay Ghemawat. 2008. “MapReduce: Simplified Data Processing on Large Clusters.” Commun. ACM 51 (1). New York, NY, USA: ACM: 107–13. https://doi.org/10.1145/1327452.1327492.

    +
    +
    +

    French, Carl. 1996. Data Processing and Information Technology. Cengage Learning Business Press. https://www.amazon.com/Data-Processing-Information-Technology-French/dp/1844801004.

    +
    +
    +

    Ghemawat, Sanjay, Howard Gobioff, and Shun-Tak Leung. 2003. “The Google File System.” In Proceedings of the Nineteenth Acm Symposium on Operating Systems Principles, 29–43. SOSP ’03. New York, NY, USA: ACM. https://doi.org/10.1145/945445.945450.

    +
    +
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    Kenneth C. Laudon, Jane P. Laudon, Carol Guercio Traver. 1996. Information Technology and Systems. Cambridge, MA: Course Technology. https://tcf.ua.edu/AZ/ITHistoryOutline.htm.

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    1. 4 Modeling
    2. 5 Clusters
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