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under the License. | ||
--> | ||
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# DataFusion Command-line Interface | ||
# DataFusion Command-line SQL Utility | ||
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The DataFusion CLI allows SQL queries to be executed by an in-process DataFusion context. | ||
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``` | ||
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 | ||
OPTIONS: | ||
-c, --batch-size <batch-size> The batch size of each query, or use DataFusion default | ||
-p, --data-path <data-path> Path to your data, default to current directory | ||
-f, --file <file>... Execute commands from file(s), then exit | ||
--format <format> Output format [default: table] [possible values: csv, tsv, table, json, ndjson] | ||
``` | ||
The DataFusion CLI is a command-line interactive SQL utility that allows | ||
queries to be executed against any supported data files. It is a convenient way to | ||
try DataFusion out with your own data sources. | ||
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## Example | ||
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@@ -47,31 +33,125 @@ $ echo "1,2" > data.csv | |
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```bash | ||
$ datafusion-cli | ||
DataFusion CLI v11.0.0 | ||
❯ CREATE EXTERNAL TABLE foo STORED AS CSV LOCATION 'data.csv'; | ||
0 rows in set. Query took 0.017 seconds. | ||
❯ select * from foo; | ||
+----------+----------+ | ||
| column_1 | column_2 | | ||
+----------+----------+ | ||
| 1 | 2 | | ||
+----------+----------+ | ||
1 row in set. Query took 0.012 seconds. | ||
``` | ||
## Installation | ||
DataFusion CLI v8.0.0 | ||
### Install and run using Cargo | ||
> CREATE EXTERNAL TABLE foo (a INT, b INT) STORED AS CSV LOCATION 'data.csv'; | ||
0 rows in set. Query took 0.001 seconds. | ||
The easiest way to install DataFusion CLI a spin is via `cargo install datafusion-cli`. | ||
> SELECT * FROM foo; | ||
+---+---+ | ||
| a | b | | ||
+---+---+ | ||
| 1 | 2 | | ||
+---+---+ | ||
1 row in set. Query took 0.017 seconds. | ||
### Install and run using Homebrew (on MacOS) | ||
DataFusion CLI can also be installed via Homebrew (on MacOS). Install it as any other pre-built software like this: | ||
```bash | ||
brew install datafusion | ||
# ==> Downloading https://ghcr.io/v2/homebrew/core/datafusion/manifests/5.0.0 | ||
# ######################################################################## 100.0% | ||
# ==> Downloading https://ghcr.io/v2/homebrew/core/datafusion/blobs/sha256:9ecc8a01be47ceb9a53b39976696afa87c0a8 | ||
# ==> Downloading from https://pkg-containers.githubusercontent.com/ghcr1/blobs/sha256:9ecc8a01be47ceb9a53b39976 | ||
# ######################################################################## 100.0% | ||
# ==> Pouring datafusion--5.0.0.big_sur.bottle.tar.gz | ||
# 🍺 /usr/local/Cellar/datafusion/5.0.0: 9 files, 17.4MB | ||
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datafusion-cli | ||
``` | ||
## DataFusion-Cli | ||
### Run using Docker | ||
There is no officially published Docker image for the DataFusion CLI, so it is necessary to build from source | ||
instead. | ||
Build the `datafusion-cli`: | ||
Use the following commands to clone this repository and build a Docker image containing the CLI tool. Note | ||
that there is `.dockerignore` file in the root of the repository that may need to be deleted in order for | ||
this to work. | ||
```bash | ||
cd arrow-datafusion/datafusion-cli | ||
cargo build | ||
git clone https://github.com/apache/arrow-datafusion | ||
git checkout 8.0.0 | ||
cd arrow-datafusion | ||
docker build -f datafusion-cli/Dockerfile . --tag datafusion-cli | ||
docker run -it -v $(your_data_location):/data datafusion-cli | ||
``` | ||
## Cli commands | ||
## Usage | ||
```bash | ||
Apache Arrow <[email protected]> | ||
Command Line Client for DataFusion query engine. | ||
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USAGE: | ||
datafusion-cli [OPTIONS] | ||
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OPTIONS: | ||
-c, --batch-size <BATCH_SIZE> The batch size of each query, or use DataFusion default | ||
-f, --file <FILE>... Execute commands from file(s), then exit | ||
--format <FORMAT> [default: table] [possible values: csv, tsv, table, json, | ||
nd-json] | ||
-h, --help Print help information | ||
-p, --data-path <DATA_PATH> Path to your data, default to current directory | ||
-q, --quiet Reduce printing other than the results and work quietly | ||
-r, --rc <RC>... Run the provided files on startup instead of ~/.datafusionrc | ||
-V, --version Print version information | ||
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Type `exit` or `quit` to exit the CLI. | ||
``` | ||
## Registering Parquet Data Sources | ||
Parquet data sources can be registered by executing a `CREATE EXTERNAL TABLE` SQL statement. It is not necessary to provide schema information for Parquet files. | ||
```sql | ||
CREATE EXTERNAL TABLE taxi | ||
STORED AS PARQUET | ||
LOCATION '/mnt/nyctaxi/tripdata.parquet'; | ||
``` | ||
## Registering CSV Data Sources | ||
CSV data sources can be registered by executing a `CREATE EXTERNAL TABLE` SQL statement. | ||
```sql | ||
CREATE EXTERNAL TABLE test | ||
STORED AS CSV | ||
WITH HEADER ROW | ||
LOCATION '/path/to/aggregate_test_100.csv'; | ||
``` | ||
It is also possible to provide schema information. | ||
```sql | ||
CREATE EXTERNAL TABLE test ( | ||
c1 VARCHAR NOT NULL, | ||
c2 INT NOT NULL, | ||
c3 SMALLINT NOT NULL, | ||
c4 SMALLINT NOT NULL, | ||
c5 INT NOT NULL, | ||
c6 BIGINT NOT NULL, | ||
c7 SMALLINT NOT NULL, | ||
c8 INT NOT NULL, | ||
c9 BIGINT NOT NULL, | ||
c10 VARCHAR NOT NULL, | ||
c11 FLOAT NOT NULL, | ||
c12 DOUBLE NOT NULL, | ||
c13 VARCHAR NOT NULL | ||
) | ||
STORED AS CSV | ||
LOCATION '/path/to/aggregate_test_100.csv'; | ||
``` | ||
## Commands | ||
Available commands inside DataFusion CLI are: | ||
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- QuietMode | ||
``` | ||
```bash | ||
> \quiet [true|false] | ||
``` | ||
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