imagor is a fast, secure image processing server and Go library.
imagor uses one of the most efficient image processing library libvips. It is typically 4-8x faster than using the quickest ImageMagick and GraphicsMagick settings. imagor implements libvips streaming that facilitates parallel processing pipelines, achieving high network throughput.
imagor features a ton of image processing use cases, available as a HTTP server with first-class Docker support. It adopts the thumbor URL syntax representing a high-performance drop-in replacement.
imagor is a Go library built with speed, security and extensibility in mind. Alongside there is imagorvideo bringing video thumbnail capability through ffmpeg C bindings.
docker run -p 8000:8000 shumc/imagor -imagor-unsafe -imagor-auto-webpOriginal images:
https://raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.png https://raw.githubusercontent.com/cshum/imagor/master/testdata/dancing-banana.gif https://raw.githubusercontent.com/cshum/imagor/master/testdata/gopher-front.png Try out the following image URLs:
http://localhost:8000/unsafe/fit-in/200x200/filters:fill(white)/https://raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.png http://localhost:8000/unsafe/200x200/smart/filters:fill(white):format(jpeg):quality(80)/https://raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.png http://localhost:8000/unsafe/fit-in/-180x180/10x10/filters:hue(290):saturation(100):fill(yellow)/raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.png http://localhost:8000/unsafe/30x40:100x150/filters:fill(cyan)/raw.githubusercontent.com/cshum/imagor/master/testdata/dancing-banana.gif http://localhost:8000/unsafe/fit-in/200x150/filters:fill(yellow):watermark(raw.githubusercontent.com/cshum/imagor/master/testdata/gopher-front.png,repeat,bottom,0,40,40)/raw.githubusercontent.com/cshum/imagor/master/testdata/dancing-banana.gif imagor endpoint is a series of URL parts which defines the image operations, followed by the image URI:
/HASH|unsafe/trim/AxB:CxD/fit-in/stretch/-Ex-F/GxH:IxJ/HALIGN/VALIGN/smart/filters:NAME(ARGS):NAME(ARGS):.../IMAGE HASHis the URL signature hash, orunsafeif unsafe mode is usedtrimremoves surrounding space in images using top-left pixel colorAxB:CxDmeans manually crop the image at left-top pointAxBand right-bottom pointCxD. Coordinates can also be provided as float values between 0 and 1 (percentage of image dimensions)fit-inmeans that the generated image should not be auto-cropped and otherwise just fit in an imaginary box specified byExFstretchmeans resize the image toExFwithout keeping its aspect ratios-Ex-Fmeans resize the image to beExFof width per height size. The minus signs mean flip horizontally and verticallyGxH:IxJadd left-top paddingGxHand right-bottom paddingIxJHALIGNis horizontal alignment of crop. Acceptsleft,rightorcenter, defaults tocenterVALIGNis vertical alignment of crop. Acceptstop,bottomormiddle, defaults tomiddlesmartmeans using smart detection of focal pointsfiltersa pipeline of image filter operations to be applied, see filters sectionIMAGEis the image path or URI- For image URI that contains
?character, this will interfere the URL query and should be encoded withencodeURIComponentor equivalent
- For image URI that contains
Filters /filters:NAME(ARGS):NAME(ARGS):.../ is a pipeline of image operations that will be sequentially applied to the image. Examples:
/filters:fill(white):format(jpeg)/ /filters:hue(290):saturation(100):fill(yellow):format(jpeg):quality(80)/ /filters:fill(white):watermark(raw.githubusercontent.com/cshum/imagor/master/testdata/gopher-front.png,repeat,bottom,10):format(jpeg)/ imagor supports the following filters:
background_color(color)sets the background color of a transparent imagecolorthe color name or hexadecimal rgb expression without the “#” character
blur(sigma)applies gaussian blur to the imagebrightness(amount)increases or decreases the image brightnessamount-100 to 100, the amount in % to increase or decrease the image brightness
contrast(amount)increases or decreases the image contrastamount-100 to 100, the amount in % to increase or decrease the image contrast
fill(color)fill the missing area or transparent image with the specified color:color- color name or hexadecimal rgb expression without the “#” character- If color is "blur" - missing parts are filled with blurred original image.
- If color is "auto" - the top left image pixel will be chosen as the filling color
focal(AxB:CxD)orfocal(X,Y)adds a focal region or focal point for custom transformations:- Coordinated by a region of left-top point
AxBand right-bottom pointCxD, or a pointX,Y. - Also accepts float values between 0 and 1 that represents percentage of image dimensions.
- Coordinated by a region of left-top point
format(format)specifies the output format of the imageformataccepts jpeg, png, gif, webp, tiff, avif, jp2
grayscale()changes the image to grayscalehue(angle)increases or decreases the image hueanglethe angle in degree to increase or decrease the hue rotation
label(text, x, y, size, color[, alpha[, font]])adds a text label to the image. It can be positioned inside the image with the alignment specified, color and transparency support:texttext label, also support url encoded text.xhorizontal position that the text label will be in:- Positive number indicate position from the left, negative number from the right.
- Number followed by a
pe.g. 20p means calculating the value from the image width as percentage left,right,centeralign left, right or centered respectively
yvertical position that the text label will be in:- Positive number indicate position from the top, negative number from the bottom.
- Number followed by a
pe.g. 20p means calculating the value from the image height as percentage top,bottom,centervertical align top, bottom or centered respectively
size- text label font sizecolor- color name or hexadecimal rgb expression without the “#” characteralpha- text label transparency, a number between 0 (fully opaque) and 100 (fully transparent).font- text label font type
max_bytes(amount)automatically degrades the quality of the image until the image is under the specifiedamountof bytesmax_frames(n)limit maximum number of animation framesnto be loadedorient(angle)rotates the image before resizing and cropping, according to the angle valueangleaccepts 0, 90, 180, 270
proportion(percentage)scales image to the proportion percentage of the image dimensionquality(amount)changes the overall quality of the image, does nothing for pngamount0 to 100, the quality level in %
rgb(r,g,b)amount of color in each of the rgb channels in %. Can range from -100 to 100rotate(angle)rotates the given image according to the angle valueangleaccepts 0, 90, 180, 270
round_corner(rx [, ry [, color]])adds rounded corners to the image with the specified color as backgroundrx,ryamount of pixel to use as radius. ry = rx if ry is not providedcolorthe color name or hexadecimal rgb expression without the “#” character
saturation(amount)increases or decreases the image saturationamount-100 to 100, the amount in % to increase or decrease the image saturation
sharpen(sigma)sharpens the imagestrip_exif()removes Exif metadata from the resulting imagestrip_icc()removes ICC profile information from the resulting imageupscale()upscale the image iffit-inis usedwatermark(image, x, y, alpha [, w_ratio [, h_ratio]])adds a watermark to the image. It can be positioned inside the image with the alpha channel specified and optionally resized based on the image size by specifying the ratioimagewatermark image URI, using the same image loader configured for imagorxhorizontal position that the watermark will be in:- Positive number indicate position from the left, negative number from the right.
- Number followed by a
pe.g. 20p means calculating the value from the image width as percentage left,right,centerpositioned left, right or centered respectivelyrepeatthe watermark will be repeated horizontally
yvertical position that the watermark will be in:- Positive number indicate position from the top, negative number from the bottom.
- Number followed by a
pe.g. 20p means calculating the value from the image height as percentage top,bottom,centerpositioned top, bottom or centered respectivelyrepeatthe watermark will be repeated vertically
alphawatermark image transparency, a number between 0 (fully opaque) and 100 (fully transparent).w_ratiopercentage of the width of the image the watermark should fit-inh_ratiopercentage of the height of the image the watermark should fit-in
These filters do not manipulate images but provide useful utilities to the imagor pipeline:
attachment(filename)returns attachment in theContent-Dispositionheader, and the browser will open a "Save as" dialog withfilename. Whenfilenamenot specified, imagor will get the filename from the image sourceexpire(timestamp)adds expiration time to the content.timestampis the unix milliseconds timestamp, e.g. if content is valid for 30s then timestamp would beDate.now() + 30*1000in JavaScript.preview()skips the result storage even if result storage is enabled. Useful for conditional caching
imagor Loader, Storage and Result Storage are the building blocks for loading and saving images from various sources:
Loaderloads image. EnableLoaderwhere you wish to load images from, but without modifying it e.g. static directory.Storageloads and saves image. This allows subsequent requests for the same image loads directly from the storage, instead of HTTP source.Result Storageloads and saves the processed image. This allows subsequent request of the same parameters loads from the result storage, saving processing resources.
imagor provides built-in adaptors that support HTTP(s), Proxy, File System, AWS S3 and Google Cloud Storage. By default, HTTP Loader is used as fallback. You can choose to enable additional adaptors that fit your use cases.
Docker Compose example with file system, using mounted volume:
version: "3"services: imagor: image: shumc/imagor:latestvolumes: - ./:/mnt/dataenvironment: PORT: 8000IMAGOR_UNSAFE: 1# unsafe URL for testingFILE_LOADER_BASE_DIR: /mnt/data # enable file loader by specifying base dirFILE_STORAGE_BASE_DIR: /mnt/data # enable file storage by specifying base dirFILE_STORAGE_MKDIR_PERMISSION: 0755# optionalFILE_STORAGE_WRITE_PERMISSION: 0666# optionalFILE_RESULT_STORAGE_BASE_DIR: /mnt/data/result # enable file result storage by specifying base dirFILE_RESULT_STORAGE_MKDIR_PERMISSION: 0755# optionalFILE_RESULT_STORAGE_WRITE_PERMISSION: 0666# optionalports: - "8000:8000"Docker Compose example with AWS S3. Also works with S3 compatible such as MinIO, DigitalOcean Space.
version: "3"services: imagor: image: shumc/imagor:latestenvironment: PORT: 8000IMAGOR_SECRET: mysecret # secret key for URL signatureAWS_ACCESS_KEY_ID: ...AWS_SECRET_ACCESS_KEY: ...AWS_REGION: ...S3_LOADER_BUCKET: mybucket # enable S3 loader by specifying bucketS3_LOADER_BASE_DIR: images # optionalS3_STORAGE_BUCKET: mybucket # enable S3 storage by specifying bucketS3_STORAGE_BASE_DIR: images # optionalS3_STORAGE_ACL: public-read # optional - see https://docs.aws.amazon.com/AmazonS3/latest/userguide/acl-overview.html#canned-aclS3_RESULT_STORAGE_BUCKET: mybucket # enable S3 result storage by specifying bucketS3_RESULT_STORAGE_BASE_DIR: images/result # optionalS3_RESULT_STORAGE_ACL: public-read # optionalports: - "8000:8000"Configure custom S3 endpoint for S3 compatible such as MinIO, DigitalOcean Space:
S3_ENDPOINT: http://minio:9000S3_FORCE_PATH_STYLE: 1By default, S3 prepends bucket name as subdomain to the request URL:
http://mybucket.minio:9000/image.jpg this may not be desirable for a self-hosted endpoint. You can also switch to path-style requests using S3_FORCE_PATH_STYLE=1 such that the host remains unchanged:
http://minio:9000/mybucket/image.jpg Set the following environment variables to override the global AWS Credentials for S3 Loader, Storage and Result Storage:
AWS_LOADER_REGION AWS_LOADER_ACCESS_KEY_ID AWS_LOADER_SECRET_ACCESS_KEY S3_LOADER_ENDPOINT AWS_STORAGE_REGION AWS_STORAGE_ACCESS_KEY_ID AWS_STORAGE_SECRET_ACCESS_KEY S3_STORAGE_ENDPOINT AWS_RESULT_STORAGE_REGION AWS_RESULT_STORAGE_ACCESS_KEY_ID AWS_RESULT_STORAGE_SECRET_ACCESS_KEY S3_RESULT_STORAGE_ENDPOINTDocker Compose example with Google Cloud Storage:
version: "3"services: imagor: image: shumc/imagor:latestvolumes: - ./googlesecret:/etc/secrets/googleenvironment: PORT: 8000IMAGOR_SECRET: mysecret # secret key for URL signatureGOOGLE_APPLICATION_CREDENTIALS: /etc/secrets/google/appcredentials.json # google cloud secrets fileGCLOUD_LOADER_BUCKET: mybucket # enable loader by specifying bucketGCLOUD_LOADER_BASE_DIR: images # optionalGCLOUD_STORAGE_BUCKET: mybucket # enable storage by specifying bucketGCLOUD_STORAGE_BASE_DIR: images # optionalGCLOUD_STORAGE_ACL: publicRead # optional - see https://cloud.google.com/storage/docs/json_api/v1/objects/insertGCLOUD_RESULT_STORAGE_BUCKET: mybucket # enable result storage by specifying bucketGCLOUD_RESULT_STORAGE_BASE_DIR: images/result # optionalGCLOUD_RESULT_STORAGE_ACL: publicRead # optionalports: - "8000:8000"Storage and Result Storage path style enables additional hashing rules to the storage path when loading and saving images:
IMAGOR_STORAGE_PATH_STYLE=digest
foobar.jpgbecomese6/86/1a810ff186b4f747ef85f7c53946f0e6d8cb
IMAGOR_RESULT_STORAGE_PATH_STYLE=digest
fit-in/16x17/foobar.jpgbecomes61/4c/9ba1725e8cdd8263a4ad437c56b35f33deba
IMAGOR_RESULT_STORAGE_PATH_STYLE=suffix
166x169/top/foobar.jpgbecomesfoobar.45d8ebb31bd4ed80c26e.jpg17x19/smart/example.com/foobarbecomesexample.com/foobar.ddd349e092cda6d9c729
In production environment, it is highly recommended turning off IMAGOR_UNSAFE and setting up URL signature using IMAGOR_SECRET, to prevent DDoS attacks that abuse multiple image operations.
The URL signature hash is based on SHA digest, created by taking the URL path (excluding /unsafe/) with secret. The hash is then Base64 URL encoded. An example in Node.js:
constcrypto=require('crypto');functionsign(path,secret){consthash=crypto.createHmac('sha1',secret).update(path).digest('base64').replace(/\+/g,'-').replace(/\//g,'_')returnhash+'/'+path}console.log(sign('500x500/top/raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.png','mysecret'))// cST4Ko5_FqwT3BDn-Wf4gO3RFSk=/500x500/top/raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.pngimagor uses SHA1 HMAC signer by default, the same one used by thumbor. However, SHA1 is not considered cryptographically secure. If that is a concern it is possible to configure different signing method and truncate length. imagor supports sha1, sha256, sha512 signer type:
IMAGOR_SIGNER_TYPE=sha256IMAGOR_SIGNER_TRUNCATE=40The Node.js example then becomes:
constcrypto=require('crypto');functionsign(path,secret){consthash=crypto.createHmac('sha256',secret).update(path).digest('base64').slice(0,40).replace(/\+/g,'-').replace(/\//g,'_')returnhash+'/'+path}console.log(sign('500x500/top/raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.png','mysecret'))// IGEn3TxngivD0jy4uuiZim2bdUCvhcnVi1Nm0xGy/500x500/top/raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.pngimagor checks the image type and its resolution before the actual processing happens. The processing will be rejected if the image dimensions are too big, which protects from so-called "image bombs". You can set the max allowed image resolution and dimensions using VIPS_MAX_RESOLUTION, VIPS_MAX_WIDTH, VIPS_MAX_HEIGHT:
VIPS_MAX_RESOLUTION=16800000VIPS_MAX_WIDTH=5000VIPS_MAX_HEIGHT=5000Whitelist specific hosts to restrict loading images only from the allowed sources using HTTP_LOADER_ALLOWED_SOURCES. Accept csv wth glob pattern e.g.:
HTTP_LOADER_ALLOWED_SOURCES=*.foobar.com,my.foobar.com,mybucket.s3.amazonaws.comBy default, when image processing failed, imagor returns error status code with the original source as response body. This is with assumption that the image source is trusted, so that the original image can be served as fallback in case of failure.
However, if the source image involves user generated content, it is advised to disable the original source fallback using IMAGOR_DISABLE_ERROR_BODY, to prevent untrusted content being loaded:
IMAGOR_DISABLE_ERROR_BODY=1imagor provides metadata endpoint that extracts information such as image format, resolution and Exif metadata. Under the hood, it tries to retrieve data just enough to extract the header, without reading and processing the whole image in memory.
To use the metadata endpoint, add /meta right after the URL signature hash before the image operations. Example:
http://localhost:8000/unsafe/meta/fit-in/50x50/raw.githubusercontent.com/cshum/imagor/master/testdata/Canon_40D.jpg Prepending /params to the existing endpoint returns the endpoint attributes in JSON form, useful for previewing the endpoint parameters. Example:
curl 'http://localhost:8000/params/g5bMqZvxaQK65qFPaP1qlJOTuLM=/fit-in/500x400/0x20/filters:fill(white)/raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.png'imagor is a Go library built with speed, security and extensibility in mind. It facilitates high-level image processing in a modular architecture made up of a series of Go packages:
- imagor - the imagor core library
- imagorpath - parse and generate imagor endpoint
- vips - libvips C bindings with
imagor.Processorimplementation - httploader - HTTP Loader, an
imagor.Loaderimplementation - filestorage - File Storage, an
imagor.Storageimplementation - s3storage - AWS S3 Storage, an
imagor.Storageimplementation - gcloudstorage - Google Cloud Storage, an
imagor.Storageimplementation
Install libvips and enable CGO:
brew install vipsfor MacCGO_CFLAGS_ALLOW=-Xpreprocessorbeing set to compile Go
See example below and also examples folder for various ways you can use imagor:
package main import ( "context""github.com/cshum/imagor""github.com/cshum/imagor/imagorpath""github.com/cshum/imagor/loader/httploader""github.com/cshum/imagor/vips""io""os" ) funcmain(){app:=imagor.New( imagor.WithLoaders(httploader.New()), imagor.WithProcessors(vips.NewProcessor()), ) ctx:=context.Background() iferr:=app.Startup(ctx); err!=nil{panic(err) } deferapp.Shutdown(ctx) blob, err:=app.Serve(ctx, imagorpath.Params{Image: "https://raw.githubusercontent.com/cshum/imagor/master/testdata/gopher.png", Width: 500, Height: 500, Smart: true, Filters: []imagorpath.Filter{{"fill", "white"},{"format", "jpg"}, }, }) iferr!=nil{panic(err) } reader, _, err:=blob.NewReader() iferr!=nil{panic(err) } deferreader.Close() file, err:=os.Create("gopher.jpg") iferr!=nil{panic(err) } deferfile.Close() if_, err:=io.Copy(file, reader); err!=nil{panic(err) } }imagor supports command-line arguments and environment variables for the arguments equivalent in capitalized snake case, see available options imagor -h. For instances -imagor-secret would become IMAGOR_SECRET:
# both are equivalent imagor -debug -imagor-secret 1234 DEBUG=1 IMAGOR_SECRET=1234 imagorConfiguration can also be specified in a .env environment variable file and referenced with the -config flag:
imagor -config path/to/config.envconfig.env:
PORT=8000IMAGOR_SECRET=mysecretDEBUG=1imagor -h Usage of imagor: -debug Debug mode -port int Server port (default 8000) -version imagor version -config string Retrieve configuration from the given file (default ".env") -imagor-secret string Secret key for signing imagor URL -imagor-unsafe Unsafe imagor that does not require URL signature. Prone to URL tampering -imagor-auto-webp Output WebP format automatically if browser supports -imagor-auto-avif Output AVIF format automatically if browser supports (experimental) -imagor-base-params string imagor endpoint base params that applies to all resulting images e.g. filters:watermark(example.jpg) -imagor-signer-type string imagor URL signature hasher type: sha1, sha256, sha512 (default "sha1") -imagor-signer-truncate int imagor URL signature truncate at length -imagor-result-storage-path-style string imagor result storage path style: original, digest, suffix (default "original") -imagor-storage-path-style string imagor storage path style: original, digest (default "original") -imagor-cache-header-ttl duration imagor HTTP cache header ttl for successful image response (default 168h0m0s) -imagor-cache-header-swr duration imagor HTTP Cache-Control header stale-while-revalidate for successful image response (default 24h0m0s) -imagor-cache-header-no-cache imagor HTTP Cache-Control header no-cache for successful image response -imagor-request-timeout duration Timeout for performing imagor request (default 30s) -imagor-load-timeout duration Timeout for imagor Loader request, should be smaller than imagor-request-timeout -imagor-save-timeout duration Timeout for saving image to imagor Storage -imagor-process-timeout duration Timeout for image processing -imagor-process-concurrency int Maximum number of image process to be executed simultaneously. Requests that exceed this limit are put in the queue. Set -1 for no limit (default -1) -imagor-process-queue-size int Maximum number of image process that can be put in the queue. Requests that exceed this limit are rejected with HTTP status 429. Set -1 for no limit (default -1) -imagor-base-path-redirect string URL to redirect for imagor / base path e.g. https://www.google.com -imagor-modified-time-check Check modified time of result image against the source image. This eliminates stale result but require more lookups -imagor-disable-params-endpoint imagor disable /params endpoint -imagor-disable-error-body imagor disable response body on error -server-address string Server address -server-cors Enable CORS -server-strip-query-string Enable strip query string redirection -server-path-prefix string Server path prefix -server-access-log Enable server access log -http-loader-allowed-sources string HTTP Loader allowed hosts whitelist to load images from if set. Accept csv wth glob pattern e.g. *.google.com,*.github.com. -http-loader-forward-headers string Forward request header to HTTP Loader request by csv e.g. User-Agent,Accept -http-loader-forward-client-headers Forward browser client request headers to HTTP Loader request -http-loader-insecure-skip-verify-transport HTTP Loader to use HTTP transport with InsecureSkipVerify true -http-loader-max-allowed-size int HTTP Loader maximum allowed size in bytes for loading images if set -http-loader-proxy-urls string HTTP Loader Proxy URLs. Enable HTTP Loader proxy only if this value present. Accept csv of proxy urls e.g. http://user:pass@host:port,http://user:pass@host:port -http-loader-proxy-allowed-sources string HTTP Loader Proxy allowed hosts that enable proxy transport, if proxy URLs are set. Accept csv wth glob pattern e.g. *.google.com,*.github.com. -http-loader-default-scheme string HTTP Loader default scheme if not specified by image path. Set "nil" to disable default scheme. (default "https") -http-loader-accept string HTTP Loader set request Accept header and validate response Content-Type header (default "*/*") -http-loader-block-link-local-networks HTTP Loader rejects connections to link local network IP addresses. -http-loader-block-loopback-networks HTTP Loader rejects connections to loopback network IP addresses. -http-loader-block-private-networks HTTP Loader rejects connections to private network IP addresses. -http-loader-block-networks string HTTP Loader rejects connections to link local network IP addresses. This options takes a comma separated list of networks in CIDR notation e.g ::1/128,127.0.0.0/8. -http-loader-disable Disable HTTP Loader -file-safe-chars string File safe characters to be excluded from image key escape -file-loader-base-dir string Base directory for File Loader. Enable File Loader only if this value present -file-loader-path-prefix string Base path prefix for File Loader -file-result-storage-base-dir string Base directory for File Result Storage. Enable File Result Storage only if this value present -file-result-storage-mkdir-permission string File Result Storage mkdir permission (default "0755") -file-result-storage-path-prefix string Base path prefix for File Result Storage -file-result-storage-write-permission string File Storage write permission (default "0666") -file-result-storage-expiration duration File Result Storage expiration duration e.g. 24h. Default no expiration -file-storage-base-dir string Base directory for File Storage. Enable File Storage only if this value present -file-storage-path-prefix string Base path prefix for File Storage -file-storage-mkdir-permission string File Storage mkdir permission (default "0755") -file-storage-write-permission string File Storage write permission (default "0666") -file-storage-expiration duration File Storage expiration duration e.g. 24h. Default no expiration -aws-access-key-id string AWS Access Key ID. Required if using S3 Loader or S3 Storage -aws-region string AWS Region. Required if using S3 Loader or S3 Storage -aws-secret-access-key string AWS Secret Access Key. Required if using S3 Loader or S3 Storage -s3-endpoint string Optional S3 Endpoint to override default -s3-safe-chars string S3 safe characters to be excluded from image key escape -s3-force-path-style S3 force the request to use path-style addressing s3.amazonaws.com/bucket/key, instead of bucket.s3.amazonaws.com/key -s3-loader-bucket string S3 Bucket for S3 Loader. Enable S3 Loader only if this value present -s3-loader-base-dir string Base directory for S3 Loader -s3-loader-path-prefix string Base path prefix for S3 Loader -s3-result-storage-bucket string S3 Bucket for S3 Result Storage. Enable S3 Result Storage only if this value present -s3-result-storage-base-dir string Base directory for S3 Result Storage -s3-result-storage-path-prefix string Base path prefix for S3 Result Storage -s3-result-storage-acl string Upload ACL for S3 Result Storage (default "public-read") -s3-result-storage-expiration duration S3 Result Storage expiration duration e.g. 24h. Default no expiration -s3-storage-bucket string S3 Bucket for S3 Storage. Enable S3 Storage only if this value present -s3-storage-base-dir string Base directory for S3 Storage -s3-storage-path-prefix string Base path prefix for S3 Storage -s3-storage-acl string Upload ACL for S3 Storage (default "public-read") -s3-storage-expiration duration S3 Storage expiration duration e.g. 24h. Default no expiration -aws-loader-access-key-id string AWS Access Key ID for S3 Loader to override global config -aws-loader-region string AWS Region for S3 Loader to override global config -aws-loader-secret-access-key string AWS Secret Access Key for S3 Loader to override global config -s3-loader-endpoint string Optional S3 Loader Endpoint to override default -aws-storage-access-key-id string AWS Access Key ID for S3 Storage to override global config -aws-storage-region string AWS Region for S3 Storage to override global config -aws-storage-secret-access-key string AWS Secret Access Key for S3 Storage to override global config -s3-storage-endpoint string Optional S3 Storage Endpoint to override default -aws-result-storage-access-key-id string AWS Access Key ID for S3 Result Storage to override global config -aws-result-storage-region string AWS Region for S3 Result Storage to override global config -aws-result-storage-secret-access-key string AWS Secret Access Key for S3 Result Storage to override global config -s3-result-storage-endpoint string Optional S3 Storage Endpoint to override default -gcloud-safe-chars string Google Cloud safe characters to be excluded from image key escape -gcloud-loader-base-dir string Base directory for Google Cloud Loader -gcloud-loader-bucket string Bucket name for Google Cloud Storage Loader. Enable Google Cloud Loader only if this value present -gcloud-loader-path-prefix string Base path prefix for Google Cloud Loader -gcloud-result-storage-acl string Upload ACL for Google Cloud Result Storage -gcloud-result-storage-base-dir string Base directory for Google Cloud Result Storage -gcloud-result-storage-bucket string Bucket name for Google Cloud Result Storage. Enable Google Cloud Result Storage only if this value present -gcloud-result-storage-expiration duration Google Cloud Result Storage expiration duration e.g. 24h. Default no expiration -gcloud-result-storage-path-prefix string Base path prefix for Google Cloud Result Storage -gcloud-storage-acl string Upload ACL for Google Cloud Storage -gcloud-storage-base-dir string Base directory for Google Cloud -gcloud-storage-bucket string Bucket name for Google Cloud Storage. Enable Google Cloud Storage only if this value present -gcloud-storage-expiration duration Google Cloud Storage expiration duration e.g. 24h. Default no expiration -gcloud-storage-path-prefix string Base path prefix for Google Cloud Storage -vips-max-animation-frames int VIPS maximum number of animation frames to be loaded. Set 1 to disable animation, -1 for unlimited -vips-disable-blur VIPS disable blur operations for vips processor -vips-disable-filters string VIPS disable filters by csv e.g. blur,watermark,rgb -vips-max-filter-ops int VIPS maximum number of filter operations allowed. Set -1 for unlimited (default -1) -vips-max-width int VIPS max image width -vips-max-height int VIPS max image height -vips-max-resolution int VIPS max image resolution -vips-concurrency int VIPS concurrency. Set -1 to be the number of CPU cores (default 1) -vips-max-cache-files int VIPS max cache files -vips-max-cache-mem int VIPS max cache mem -vips-max-cache-size int VIPS max cache size -vips-mozjpeg VIPS enable maximum compression with MozJPEG. Requires mozjpeg to be installed 







{"format": "jpeg", "content_type": "image/jpeg", "width": 50, "height": 34, "orientation": 1, "pages": 1, "bands": 3, "exif":{"ApertureValue": "368640/65536", "ColorSpace": 1, "ComponentsConfiguration": "Y Cb Cr -", "Compression": 6, "DateTime": "2008:07:31 10:38:11", "ISOSpeedRatings": 100, "Make": "Canon", "MeteringMode": 5, "Model": "Canon EOS 40D", //... } }