Getting started with Textract

This is what worked for me on OSX & Linux:

  • Install the AWS command line tools and the AWS SDK for Python (Boto3). As I already use conda, I found it easiest to use that. Just activate your environment of choice and then add the AWS tools to it with:

    conda install -c conda-forge awscli
    conda install -c conda-forge boto3
  • Create an AWS account.

  • Configure your AWS account: (Set a default region, because Textract will only work in one region. I used ‘eu-west-1’).

aws configure
aws s3 cp s3://amazon-textract-preview2/service-2.json
aws configure add-model --service-model file://./service-2.json --service-name textract

That should be enough to get it working. Test it from the command line by running Textract on a file in S3 (I used this one).

aws textract analyze-document --document '{"S3Object":{"Bucket":"textract.samples","Name":"Margate_1891_02.png"}}' --feature-types '["TABLES","FORMS"]'

If it works, this will return a load of JSON output. If it produces an error message, something has gone wrong.

The pre-release version of Textract has deliberately limited capacity; it will allow only a small number of simultanious requests across all its users. The practical effect of this is that my calls to the service often failed, throwing a ProvisionedThroughputExceededException. This is a nuisance, but you can just keep running it again until it works. I am assured that the production (paid) version of the service will not have this limitation.

I was most confused by the limitations imposed by the different AWS regions: For the pre-release version, if you run aws textract in the wrong region, it won’t work. If you run textract in one region, but specify a S3 document in a different region, it won’t work. While it took me a long time to work out what was going wrong with my calls to the service, this is a problem with my understanding of AWS rather than a limitation of Textract. Also, the production (paid) version of the service will be available (eventually) across all the regions.