Making http request to Vision API product search to create / delete products

Question

I am new to Vision API product search. I have a requirement wherein I have to read create-productIds.csv and delete-productIds.csv each of which contains a list of reference images and make http request to Vision API product search to create / delete products. As I understand there are various ways (python / Google Cloud Vision Operators) to do the same. I am sorry I have no code to showcase as I am completely new to Vision API.

create-productIds.csv contains references images as below:

gs://productimages/p_1001202389.jpg,p_1001202389,product_set_1,1001202389,general-v1,Flush Mount Assembled Oak Dark Stain Right Hand In-Swing Interior Door,,
gs://productimages/p_1001202396.jpg,p_1001202396,product_set_1,1001202396,general-v1,Flush Mount Assembled Hickory Unfinished Left Hand Out-Swing Interior Bookcase Door,,
gs://productimages/p_1001202398.jpg,p_1001202398,product_set_1,1001202398,general-v1,Flush Mount Assembled Hickory Unfinished Right Hand Out-Swing Interior Bookcase Door,,
gs://productimages/p_1001202392.jpg,p_1001202392,product_set_1,1001202392,general-v1,Flush Mount Assembled Oak Cherry Stain Left Hand Out-Swing Interior Bookcase Door,,

there many be 100's or even 1000's of reference images

I read the documentation and it states that:

Requests are POST requests to https://vision.googleapis.com/v1/images:annotate

Request format is:

{
  "requests":[
    {
      "image":{
        "content":"/9j/7QBEUGhvdG9...image contents...eYxxxzj/Coa6Bax//Z"
      },
      "features":[
        {
          "type":"LABEL_DETECTION",
          "maxResults":1
        }
      ]
    }
  ]
}

I also read https://cloud.google.com/vision/product-search/docs/create-product-set-search-products

here it states that dataset can be given as

{
  "inputConfig": {
    "gcsSource": {
      "csvFileUri": "gs://cloud-samples-data/vision/product_search/product_catalog.csv"
    }
  }
}

then a request is sent through curl command

curl -X POST \
    -H "Authorization: Bearer "$(gcloud auth print-access-token) \
    -H "Content-Type: application/json; charset=utf-8" \
    -d @import_request.json \
https://vision.googleapis.com/v1/projects/$PROJECT_ID/locations/$LOCATION_ID/productSets:import

so either I use python / Google Cloud Vision Operators preference is Google Cloud Vision Operators

could I use CloudVisionCreateProductOperator as below:

product_create = CloudVisionCreateProductOperator(
    location=LOCATION,
    product=product,
    retry=Retry(maximum=10.0),
    timeout=5,
    task_id="product_create",
)

product = Product(display_name="My Product 1", product_category="toys")

But this would be for one product. I have multiple products and where is http requests endpoint is being given and other details from the reference image.

Making http request to Vision API product search to create / delete products

0 Answers0