formrecognizer.py

########### Python Form Recognizer Train #############
from requests import post as http_post

# Endpoint URL
base_url = r"<Endpoint>" + "/formrecognizer/v1.0-preview/custom"
source = r"<SAS URL>"
headers = {
    # Request headers
    'Content-Type': 'application/json',
    'Ocp-Apim-Subscription-Key': '<Subscription Key>',
}
url = base_url + "/train" 
body = {"source": source}
try:
    resp = http_post(url = url, json = body, headers = headers)
    print("Response status code: %d" % resp.status_code)
    print("Response body: %s" % resp.json())
except Exception as e:
    print(str(e))
    

########### Python Form Recognizer Analyze #############
from requests import post as http_post

# Endpoint URL
base_url = r"<Endpoint>" + "/formrecognizer/v1.0-preview/custom"
file_path = r"<File Path>"
model_id = "<modelID>"
headers = {
    # Request headers
    'Content-Type': 'application/<file type>',
    'Ocp-Apim-Subscription-Key': '<subscription key>',
}

try:
    url = base_url + "/models/" + model_id + "/analyze" 
    with open(file_path, "rb") as f:
        data_bytes = f.read()  
    resp = http_post(url = url, data = data_bytes, headers = headers)
    print("Response status code: %d" % resp.status_code)    
    print("Response body:\n%s" % resp.json())   
except Exception as e:
    print(str(e))