https://github.com/joshi4/imaginary
Fast, simple, scalable HTTP microservice for high-level image processing with first-class Docker support
https://github.com/joshi4/imaginary
Last synced: 6 months ago
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Fast, simple, scalable HTTP microservice for high-level image processing with first-class Docker support
- Host: GitHub
- URL: https://github.com/joshi4/imaginary
- Owner: joshi4
- License: mit
- Fork: true (h2non/imaginary)
- Created: 2018-08-21T22:44:09.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2018-07-25T16:53:02.000Z (almost 8 years ago)
- Last Synced: 2025-10-12T19:21:37.811Z (10 months ago)
- Language: Go
- Homepage:
- Size: 17.4 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: History.md
- License: LICENSE
Awesome Lists containing this project
README
# imaginary [](https://travis-ci.org/h2non/imaginary) [](https://hub.docker.com/r/h2non/imaginary/) [](https://hub.docker.com/r/h2non/imaginary/) [](http://goreportcard.com/report/h2non/imaginary) 
**[Fast](#benchmarks) HTTP [microservice](http://microservices.io/patterns/microservices.html)** written in Go **for high-level image processing** backed by [bimg](https://github.com/h2non/bimg) and [libvips](https://github.com/jcupitt/libvips). `imaginary` can be used as private or public HTTP service for massive image processing with first-class support for [Docker](#docker) & [Heroku](#heroku).
It's almost dependency-free and only uses [`net/http`](http://golang.org/pkg/net/http/) native package without additional abstractions for better [performance](#performance).
Supports multiple [image operations](#supported-image-operations) exposed as a simple [HTTP API](#http-api),
with additional optional features such as **API token authorization**, **URL signature protection**, **HTTP traffic throttle** strategy and **CORS support** for web clients.
`imaginary` **can read** images **from HTTP POST payloads**, **server local path** or **remote HTTP servers**, supporting **JPEG**, **PNG**, **WEBP**, and optionally **TIFF**, **PDF**, **GIF** and **SVG** formats if `libvips@8.3+` is compiled with proper library bindings.
`imaginary` is able to output images as JPEG, PNG and WEBP formats, including transparent conversion across them.
`imaginary` also optionally **supports image placeholder fallback mechanism** in case of image processing error or server error of any nature, therefore an image will be always returned by the server in terms of HTTP response body and content MIME type, even in case of error, matching the expected image size and format transparently.
It uses internally `libvips`, a powerful and efficient library written in C for image processing
which requires a [low memory footprint](http://www.vips.ecs.soton.ac.uk/index.php?title=Speed_and_Memory_Use)
and it's typically 4x faster than using the quickest ImageMagick and GraphicsMagick
settings or Go native `image` package, and in some cases it's even 8x faster processing JPEG images.
To get started, take a look the [installation](#installation) steps, [usage](#command-line-usage) cases and [API](#http-api) docs.
## Contents
- [Supported image operations](#supported-image-operations)
- [Prerequisites](#prerequisites)
- [Installation](#installation)
- [Docker](#docker)
- [Heroku](#heroku)
- [Cloud Foundry](#cloudfoundry)
- [Recommended resources](#recommended-resources)
- [Production notes](#production-notes)
- [Scalability](#scalability)
- [Clients](#clients)
- [Performance](#performance)
- [Benchmark](#benchmark)
- [Command-line usage](#command-line-usage)
- [HTTP API](#http-api)
- [Authorization](#authorization)
- [URL signature](#url-signature)
- [Errors](#errors)
- [Form data](#form-data)
- [Params](#params)
- [Endpoints](#get-)
- [Authors](#authors)
- [License](#license)
## Supported image operations
- Resize
- Enlarge
- Crop
- SmartCrop (based on [libvips built-in algorithm](https://github.com/jcupitt/libvips/blob/master/libvips/conversion/smartcrop.c))
- Rotate (with auto-rotate based on EXIF orientation)
- Flip (with auto-flip based on EXIF metadata)
- Flop
- Zoom
- Thumbnail
- Fit
- [Pipeline](#get--post-pipeline) of multiple independent image transformations in a single HTTP request.
- Configurable image area extraction
- Embed/Extend image, supporting multiple modes (white, black, mirror, copy or custom background color)
- Watermark (customizable by text)
- Custom output color space (RGB, black/white...)
- Format conversion (with additional quality/compression settings)
- Info (image size, format, orientation, alpha...)
- Reply with default or custom placeholder image in case of error.
- Blur
## Prerequisites
- [libvips](https://github.com/jcupitt/libvips) 8.3+ (8.5+ recommended)
- C compatible compiler such as gcc 4.6+ or clang 3.0+
- Go 1.6+
## Installation
```bash
go get -u github.com/h2non/imaginary
```
Also, be sure you have the latest version of `bimg`:
```bash
go get -u gopkg.in/h2non/bimg.v1
```
### libvips
Run the following script as `sudo` (supports OSX, Debian/Ubuntu, Redhat, Fedora, Amazon Linux):
```bash
curl -s https://raw.githubusercontent.com/h2non/bimg/master/preinstall.sh | sudo bash -
```
The [install script](https://github.com/h2non/bimg/blob/master/preinstall.sh) requires `curl` and `pkg-config`
### Docker
See [Dockerfile](https://github.com/h2non/imaginary/blob/master/Dockerfile) for image details.
Fetch the image (comes with latest stable Go and `libvips` versions)
```
docker pull h2non/imaginary
```
Start the container with optional flags (default listening on port 9000)
```
docker run -p 9000:9000 h2non/imaginary -cors -gzip
```
Start the container in debug mode:
```
docker run -p 9000:9000 -e "DEBUG=*" h2non/imaginary
```
Enter to the interactive shell in a running container
```
sudo docker exec -it bash
```
Stop the container
```
docker stop h2non/imaginary
```
You can see all the Docker tags [here](https://hub.docker.com/r/h2non/imaginary/tags/).
Alternatively you may add imaginary to your `docker-compose.yml` file:
```yaml
version: "3"
services:
imaginary:
image: h2non/imaginary:latest
# optionally mount a volume as local image source
volumes:
- images:/mnt/data
environment:
PORT: 9000
command: -enable-url-source -mount /mnt/data
ports:
- "9000:9000"
```
### Heroku
Click on the Heroku button to easily deploy your app:
[](https://heroku.com/deploy)
Or alternatively you can follow the manual steps:
Clone this repository:
```
git clone https://github.com/h2non/imaginary.git
```
Set the buildpack for your application
```
heroku config:add BUILDPACK_URL=https://github.com/h2non/heroku-buildpack-imaginary.git
```
Optionally, define the PKGCONFIG path:
```
heroku config:add PKG_CONFIG_PATH=/app/vendor/vips/lib/pkgconfig
```
Add Heroku git remote:
```
heroku git:remote -a your-application
```
Deploy it!
```
git push heroku master
```
### CloudFoundry
Assuming you have cloudfoundry account, [bluemix](https://console.ng.bluemix.net/) or [pivotal](https://console.run.pivotal.io/) and [command line utility installed](https://github.com/cloudfoundry/cli).
Clone this repository:
```
git clone https://github.com/h2non/imaginary.git
```
Push the application
```
cf push -b https://github.com/yacloud-io/go-buildpack-imaginary.git imaginary-inst01 --no-start
```
Define the library path
```
cf set-env imaginary-inst01 LD_LIBRARY_PATH /home/vcap/app/vendor/vips/lib
```
Start the application
```
cf start imaginary-inst01
```
### Recommended resources
Given the multithreaded native nature of Go, in terms of CPUs, most cores means more concurrency and therefore, a better performance can be achieved.
From the other hand, in terms of memory, 512MB of RAM is usually enough for small services with low concurrency (<5 requests/second).
Up to 2GB for high-load HTTP service processing potentially large images or exposed to an eventual high concurrency.
If you need to expose `imaginary` as public HTTP server, it's highly recommended to protect the service against DDoS-like attacks.
`imaginary` has built-in support for HTTP concurrency throttle strategy to deal with this in a more convenient way and mitigate possible issues limiting the number of concurrent requests per second and caching the awaiting requests, if necessary.
### Production notes
In production focused environments it's highly recommended to enable the HTTP concurrency throttle strategy in your `imaginary` servers.
The recommended concurrency limit per server to guarantee a good performance is up to `20` requests per second.
You can enable it simply passing a flag to the binary:
```
$ imaginary -concurrency 20
```
### Scalability
If you're looking for a large scale solution for massive image processing, you should scale `imaginary` horizontally, distributing the HTTP load across a pool of imaginary servers.
Assuming that you want to provide a high availability to deal efficiently with, let's say, 100 concurrent req/sec, a good approach would be using a front end balancer (e.g: HAProxy) to delegate the traffic control flow, ensure the quality of service and distribution the HTTP across a pool of servers:
```
|==============|
| Dark World |
|==============|
||||
|==============|
| Balancer |
|==============|
| |
/ \
/ \
/ \
/-----------\ /-----------\
| imaginary | | imaginary | (*n)
\-----------/ \-----------/
```
## Clients
- [node.js/io.js](https://github.com/h2non/node-imaginary)
Feel free to send a PR if you created a client for other language.
## Performance
libvips is probably the faster open source solution for image processing.
Here you can see some performance test comparisons for multiple scenarios:
- [libvips speed and memory usage](http://www.vips.ecs.soton.ac.uk/index.php?title=Speed_and_Memory_Use)
- [bimg](https://github.com/h2non/bimg#Performance) (Go library with C bindings to libvips)
## Benchmark
See [benchmark.sh](https://github.com/h2non/imaginary/blob/master/benchmark.sh) for more details
Environment: Go 1.4.2. libvips-7.42.3. OSX i7 2.7Ghz
```
Requests [total] 200
Duration [total, attack, wait] 10.030639787s, 9.949499515s, 81.140272ms
Latencies [mean, 50, 95, 99, max] 83.124471ms, 82.899435ms, 88.948008ms, 95.547765ms, 104.384977ms
Bytes In [total, mean] 23443800, 117219.00
Bytes Out [total, mean] 175517000, 877585.00
Success [ratio] 100.00%
Status Codes [code:count] 200:200
```
### Conclusions
`imaginary` can deal efficiently with up to 20 request per second running in a multicore machine,
where it crops a JPEG image of 5MB and spending per each request less than 100 ms
The most expensive image operation under high concurrency scenarios (> 20 req/sec) is the image enlargement, which requires a considerable amount of math operations to scale the original image. In this kind of operation the required processing time usually grows over the time if you're stressing the server continuously. The advice here is as simple as taking care about the number of concurrent enlarge operations to avoid server performance bottlenecks.
## Command-line usage
```
Usage:
imaginary -p 80
imaginary -cors
imaginary -concurrency 10
imaginary -path-prefix /api/v1
imaginary -enable-url-source
imaginary -disable-endpoints form,health,crop,rotate
imaginary -enable-url-source -allowed-origins http://localhost,http://server.com
imaginary -enable-url-source -enable-auth-forwarding
imaginary -enable-url-source -authorization "Basic AwDJdL2DbwrD=="
imaginary -enable-placeholder
imaginary -enable-url-source -placeholder ./placeholder.jpg
imaginary -enable-url-signature -url-signature-key 4f46feebafc4b5e988f131c4ff8b5997
imaginary -h | -help
imaginary -v | -version
Options:
-a Bind address [default: *]
-p Bind port [default: 8088]
-h, -help Show help
-v, -version Show version
-path-prefix Url path prefix to listen to [default: "/"]
-cors Enable CORS support [default: false]
-gzip Enable gzip compression (deprecated) [default: false]
-disable-endpoints Comma separated endpoints to disable. E.g: form,crop,rotate,health [default: ""]
-key Define API key for authorization
-mount Mount server local directory
-http-cache-ttl The TTL in seconds. Adds caching headers to locally served files.
-http-read-timeout HTTP read timeout in seconds [default: 30]
-http-write-timeout HTTP write timeout in seconds [default: 30]
-enable-url-source Restrict remote image source processing to certain origins (separated by commas)
-enable-placeholder Enable image response placeholder to be used in case of error [default: false]
-enable-auth-forwarding Forwards X-Forward-Authorization or Authorization header to the image source server. -enable-url-source flag must be defined. Tip: secure your server from public access to prevent attack vectors
-enable-url-signature Enable URL signature (URL-safe Base64-encoded HMAC digest) [default: false]
-url-signature-key The URL signature key (32 characters minimum)
-allowed-origins Restrict remote image source processing to certain origins (separated by commas)
-max-allowed-size Restrict maximum size of http image source (in bytes)
-certfile TLS certificate file path
-keyfile TLS private key file path
-authorization Defines a constant Authorization header value passed to all the image source servers. -enable-url-source flag must be defined. This overwrites authorization headers forwarding behavior via X-Forward-Authorization
-placeholder Image path to image custom placeholder to be used in case of error. Recommended minimum image size is: 1200x1200
-concurrency Throttle concurrency limit per second [default: disabled]
-burst Throttle burst max cache size [default: 100]
-mrelease OS memory release interval in seconds [default: 30]
-cpus Number of used cpu cores.
(default for current machine is 8 cores)
```
Start the server in a custom port:
```bash
imaginary -p 8080
```
Also, you can pass the port as environment variable:
```bash
PORT=8080 imaginary
```
Enable HTTP server throttle strategy (max 10 requests/second):
```
imaginary -p 8080 -concurrency 10
```
Enable remote URL image fetching (then you can do GET request passing the `url=http://server.com/image.jpg` query param):
```
imaginary -p 8080 -enable-url-source
```
Mount local directory (then you can do GET request passing the `file=image.jpg` query param):
```
imaginary -p 8080 -mount ~/images
```
Enable authorization header forwarding to image origin server. `X-Forward-Authorization` or `Authorization` (by priority) header value will be forwarded as `Authorization` header to the target origin server, if one of those headers are present in the incoming HTTP request.
Security tip: secure your server from public access to prevent attack vectors when enabling this option:
```
imaginary -p 8080 -enable-url-source -enable-auth-forwarding
```
Or alternatively you can manually define an constant Authorization header value that will be always sent when fetching images from remote image origins. If defined, `X-Forward-Authorization` or `Authorization` headers won't be forwarded, and therefore ignored, if present.
**Note**:
```
imaginary -p 8080 -enable-url-source -authorization "Bearer s3cr3t"
```
Send fixed caching headers in the response. The headers can be set in either "cache nothing" or "cache for N seconds". By specifying `0` imaginary will send the "don't cache" headers, otherwise it sends headers with a TTL. The following example informs the client to cache the result for 1 year:
```
imaginary -p 8080 -enable-url-source -http-cache-ttl 31556926
```
Enable placeholder image HTTP responses in case of server error/bad request.
The placeholder image will be dynamically and transparently resized matching the expected image `width`x`height` define in the HTTP request params.
Also, the placeholder image will be also transparently converted to the desired image type defined in the HTTP request params, so the API contract should be maintained as much better as possible.
This feature is particularly useful when using `imaginary` as public HTTP service consumed by Web clients.
In case of error, the appropriate HTTP status code will be used to reflect the error, and the error details will be exposed serialized as JSON in the `Error` response HTTP header, for further inspection and convenience for API clients.
```
imaginary -p 8080 -enable-placeholder -enable-url-source
```
You can optionally use a custom placeholder image.
Since the placeholder image should fit a variety of different sizes, it's recommended to use a large image, such as `1200`x`1200`.
Supported custom placeholder image types are: `JPEG`, `PNG` and `WEBP`.
```
imaginary -p 8080 -placeholder=placeholder.jpg -enable-url-source
```
Enable URL signature (URL-safe Base64-encoded HMAC digest).
This feature is particularly useful to protect against multiple image operations attacks and to verify the requester identity.
```
imaginary -p 8080 -enable-url-signature -url-signature-key 4f46feebafc4b5e988f131c4ff8b5997
```
It is recommanded to pass key as environment variables:
```
URL_SIGNATURE_KEY=4f46feebafc4b5e988f131c4ff8b5997 imaginary -p 8080 -enable-url-signature
```
Increase libvips threads concurrency (experimental):
```
VIPS_CONCURRENCY=10 imaginary -p 8080 -concurrency 10
```
Enable debug mode:
```
DEBUG=* imaginary -p 8080
```
Or filter debug output by package:
```
DEBUG=imaginary imaginary -p 8080
```
#### Examples
Reading a local image (you must pass the `-mount=` flag):
```
curl -O "http://localhost:8088/crop?width=500&height=400&file=foo/bar/image.jpg"
```
Fetching the image from a remote server (you must pass the `-enable-url-source` flag):
```
curl -O "http://localhost:8088/crop?width=500&height=400&url=https://raw.githubusercontent.com/h2non/imaginary/master/testdata/large.jpg"
```
Crop behaviour can be influenced with the `gravity` parameter. You can specify a preference for a certain region (north, south, etc.). To enable Smart Crop you can specify the value "smart" to autodetect the most interesting section to consider as center point for the crop operation:
```
curl -O "http://localhost:8088/crop?width=500&height=200&gravity=smart&url=https://raw.githubusercontent.com/h2non/imaginary/master/testdata/smart-crop.jpg"
```
#### Playground
`imaginary` exposes an ugly HTML form for playground purposes in: [`http://localhost:8088/form`](http://localhost:8088/form)
## HTTP API
### Authorization
imaginary supports a simple token-based API authorization.
To enable it, you should pass the `-key` flag to the binary.
API token can be defined as HTTP header (`API-Key`) or query param (`key`).
Example request with API key:
```
POST /crop HTTP/1.1
Host: localhost:8088
API-Key: secret
```
### URL signature
The URL signature is provided by the `sign` request parameter.
The HMAC-SHA256 hash is created by taking the URL path (including the leading /), the request parameters (alphabetically-sorted and concatenated with & into a string). The hash is then base64url-encoded.
Here an example in Go:
```
signKey := "4f46feebafc4b5e988f131c4ff8b5997"
urlPath := "/resize"
urlQuery := "file=image.jpg&height=200&type=jpeg&width=300"
h := hmac.New(sha256.New, []byte(signKey))
h.Write([]byte(urlPath))
h.Write([]byte(urlQuery))
buf := h.Sum(nil)
fmt.Println("sign=" + base64.RawURLEncoding.EncodeToString(buf))
```
### Errors
`imaginary` will always reply with the proper HTTP status code and JSON body with error details.
Here an example response error when the payload is empty:
```json
{
"message": "Cannot read payload: no such file",
"code": 1
}
```
See all the predefined supported errors [here](https://github.com/h2non/imaginary/blob/master/error.go#L19-L28).
#### Placeholder
If `-enable-placeholder` or `-placeholder ` flags are passed to `imaginary`, a placeholder image will be used in case of error or invalid request input.
If `-enable-placeholder` is passed, the default `imaginary` placeholder image will be used, however you can customized it via `-placeholder` flag, loading a custom compatible image from the file system.
Since `imaginary` has been partially designed to be used as public HTTP service, including web pages, in certain scenarios the response MIME type must be respected,
so the server will always reply with a placeholder image in case of error, such as image processing error, read error, payload error, request invalid request or any other.
You can customize the placeholder image passing the `-placeholder ` flag when starting `imaginary`.
In this scenarios, the error message details will be exposed in the `Error` response header field as JSON for further inspection from API clients.
In some edge cases the placeholder image resizing might fail, so a 400 Bad Request will be used as response status and the `Content-Type` will be `application/json` with the proper message info. Note that this scenario won't be common.
### Form data
If you're pushing images to `imaginary` as `multipart/form-data` (you can do it as well as `image/*`), you must define at least one input field called `file` with the raw image data in order to be processed properly by imaginary.
### Params
Complete list of available params. Take a look to each specific endpoint to see which params are supported.
Image measures are always in pixels, unless otherwise indicated.
- **width** `int` - Width of image area to extract/resize
- **height** `int` - Height of image area to extract/resize
- **top** `int` - Top edge of area to extract. Example: `100`
- **left** `int` - Left edge of area to extract. Example: `100`
- **areawidth** `int` - Height area to extract. Example: `300`
- **areaheight** `int` - Width area to extract. Example: `300`
- **quality** `int` - JPEG image quality between 1-100. Defaults to `80`
- **compression** `int` - PNG compression level. Default: `6`
- **rotate** `int` - Image rotation angle. Must be multiple of `90`. Example: `180`
- **factor** `int` - Zoom factor level. Example: `2`
- **margin** `int` - Text area margin for watermark. Example: `50`
- **dpi** `int` - DPI value for watermark. Example: `150`
- **textwidth** `int` - Text area width for watermark. Example: `200`
- **opacity** `float` - Opacity level for watermark text. Default: `0.2`
- **flip** `bool` - Transform the resultant image with flip operation. Default: `false`
- **flop** `bool` - Transform the resultant image with flop operation. Default: `false`
- **force** `bool` - Force image transformation size. Default: `false`
- **nocrop** `bool` - Disable crop transformation enabled by default by some operations. Default: `false`
- **noreplicate** `bool` - Disable text replication in watermark. Defaults to `false`
- **norotation** `bool` - Disable auto rotation based on EXIF orientation. Defaults to `false`
- **noprofile** `bool` - Disable adding ICC profile metadata. Defaults to `false`
- **stripmeta** `bool` - Remove original image metadata, such as EXIF metadata. Defaults to `false`
- **text** `string` - Watermark text content. Example: `copyright (c) 2189`
- **font** `string` - Watermark text font type and format. Example: `sans bold 12`
- **color** `string` - Watermark text RGB decimal base color. Example: `255,200,150`
- **type** `string` - Specify the image format to output. Possible values are: `jpeg`, `png`, `webp` and `auto`. `auto` will use the preferred format requested by the client in the HTTP Accept header. A client can provide multiple comma-separated choices in `Accept` with the best being the one picked.
- **gravity** `string` - Define the crop operation gravity. Supported values are: `north`, `south`, `centre`, `west`, `east` and `smart`. Defaults to `centre`.
- **file** `string` - Use image from server local file path. In order to use this you must pass the `-mount=` flag.
- **url** `string` - Fetch the image from a remote HTTP server. In order to use this you must pass the `-enable-url-source` flag.
- **colorspace** `string` - Use a custom color space for the output image. Allowed values are: `srgb` or `bw` (black&white)
- **field** `string` - Custom image form field name if using `multipart/form`. Defaults to: `file`
- **extend** `string` - Extend represents the image extend mode used when the edges of an image are extended. Allowed values are: `black`, `copy`, `mirror`, `white` and `background`. If `background` value is specified, you can define the desired extend RGB color via `background` param, such as `?extend=background&background=250,20,10`. For more info, see [libvips docs](http://www.vips.ecs.soton.ac.uk/supported/8.4/doc/html/libvips/libvips-conversion.html#VIPS-EXTEND-BACKGROUND:CAPS).
- **background** `string` - Background RGB decimal base color to use when flattening transparent PNGs. Example: `255,200,150`
- **sigma** `float` - Size of the gaussian mask to use when blurring an image. Example: `15.0`
- **minampl** `float` - Minimum amplitude of the gaussian filter to use when blurring an image. Default: Example: `0.5`
- **operations** `json` - Pipeline of image operation transformations defined as URL safe encoded JSON array. See [pipeline](#get--post-pipeline) endpoints for more details.
- **sign** `string` - URL signature (URL-safe Base64-encoded HMAC digest)
#### GET /
Content-Type: `application/json`
Serves as JSON the current `imaginary`, `bimg` and `libvips` versions.
Example response:
```json
{
"imaginary": "0.1.28",
"bimg": "1.0.5",
"libvips": "8.4.1"
}
```
#### GET /health
Content-Type: `application/json`
Provides some useful statistics about the server stats with the following structure:
- **uptime** `number` - Server process uptime in seconds.
- **allocatedMemory** `number` - Currently allocated memory in megabytes.
- **totalAllocatedMemory** `number` - Total allocated memory over the time in megabytes.
- **goroutines** `number` - Number of running goroutines.
- **cpus** `number` - Number of used CPU cores.
Example response:
```json
{
"uptime": 1293,
"allocatedMemory": 5.31,
"totalAllocatedMemory": 34.3,
"goroutines": 19,
"cpus": 8
}
```
#### GET /form
Content Type: `text/html`
Serves an ugly HTML form, just for testing/playground purposes
#### GET | POST /info
Accepts: `image/*, multipart/form-data`. Content-Type: `application/json`
Returns the image metadata as JSON:
```json
{
"width": 550,
"height": 740,
"type": "jpeg",
"space": "srgb",
"hasAlpha": false,
"hasProfile": true,
"channels": 3,
"orientation": 1
}
```
#### GET | POST /crop
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
Crop the image by a given width or height. Image ratio is maintained
##### Allowed params
- width `int`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- force `bool`
- rotate `int`
- embed `bool`
- norotation `bool`
- noprofile `bool`
- flip `bool`
- flop `bool`
- stripmeta `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- gravity `string`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /smartcrop
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
Crop the image by a given width or height using the [libvips](https://github.com/jcupitt/libvips/blob/master/libvips/conversion/smartcrop.c) built-in smart crop algorithm.
##### Allowed params
- width `int`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- force `bool`
- rotate `int`
- embed `bool`
- norotation `bool`
- noprofile `bool`
- flip `bool`
- flop `bool`
- stripmeta `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- gravity `string`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /resize
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
Resize an image by width or height. Image aspect ratio is maintained
##### Allowed params
- width `int` `required`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- rotate `int`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /enlarge
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- width `int` `required`
- height `int` `required`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- rotate `int`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /extract
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- top `int` `required`
- left `int`
- areawidth `int` `required`
- areaheight `int`
- width `int`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- rotate `int`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /zoom
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- factor `number` `required`
- width `int`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- rotate `int`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /thumbnail
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- width `int`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- rotate `int`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /fit
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
Resize an image to fit within width and height, without cropping. Image aspect ratio is maintained
The width and height specify a maximum bounding box for the image.
##### Allowed params
- width `int` `required`
- height `int` `required`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- rotate `int`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /rotate
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- rotate `int` `required`
- width `int`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /flip
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- width `int`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /flop
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- width `int`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /convert
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- type `string` `required`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- rotate `int`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /pipeline
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
This endpoint allow the user to declare a pipeline of multiple independent image transformation operations all in a single HTTP request.
**Note**: a maximum of 10 independent operations are current allowed within the same HTTP request.
Internally, it operates pretty much as a sequential reducer pattern chain, where given an input image and a set of operations, for each independent image operation iteration, the output result image will be passed to the next one, as the accumulated result, until finishing all the operations.
In imperative programming, this would be pretty much analog to the following code:
```js
var image
for operation in operations {
image = operation.Run(image, operation.Options)
}
```
##### Allowed params
- operations `json` `required` - URL safe encoded JSON with a list of operations. See below for interface details.
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
##### Operations JSON specification
Self-documented JSON operation schema:
```js
[
{
"operation": string, // Operation name identifier. Required.
"ignore_failure": boolean, // Ignore error in case of failure and continue with the next operation. Optional.
"params": map[string]mixed, // Object defining operation specific image transformation params, same as supported URL query params per each endpoint.
}
]
```
###### Supported operations names
- **crop** - Same as [`/crop`](#get--post-crop) endpoint.
- **smartcrop** - Same as [`/smartcrop`](#get--post-smartcrop) endpoint.
- **resize** - Same as [`/resize`](#get--post-resize) endpoint.
- **enlarge** - Same as [`/enlarge`](#get--post-enlarge) endpoint.
- **extract** - Same as [`/extract`](#get--post-extract) endpoint.
- **rotate** - Same as [`/rotate`](#get--post-rotate) endpoint.
- **flip** - Same as [`/flip`](#get--post-flip) endpoint.
- **flop** - Same as [`/flop`](#get--post-flop) endpoint.
- **thumbnail** - Same as [`/thumbnail`](#get--post-thumbnail) endpoint.
- **zoom** - Same as [`/zoom`](#get--post-zoom) endpoint.
- **convert** - Same as [`/convert`](#get--post-convert) endpoint.
- **watermark** - Same as [`/watermark`](#get--post-watermark) endpoint.
- **blur** - Same as [`/blur`](#get--post-blur) endpoint.
###### Example
```json
[
{
"operation": "crop",
"params": {
"width": 500,
"height": 300
}
},
{
"operation": "watermark",
"params": {
"text": "I need some covfete",
"font": "Verdana",
"textwidth": 100,
"opacity": 0.8
}
},
{
"operation": "rotate",
"params": {
"rotate": 180
}
},
{
"operation": "convert",
"params": {
"type": "webp"
}
}
]
```
#### GET | POST /watermark
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- text `string` `required`
- margin `int`
- dpi `int`
- textwidth `int`
- opacity `float`
- noreplicate `bool`
- font `string`
- color `string`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- rotate `int`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- sigma `float`
- minampl `float`
- field `string` - Only POST and `multipart/form` payloads
#### GET | POST /blur
Accepts: `image/*, multipart/form-data`. Content-Type: `image/*`
##### Allowed params
- sigma `float` `required`
- minampl `float`
- width `int`
- height `int`
- quality `int` (JPEG-only)
- compression `int` (PNG-only)
- type `string`
- file `string` - Only GET method and if the `-mount` flag is present
- url `string` - Only GET method and if the `-enable-url-source` flag is present
- embed `bool`
- force `bool`
- norotation `bool`
- noprofile `bool`
- stripmeta `bool`
- flip `bool`
- flop `bool`
- extend `string`
- background `string` - Example: `?background=250,20,10`
- colorspace `string`
- field `string` - Only POST and `multipart/form` payloads
## Support
### Backers
Support us with a monthly donation and help us continue our activities. [[Become a backer](https://opencollective.com/imaginary#backer)]
### Support this project
[](#backers)
### Sponsors
Become a sponsor and get your logo on our README on Github with a link to your site. [[Become a sponsor](https://opencollective.com/imaginary#sponsor)]
## Authors
- [Tomás Aparicio](https://github.com/h2non) - Original author and maintainer.
- [Kirill Danshin](https://github.com/kirillDanshin) - Co-maintainer since April 2017.
## License
MIT - Tomas Aparicio
[](https://sourcegraph.com/github.com/h2non/imaginary)