Influxdata
/
influxdb
mirror of https://github.com/influxdata/influxdb.git
1
0
Fork 0
Code Issues Projects Releases Wiki Activity
influxdb/README.md

342 lines
12 KiB
Markdown
Raw Blame History

# InfluxDB IOx
InfluxDB IOx (short for Iron Oxide, pronounced InfluxDB "eye-ox") is the future core of InfluxDB, an open source time series database.
The name is in homage to Rust, the language this project is written in.
It is built using [Apache Arrow](https://arrow.apache.org/) and [DataFusion](https://arrow.apache.org/blog/2019/02/04/datafusion-donation/) among other things.
InfluxDB IOx aims to be:
* The future core of InfluxDB; supporting industry standard SQL, InfluxQL, and Flux
* An in-memory columnar store using object storage for persistence
* A fast analytic database for structured and semi-structured events (like logs and tracing data)
* A system for defining replication (synchronous, asynchronous, push and pull) and partitioning rules for InfluxDB time series data and tabular analytics data
* A system supporting real-time subscriptions
* A processor that can transform and do arbitrary computation on time series and event data as it arrives
* An analytic database built for data science, supporting Apache Arrow Flight for fast data transfer
Persistence is through Parquet files in object storage.
It is a design goal to support integration with other big data systems through object storage and Parquet specifically.
For more details on the motivation behind the project and some of our goals, read through the [InfluxDB IOx announcement blog post](https://www.influxdata.com/blog/announcing-influxdb-iox/).
If you prefer a video that covers a little bit of InfluxDB history and high level goals for [InfluxDB IOx you can watch Paul Dix's announcement talk from InfluxDays NA 2020](https://www.youtube.com/watch?v=pnwkAAyMp18).
For more details on the motivation behind the selection of [Apache Arrow, Flight and Parquet, read this](https://www.influxdata.com/blog/apache-arrow-parquet-flight-and-their-ecosystem-are-a-game-changer-for-olap/).
## Supported Platforms
As we commit to support platforms they will be added here.
Our current goal is that the following platforms will be able to run InfluxDB IOx.
* Linux x86 (`x86_64-unknown-linux-gnu`)
* Darwin x86 (`x86_64-apple-darwin`)
* Darwin arm (`aarch64-apple-darwin`)
This list is very unlikely to be complete; we will add more platforms based on
our ability to support them effectively.
## Project Status
This project is very early and in active development. It isn't yet ready for testing, which is why we're not producing builds or documentation yet.
If you would like contact the InfluxDB IOx developers,
join the [InfluxData Community Slack](https://influxdata.com/slack) and look for the #influxdb_iox channel.
We're also hosting monthly tech talks and community office hours on the project on the 2nd Wednesday of the month at 8:30 AM Pacific Time.
* [Signup for upcoming IOx tech talks](https://www.influxdata.com/community-showcase/influxdb-tech-talks)
* [Watch past IOx tech talks](https://www.youtube.com/playlist?list=PLYt2jfZorkDp-PKBS05kf2Yx2NrRyPAAz)
## Get started
1. [Install dependencies](#install-dependencies)
1. [Clone the repository](#clone-the-repository)
1. [Configure the server](#configure-the-server)
1. [Compile and start the server](#compile-and-start-the-server)
(You can also [build a Docker image](#build-a-docker-image-optional) to run InfluxDB IOx.)
1. [Write and read data](#write-and-read-data)
1. [Use the CLI](#use-the-cli)
1. [Use InfluxDB 2.0 API compatibility](#use-influxdb-20-api-compatibility)
1. [Run health checks](#run-health-checks)
1. [Manually call the gRPC API](#manually-call-the-grpc-api)
### Install dependencies
To compile and run InfluxDB IOx from source, you'll need the following:
* [Rust](#rust)
* [Clang](#clang)
* [lld (on Linux)](#lld)
* [protoc (on Apple Silicon)](#protoc)
#### Rust
The easiest way to install Rust is to use [`rustup`](https://rustup.rs/), a Rust version manager.
Follow the instructions for your operating system on the `rustup` site.
`rustup` will check the [`rust-toolchain`](./rust-toolchain.toml) file and automatically install and use the correct Rust version for you.
#### Clang
Building InfluxDB IOx requires `clang` (for the [`croaring`] dependency).
Check for `clang` by running `clang --version`.
```shell
clang --version
Apple clang version 12.0.0 (clang-1200.0.32.27)
Target: x86_64-apple-darwin20.1.0
Thread model: posix
InstalledDir: /Library/Developer/CommandLineTools/usr/bin
```
If `clang` is not already present, it can typically be installed with the system package manager.
[`croaring`]: https://github.com/saulius/croaring-rs
#### lld
If you are building InfluxDB IOx on Linux then you will need to ensure you have installed the `lld` LLVM linker.
Check if you have already installed it by running `lld -version`.
```shell
lld -version
lld is a generic driver.
Invoke ld.lld (Unix), ld64.lld (macOS), lld-link (Windows), wasm-ld (WebAssembly) instead
```
If `lld` is not already present, it can typically be installed with the system package manager.
#### protoc
If you are building InfluxDB IOx on Apple Silicon you may find that the build fails with an error containing:
```shell
failed to invoke protoc (hint: https://docs.rs/prost-build/#sourcing-protoc): Bad CPU type in executable (os error 86)
```
Prost bundles a `protoc` binary, which it uses if it cannot find a system alternative.
Prior to version 0.9, the binary it chooses with the above error is an `x86` one, which won't work if you do not have Rosetta installed on your system.
You can install Rosetta by running:
```shell
softwareupdate --install-rosetta
```
An alternative to installing Rosetta is to point Prost at an `arm` build of `protoc`.
First, install `protoc`, e.g., via Homebrew:
```shell
brew update && brew install protobuf
```
Then set the following environment variables to point Prost at your system install:
```shell
PROTOC=/opt/homebrew/bin/protoc
PROTOC_INCLUDE=/opt/homebrew/include
```
IOx should then build correctly.
### Clone the repository
Clone this repository using `git`.
If you use the `git` command line, this looks like:
```shell
git clone git@github.com:influxdata/influxdb_iox.git
```
Then change into the directory containing the code:
```shell
cd influxdb_iox
```
The rest of these instructions assume you are in this directory.
### Configure the server
InfluxDB IOx can be configured using either environment variables or a configutation file,
making it suitable for deployment in containerized environments.
For a list configuration options, run `influxdb_iox --help`.
For configuration options for specific subcommands, run `influxdb_iox <subcommand> --help`.
To use a configuration file, use a `.env` file in the working directory.
See the provided [example configuration file](docs/env.example).
To use the example configuration file, run:
```shell
cp docs/env.example .env
```
### Compile and start the server
InfluxDB IOx is built using Cargo, Rust's package manager and build tool.
To compile for development, run:
```shell
cargo build
```
This which will create a binary at `target/debug/influxdb_iox`.
To start the InfluxDB IOx server, run:
```shell
./target/debug/influxdb_iox run database
```
By default the server will start an HTTP server on port `8080` and a gRPC server on port `8082`.
You can also compile and run with one command:
```shell
cargo run -- run database
```
To compile for performance testing, build in release mode:
```shell
cargo build --release
./target/release/influxdb_iox run database
```
You can also run in release mode with one step:
```shell
cargo run --release -- run database
```
To run all available tests in debug mode, you may want to set min stack size to avoid the current known stack overflow issue:
```shell
RUST_MIN_STACK=10485760 cargo test --all
```
### Build a Docker image (optional)
Building the Docker image requires:
* Docker 18.09+
* BuildKit
To [enable BuildKit] by default, set `{ "features": { "buildkit": true } }` in the Docker engine configuration,
or run `docker build` with`DOCKER_BUILDKIT=1`
To build the Docker image:
```shell
DOCKER_BUILDKIT=1 docker build .
```
[Enable BuildKit]: https://docs.docker.com/develop/develop-images/build_enhancements/#to-enable-buildkit-builds
### Write and read data
Each IOx instance requires a server ID.
This can be set one of 4 ways:
* set an environment variable `INFLUXDB_IOX_ID=42`
* set a flag `--server-id 42`
* use the API (not convered here)
* use the CLI
```shell
influxdb_iox server set 42
```
To write data, you need to create a database.
You can do so via the API or using the CLI.
For example, to create a database called `company_sensors`, use this command:
```shell
influxdb_iox database create company_sensors
```
Data can be stored in InfluxDB IOx by sending it in [line protocol] format to the `/api/v2/write` endpoint or using the CLI.
For example, here is a command that will send the data in the `test_fixtures/lineproto/metrics.lp` file in this repository, assuming that you're running the server on the default port into the `company_sensors` database, you can use:
```shell
influxdb_iox database write company_sensors test_fixtures/lineproto/metrics.lp
```
To query data stored in the `company_sensors` database:
```shell
influxdb_iox database query company_sensors "SELECT * FROM cpu LIMIT 10"
```
### Use the CLI
InfluxDB IOx is packaged as a binary with commands to start the IOx server,
as well as a CLI interface for interacting with and configuring such servers.
The CLI itself is documented via built-in help which you can access by running `influxdb_iox --help`
### Use InfluxDB 2.0 API compatibility
InfluxDB IOx allows seamless interoperability with InfluxDB 2.0.
Where InfluxDB 2.0 stores data in organizations and buckets,
InfluxDB IOx stores data in _named databases_.
IOx maps `organization` and `bucket` pairs to databases named with the two parts separated by an underscore (`_`):
`organization_bucket`.
Here's an example using [`curl`] to send data into the `company_sensors` database using the InfluxDB 2.0 `/api/v2/write` API:
```shell
curl -v "http://127.0.0.1:8080/api/v2/write?org=company&bucket=sensors" --data-binary @test_fixtures/lineproto/metrics.lp
```
[line protocol]: https://docs.influxdata.com/influxdb/v2.0/reference/syntax/line-protocol/
[`curl`]: https://curl.se/
### Run health checks
The HTTP API exposes a healthcheck endpoint at `/health`
```console
$ curl http://127.0.0.1:8080/health
OK
```
The gRPC API implements the [gRPC Health Checking Protocol](https://github.com/grpc/grpc/blob/master/doc/health-checking.md).
This can be tested with [`grpc-health-probe`](https://github.com/grpc-ecosystem/grpc-health-probe):
```console
$ grpc_health_probe -addr 127.0.0.1:8082 -service influxdata.platform.storage.Storage
status: SERVING
```
### Manually call the gRPC API
To manually invoke one of the gRPC APIs, use a gRPC CLI client such as [grpcurl](https://github.com/fullstorydev/grpcurl).
Tonic (the gRPC server library we're using) currently doesn't have support for gRPC reflection, hence you must pass all `.proto` files to your client.
You can find a conventient `grpcurl` wrapper that does that in the `scripts` directory:
```console
$ ./scripts/grpcurl -plaintext 127.0.0.1:8082 list
grpc.health.v1.Health
influxdata.iox.management.v1.ManagementService
influxdata.platform.storage.IOxTesting
influxdata.platform.storage.Storage
$ ./scripts/grpcurl -plaintext 127.0.0.1:8082 influxdata.iox.management.v1.ManagementService.ListDatabases
{
"names": [
"foobar_weather"
]
}
```
## Contributing
We welcome community contributions from anyone!
Read our [Contributing Guide](CONTRIBUTING.md) for instructions on how to run tests and how to make your first contribution.
## Architecture and Technical Documenation
There are a variety of technical documents describing various parts of IOx in the [docs](docs) directory.
Reference in New Issue View Git Blame Copy Permalink