From 62ed04515389d12320e1d1eadda559b137852737 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sat, 24 Sep 2022 16:49:21 -0600 Subject: [PATCH 1/8] user guide edits --- docs/build.sh | 2 + docs/source/index.rst | 5 +- docs/source/user-guide/cli.md | 69 ++++++++----------- .../user-guide/deployment/docker-compose.md | 4 +- docs/source/user-guide/deployment/docker.md | 4 +- docs/source/user-guide/flightsql.md | 2 +- docs/source/user-guide/rust.md | 5 +- 7 files changed, 41 insertions(+), 50 deletions(-) create mode 100755 docs/build.sh diff --git a/docs/build.sh b/docs/build.sh new file mode 100755 index 000000000..0afbd8595 --- /dev/null +++ b/docs/build.sh @@ -0,0 +1,2 @@ +#!/bin/bash +make html diff --git a/docs/source/index.rst b/docs/source/index.rst index a9343b1da..f0e8750f2 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -31,9 +31,10 @@ Table of content user-guide/introduction user-guide/deployment/index - user-guide/python + Python user-guide/rust - user-guide/cli + Flight SQL + CLI user-guide/configs user-guide/tuning-guide user-guide/faq diff --git a/docs/source/user-guide/cli.md b/docs/source/user-guide/cli.md index 2ec9c8d49..c1f28d7e1 100644 --- a/docs/source/user-guide/cli.md +++ b/docs/source/user-guide/cli.md @@ -17,27 +17,35 @@ under the License. --> -# DataFusion Command-line Interface +# Ballista Command-line Interface -The DataFusion CLI allows SQL queries to be executed by an in-process DataFusion context, or by a distributed -Ballista context. +The Ballista CLI allows SQL queries to be executed against a Ballista cluster, or in standalone mode in a single +process. +Use Cargo to install: + +```bash +cargo install ballista-cli ``` -USAGE: - datafusion-cli [FLAGS] [OPTIONS] -FLAGS: - -h, --help Prints help information - -q, --quiet Reduce printing other than the results and work quietly - -V, --version Prints version information +## Usage + +``` +USAGE: + ballista-cli [OPTIONS] OPTIONS: - -c, --batch-size The batch size of each query, or use DataFusion default - -p, --data-path Path to your data, default to current directory - -f, --file ... Execute commands from file(s), then exit - --format Output format [default: table] [possible values: csv, tsv, table, json, ndjson] - --host Ballista scheduler host - --port Ballista scheduler port + -c, --batch-size The batch size of each query, or use DataFusion default + -f, --file ... Execute commands from file(s), then exit + --format [default: table] [possible values: csv, tsv, table, json, + nd-json] + -h, --help Print help information + --host Ballista scheduler host + -p, --data-path Path to your data, default to current directory + --port Ballista scheduler port + -q, --quiet Reduce printing other than the results and work quietly + -r, --rc ... Run the provided files on startup instead of ~/.datafusionrc + -V, --version Print version information ``` ## Example @@ -48,10 +56,12 @@ Create a CSV file to query. $ echo "1,2" > data.csv ``` +## Run Ballista CLI in Standalone Mode + ```bash -$ datafusion-cli +$ ballista-cli -DataFusion CLI v8.0.0 +Ballista CLI v8.0.0 > CREATE EXTERNAL TABLE foo (a INT, b INT) STORED AS CSV LOCATION 'data.csv'; 0 rows in set. Query took 0.001 seconds. @@ -65,28 +75,9 @@ DataFusion CLI v8.0.0 1 row in set. Query took 0.017 seconds. ``` -## DataFusion-Cli - -Build the `datafusion-cli` without the feature of ballista. - -```bash -cd arrow-datafusion/datafusion-cli -cargo build -``` - -## Ballista - -The DataFusion CLI can also connect to a Ballista scheduler for query execution. - -Before you use the `datafusion-cli` to connect the Ballista scheduler, you should build/compile -the `datafusion-cli` with feature of "ballista" first. - -```bash -cd arrow-datafusion/datafusion-cli -cargo build --features ballista -``` +## Run Ballista CLI in Distributed Mode -Then, you can connect the Ballista by below command. +The CLI can also connect to a Ballista scheduler for query execution. ```bash datafusion-cli --host localhost --port 50050 @@ -94,7 +85,7 @@ datafusion-cli --host localhost --port 50050 ## Cli commands -Available commands inside DataFusion CLI are: +Available commands inside Ballista CLI are: - Quit diff --git a/docs/source/user-guide/deployment/docker-compose.md b/docs/source/user-guide/deployment/docker-compose.md index 1a2f374a3..8e092ac5e 100644 --- a/docs/source/user-guide/deployment/docker-compose.md +++ b/docs/source/user-guide/deployment/docker-compose.md @@ -28,8 +28,8 @@ There is no officially published Docker image so it is currently necessary to bu Run the following commands to clone the source repository and build the Docker image. ```bash -git clone git@github.com:apache/arrow-datafusion.git -b 8.0.0 -cd arrow-datafusion +git clone git@github.com:apache/arrow-ballista.git -b 8.0.0 +cd arrow-ballista ./dev/build-ballista-docker.sh ``` diff --git a/docs/source/user-guide/deployment/docker.md b/docs/source/user-guide/deployment/docker.md index c6188aae9..f5de816ea 100644 --- a/docs/source/user-guide/deployment/docker.md +++ b/docs/source/user-guide/deployment/docker.md @@ -26,8 +26,8 @@ There is no officially published Docker image so it is currently necessary to bu Run the following commands to clone the source repository and build the Docker image. ```bash -git clone git@github.com:apache/arrow-datafusion.git -b 8.0.0 -cd arrow-datafusion +git clone git@github.com:apache/arrow-ballista.git -b 8.0.0 +cd arrow-ballista ./dev/build-ballista-docker.sh ``` diff --git a/docs/source/user-guide/flightsql.md b/docs/source/user-guide/flightsql.md index df990d019..6bf08668b 100644 --- a/docs/source/user-guide/flightsql.md +++ b/docs/source/user-guide/flightsql.md @@ -109,7 +109,7 @@ To register a table, find a `.csv`, `.json`, or `.parquet` file for testing, and ```sql create external table customer stored as CSV with header row - location '/home/username/arrow-datafusion/datafusion/core/tests/tpch-csv/customer.csv'; + location '/path/to/customer.csv'; ``` Once the table has been registered, all the normal SQL queries can be performed: diff --git a/docs/source/user-guide/rust.md b/docs/source/user-guide/rust.md index 8788d0583..e3015e763 100644 --- a/docs/source/user-guide/rust.md +++ b/docs/source/user-guide/rust.md @@ -19,10 +19,7 @@ # Ballista Rust Client -Ballista usage is very similar to DataFusion. Tha main difference is that the starting point is a `BallistaContext` -instead of the DataFusion `SessionContext`. Ballista uses the same DataFrame API as DataFusion. - -The following code sample demonstrates how to create a `BallistaContext` to connect to a Ballista scheduler process. +To connect to a Ballista cluster from Rust, first start by creating a `BallistaContext`. ```rust let config = BallistaConfig::builder() From 3bfcb08d0dd80610501513eb9b41b70b7622b12b Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sat, 24 Sep 2022 17:11:06 -0600 Subject: [PATCH 2/8] more improvements --- docs/build.sh | 1 + .../deployment => developer}/configuration.md | 0 docs/source/index.rst | 24 ++++++++++++--- docs/source/user-guide/deployment/index.rst | 9 +++--- .../user-guide/images/ballista-web-ui.png | Bin 0 -> 234939 bytes docs/source/user-guide/introduction.md | 29 +++++++++--------- docs/source/user-guide/scheduler.md | 16 ++++++++++ 7 files changed, 55 insertions(+), 24 deletions(-) rename docs/{source/user-guide/deployment => developer}/configuration.md (100%) create mode 100644 docs/source/user-guide/images/ballista-web-ui.png create mode 100644 docs/source/user-guide/scheduler.md diff --git a/docs/build.sh b/docs/build.sh index 0afbd8595..3a5ea75c7 100755 --- a/docs/build.sh +++ b/docs/build.sh @@ -1,2 +1,3 @@ #!/bin/bash +rm -rf build make html diff --git a/docs/source/user-guide/deployment/configuration.md b/docs/developer/configuration.md similarity index 100% rename from docs/source/user-guide/deployment/configuration.md rename to docs/developer/configuration.md diff --git a/docs/source/index.rst b/docs/source/index.rst index f0e8750f2..76604422a 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -29,12 +29,28 @@ Table of content :maxdepth: 1 :caption: User Guide - user-guide/introduction - user-guide/deployment/index + Introduction + +.. toctree:: + :maxdepth: 1 + :caption: Cluster Deployment + + Deployment + Scheduler + +.. toctree:: + :maxdepth: 1 + :caption: Clients + Python - user-guide/rust - Flight SQL + Rust + Flight SQL JDBC CLI + +.. toctree:: + :maxdepth: 1 + :caption: Reference + user-guide/configs user-guide/tuning-guide user-guide/faq diff --git a/docs/source/user-guide/deployment/index.rst b/docs/source/user-guide/deployment/index.rst index ad9c07143..73b3a8e37 100644 --- a/docs/source/user-guide/deployment/index.rst +++ b/docs/source/user-guide/deployment/index.rst @@ -21,8 +21,7 @@ Start a Ballista Cluster .. toctree:: :maxdepth: 2 - cargo-install - docker - docker-compose - kubernetes - configuration + Cargo + Docker + Docker Compose + Kubernetes diff --git a/docs/source/user-guide/images/ballista-web-ui.png b/docs/source/user-guide/images/ballista-web-ui.png new file mode 100644 index 0000000000000000000000000000000000000000..9784d1445f89520b80bc410051a41579e7e13afa GIT binary patch literal 234939 zcmdSAg;yNivObIxJPGcB;O;H~LU4E2!3TGjpo0Z>NpSaJaCaCa!QI_mf4TRb_nh>hJ!F?>qB|zvqOmlG?6n4i>H+Ce8pDOM3?(fZ4^&833?%v2t)dgYOi9f%ya@ z^HogUGwXQ8BTN0y%iF~q1Yps`%5==q4vK=K494||6rL)n9r&on_3dTxlAE388@3Ox 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z!#$7_RZ4$}Qti0?OwY`VQ{>W9NDK`}08iJy*hFg+7jrvRnCXtOGXV}6lZ%}{^k=Pm zLm*B98blvdI=51(9O7dCAu1iEzuGfWzn;QyRV~lII`?fQ z2-jfxl3@Oa;(+gOwB-5e-*2_|lx?(salkM4@^FC#p--58A2 zRleJ_vzeK~Or}E>j5d=0`A9J;7$jX;8eZkH5(M*w@@>^i9Bbpvko#8KJ#ZG1Tx8h) zq2cXZS}mWmKZbNmW*dKt8Wo-~%Bi9t7#Vl+MY&ghs7!+Xq@R>yom<8oBfTmlwss6wtb+Z`8p1*15>dnlI6L zF!s{%S$xvKxj+@Lowd>Cu*t?u9gzTu{lD0W2E4bD(A5>-b>dsYwowppi>>Z$C|2QU zSzNSpVEy;$RDb>}YsT`c+keF@HuEk&llb6s+cw8*TbZIASoX%$wR@5>aqBbP|1D?Z z|5wgQ7&&1}2j&r#5tv zT5KZj$(*ftQ6(8Xxe<9=%Eu~aDqQ9tuZf5*t6wPcGd(6Jc0XE*9NYfy)=0Yl9Ux&+ z@43s#|3|d(6?Fgiuki``|I5P%rPq5ax#Mj Date: Sun, 25 Sep 2022 08:28:27 -0600 Subject: [PATCH 3/8] rat and prettier --- docs/source/user-guide/cli.md | 2 +- docs/source/user-guide/introduction.md | 6 +++--- docs/source/user-guide/scheduler.md | 26 +++++++++++++++++++++++--- 3 files changed, 27 insertions(+), 7 deletions(-) diff --git a/docs/source/user-guide/cli.md b/docs/source/user-guide/cli.md index c1f28d7e1..f8bc08054 100644 --- a/docs/source/user-guide/cli.md +++ b/docs/source/user-guide/cli.md @@ -19,7 +19,7 @@ # Ballista Command-line Interface -The Ballista CLI allows SQL queries to be executed against a Ballista cluster, or in standalone mode in a single +The Ballista CLI allows SQL queries to be executed against a Ballista cluster, or in standalone mode in a single process. Use Cargo to install: diff --git a/docs/source/user-guide/introduction.md b/docs/source/user-guide/introduction.md index ae3e525e0..65cbe2f7c 100644 --- a/docs/source/user-guide/introduction.md +++ b/docs/source/user-guide/introduction.md @@ -19,13 +19,13 @@ # Overview -Ballista is a distributed compute platform primarily implemented in Rust, and powered by Apache Arrow. +Ballista is a distributed compute platform primarily implemented in Rust, and powered by Apache Arrow. -Ballista has a scheduler and an executor process that are standard Rust executables and can be executed directly, but +Ballista has a scheduler and an executor process that are standard Rust executables and can be executed directly, but Dockerfiles are provided to build images for use in containerized environments, such as Docker, Docker Compose, and Kubernetes. See the [deployment guide](deployment.md) for more information -SQL and DataFrame queries can be submitted from Python and Rust, and SQL queries can be submitted via the Arrow +SQL and DataFrame queries can be submitted from Python and Rust, and SQL queries can be submitted via the Arrow Flight SQL JDBC driver, supporting your favorite JDBC compliant tools such as [DataGrip](datagrip) or [tableau](tableau). For setup instructions, please see the [FlightSQL guide](flightsql.md). diff --git a/docs/source/user-guide/scheduler.md b/docs/source/user-guide/scheduler.md index 5ffb7fa05..21d8f876f 100644 --- a/docs/source/user-guide/scheduler.md +++ b/docs/source/user-guide/scheduler.md @@ -1,3 +1,22 @@ + + # Ballista Scheduler ## Web User Interface @@ -8,9 +27,10 @@ The scheduler provides a web user interface that allows queries to be monitored. ## REST API +The scheduler also provides a REST API that allows jobs to be monitored. + | API | Description | -|-----------------------|-------------------------------------------------------------| +| --------------------- | ----------------------------------------------------------- | | /api/jobs | Get a list of jobs that have been submitted to the cluster. | | /api/job/{job_id} | Get a summary of a submitted job. | -| /api/job/{job_id}/dot | Produce a query plan in DOT (graphviz) formmat. | - \ No newline at end of file +| /api/job/{job_id}/dot | Produce a query plan in DOT (graphviz) format. | From e0c6ed267f8573df7f6d9604d88951a80da444e9 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sun, 25 Sep 2022 08:38:38 -0600 Subject: [PATCH 4/8] Add more content --- docs/source/index.rst | 2 +- docs/source/user-guide/python.md | 56 +++++++++++++++++++++++++- docs/source/user-guide/tuning-guide.md | 19 +++++++++ 3 files changed, 74 insertions(+), 3 deletions(-) diff --git a/docs/source/index.rst b/docs/source/index.rst index 76604422a..270c475e7 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -45,7 +45,7 @@ Table of content Python Rust Flight SQL JDBC - CLI + SQL CLI .. toctree:: :maxdepth: 1 diff --git a/docs/source/user-guide/python.md b/docs/source/user-guide/python.md index 3bd4fe50b..c4d7fb658 100644 --- a/docs/source/user-guide/python.md +++ b/docs/source/user-guide/python.md @@ -21,6 +21,18 @@ Ballista provides Python bindings, allowing SQL and DataFrame queries to be executed from the Python shell. +Like PySpark, it allows you to build a plan through SQL or a DataFrame API against Parquet, CSV, JSON, and other +popular file formats files, run it in a distributed environment, and obtain the result back in Python. + +It also allows you to use UDFs and UDAFs for complex operations (note that this is not implemented yet and the +tracking issue is [#173](https://github.com/apache/arrow-ballista/issues/173)) + +The major advantage of this library over other execution engines is that this library achieves zero-copy between +Python and its execution engine: there is no cost in using UDFs, UDAFs, and collecting the results to Python apart +from having to lock the GIL when running those operations. + +Technically, zero-copy is achieved via the [c data interface](https://arrow.apache.org/docs/format/CDataInterface.html). + ## Connecting to a Cluster The following code demonstrates how to create a Ballista context and connect to a scheduler. @@ -30,7 +42,47 @@ The following code demonstrates how to create a Ballista context and connect to >>> ctx = ballista.BallistaContext("localhost", 50050) ``` -## Registering Tables +## DataFrame + +The following example demonstrates creating arrays with PyArrow and then creating a Ballista DataFrame. + +```python +import ballista +import pyarrow + +# an alias +f = ballista.functions + +# create a context +ctx = ballista.BallistaContext("localhost", 50050) + +# create a RecordBatch and a new DataFrame from it +batch = pyarrow.RecordBatch.from_arrays( + [pyarrow.array([1, 2, 3]), pyarrow.array([4, 5, 6])], + names=["a", "b"], +) +df = ctx.create_dataframe([[batch]]) + +# create a new statement +df = df.select( + f.col("a") + f.col("b"), + f.col("a") - f.col("b"), +) + +# execute and collect the first (and only) batch +result = df.collect()[0] + +assert result.column(0) == pyarrow.array([5, 7, 9]) +assert result.column(1) == pyarrow.array([-3, -3, -3]) +``` + +## SQL + +The Python bindings support executing SQL queries as well. + +### Registering Tables + +Before SQL queries can be executed, tables need to be registered with the context. Tables can be registered against the context by calling one of the `register` methods, or by executing SQL. @@ -42,7 +94,7 @@ Tables can be registered against the context by calling one of the `register` me >>> ctx.sql("CREATE EXTERNAL TABLE trips STORED AS PARQUET LOCATION '/mnt/bigdata/nyctaxi'") ``` -## Executing Queries +### Executing Queries The `sql` method creates a `DataFrame`. The query is executed when an action such as `show` or `collect` is executed. diff --git a/docs/source/user-guide/tuning-guide.md b/docs/source/user-guide/tuning-guide.md index 3d2700512..3942f8ac6 100644 --- a/docs/source/user-guide/tuning-guide.md +++ b/docs/source/user-guide/tuning-guide.md @@ -69,3 +69,22 @@ Pull-based scheduling works in a similar way to Apache Spark and push-based sche The scheduling policy can be specified in the `--scheduler_policy` parameter when starting the scheduler and executor processes. The default is `pull-based`. + +## Viewing Query Plans and Metrics + +The scheduler provides a web user interface as well as a REST API for monitoring jobs. See the +[scheduler documentation](scheduler.md) for more information. + +To download a query plan in dot format from the scheduler, submit a request to the following API endpoint + +``` +http://localhost:50050/api/job/{job_id}/dot +``` + +The resulting file can be converted into an image using `graphviz`: + +```bash +dot -Tpng query.dot > query.png +``` + +Here is an example query plan: From 54dd79e4e3837e9fc37b00940551fa6ac8e62a68 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sun, 25 Sep 2022 08:54:55 -0600 Subject: [PATCH 5/8] add example query plan diagram --- docs/README.md | 38 ++++++++++-------- .../user-guide/images/example-query-plan.png | Bin 0 -> 192455 bytes docs/source/user-guide/tuning-guide.md | 2 + 3 files changed, 23 insertions(+), 17 deletions(-) create mode 100644 docs/source/user-guide/images/example-query-plan.png diff --git a/docs/README.md b/docs/README.md index 920ba4942..d3f29ac24 100644 --- a/docs/README.md +++ b/docs/README.md @@ -17,16 +17,20 @@ under the License. --> -# Developer Documentation +# Ballista Documenation -Developer documentation can be found [here](developer/README.md). -User documentation can be found [here](source/user-guide/introduction.md). +## User Documentation + +Documentation for the current published release can be found at https://arrow.apache.org/ballista and the source +content is located [here](source/user-guide/introduction.md). -# User Documentation +## Developer Documentation + +Developer documentation can be found [here](developer/README.md). -_These instructions were forked from the `arrow-datafusion` repository and are outdated_ +## Building the User Guide -## Dependencies +### Dependencies It's recommended to install build dependencies and build the documentation inside a Python virtualenv. @@ -38,21 +42,21 @@ inside a Python virtualenv. ## Build ```bash -make html +./build.sh ``` ## Release -The documentation is served through the -[arrow-site](https://github.com/apache/arrow-site/) repo. To release a new -version of the docs, follow these steps: +The documentation is served through the [arrow-site](https://github.com/apache/arrow-site/) repository. To release +a new version of the documentation, follow these steps: -1. Run `make html` inside `docs` folder to generate the docs website inside the `build/html` folder. -2. Clone the arrow-site repo -3. Checkout to the `asf-site` branch (NOT `master`) -4. Copy build artifacts into `arrow-site` repo's `datafusion` folder with a command such as +1. Download the release source tarball (we can only publish documentation from official releases) +2. Run `./build.sh` inside `docs` folder to generate the docs website inside the `build/html` folder. +3. Clone the arrow-site repo +4. Checkout to the `asf-site` branch (NOT `master`) +5. Copy build artifacts into `arrow-site` repo's `ballista` folder with a command such as -- `cp -rT ./build/html/ ../../arrow-site/datafusion/` (doesn't work on mac) -- `rsync -avzr ./build/html/ ../../arrow-site/datafusion/` +- `cp -rT ./build/html/ ../../arrow-site/ballista/` (doesn't work on mac) +- `rsync -avzr ./build/html/ ../../arrow-site/ballista/` -5. Commit changes in `arrow-site` and send a PR. +6. 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zs`a%7PWefQ(qx`=^9_>F8aMrXiurZdrcaWXT=b>IT~a)*rhofy{X<#2$6{sG1 query.png ``` Here is an example query plan: + +![query plan](images/example-query-plan.png) From fa03e0f2b938422893f77f8add472dbd9a20b324 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sun, 25 Sep 2022 08:57:32 -0600 Subject: [PATCH 6/8] rat --- docs/build.sh | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) diff --git a/docs/build.sh b/docs/build.sh index 3a5ea75c7..ba25a9338 100755 --- a/docs/build.sh +++ b/docs/build.sh @@ -1,3 +1,21 @@ #!/bin/bash + +# Licensed to the Apache Software Foundation (ASF) under one +# or more contributor license agreements. See the NOTICE file +# distributed with this work for additional information +# regarding copyright ownership. The ASF licenses this file +# to you under the Apache License, Version 2.0 (the +# "License"); you may not use this file except in compliance +# with the License. You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, +# software distributed under the License is distributed on an +# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +# KIND, either express or implied. See the License for the +# specific language governing permissions and limitations +# under the License. + rm -rf build make html From 941bb34c059deadeb6e5a6aeee7de7f63f033692 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sun, 25 Sep 2022 11:46:15 -0600 Subject: [PATCH 7/8] update python docs --- docs/source/user-guide/python.md | 77 ++++++++++++++------------------ 1 file changed, 34 insertions(+), 43 deletions(-) diff --git a/docs/source/user-guide/python.md b/docs/source/user-guide/python.md index c4d7fb658..4a9075668 100644 --- a/docs/source/user-guide/python.md +++ b/docs/source/user-guide/python.md @@ -24,15 +24,6 @@ Ballista provides Python bindings, allowing SQL and DataFrame queries to be exec Like PySpark, it allows you to build a plan through SQL or a DataFrame API against Parquet, CSV, JSON, and other popular file formats files, run it in a distributed environment, and obtain the result back in Python. -It also allows you to use UDFs and UDAFs for complex operations (note that this is not implemented yet and the -tracking issue is [#173](https://github.com/apache/arrow-ballista/issues/173)) - -The major advantage of this library over other execution engines is that this library achieves zero-copy between -Python and its execution engine: there is no cost in using UDFs, UDAFs, and collecting the results to Python apart -from having to lock the GIL when running those operations. - -Technically, zero-copy is achieved via the [c data interface](https://arrow.apache.org/docs/format/CDataInterface.html). - ## Connecting to a Cluster The following code demonstrates how to create a Ballista context and connect to a scheduler. @@ -42,40 +33,6 @@ The following code demonstrates how to create a Ballista context and connect to >>> ctx = ballista.BallistaContext("localhost", 50050) ``` -## DataFrame - -The following example demonstrates creating arrays with PyArrow and then creating a Ballista DataFrame. - -```python -import ballista -import pyarrow - -# an alias -f = ballista.functions - -# create a context -ctx = ballista.BallistaContext("localhost", 50050) - -# create a RecordBatch and a new DataFrame from it -batch = pyarrow.RecordBatch.from_arrays( - [pyarrow.array([1, 2, 3]), pyarrow.array([4, 5, 6])], - names=["a", "b"], -) -df = ctx.create_dataframe([[batch]]) - -# create a new statement -df = df.select( - f.col("a") + f.col("b"), - f.col("a") - f.col("b"), -) - -# execute and collect the first (and only) batch -result = df.collect()[0] - -assert result.column(0) == pyarrow.array([5, 7, 9]) -assert result.column(1) == pyarrow.array([-3, -3, -3]) -``` - ## SQL The Python bindings support executing SQL queries as well. @@ -140,3 +97,37 @@ The `explain` method can be used to show the logical and physical query plans fo | | | +---------------+-------------------------------------------------------------+ ``` + +## DataFrame + +The following example demonstrates creating arrays with PyArrow and then creating a Ballista DataFrame. + +```python +import ballista +import pyarrow + +# an alias +f = ballista.functions + +# create a context +ctx = ballista.BallistaContext("localhost", 50050) + +# create a RecordBatch and a new DataFrame from it +batch = pyarrow.RecordBatch.from_arrays( + [pyarrow.array([1, 2, 3]), pyarrow.array([4, 5, 6])], + names=["a", "b"], +) +df = ctx.create_dataframe([[batch]]) + +# create a new statement +df = df.select( + f.col("a") + f.col("b"), + f.col("a") - f.col("b"), +) + +# execute and collect the first (and only) batch +result = df.collect()[0] + +assert result.column(0) == pyarrow.array([5, 7, 9]) +assert result.column(1) == pyarrow.array([-3, -3, -3]) +``` From d9dae6f93aa55a6108f47b736e903ef3ea2eafd6 Mon Sep 17 00:00:00 2001 From: Andy Grove Date: Sun, 25 Sep 2022 13:25:25 -0600 Subject: [PATCH 8/8] fix typo --- docs/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/README.md b/docs/README.md index d3f29ac24..9813be4b1 100644 --- a/docs/README.md +++ b/docs/README.md @@ -17,7 +17,7 @@ under the License. --> -# Ballista Documenation +# Ballista Documentation ## User Documentation