11-tables-expense.py

import boto3
from trp import Document

# Document
documentName = "expense.png"

# Amazon Textract client
textract = boto3.client('textract')

# Call Amazon Textract
with open(documentName, "rb") as document:
    response = textract.analyze_document(
        Document={
            'Bytes': document.read(),
        },
        FeatureTypes=["TABLES"])

#print(response)

doc = Document(response)

def isFloat(input):
  try:
    float(input)
  except ValueError:
    return False
  return True

warning = ""
for page in doc.pages:
     # Print tables
    for table in page.tables:
        for r, row in enumerate(table.rows):
            itemName  = ""
            for c, cell in enumerate(row.cells):
                print("Table[{}][{}] = {}".format(r, c, cell.text))
                if(c == 0):
                    itemName = cell.text
                elif(c == 4 and isFloat(cell.text)):
                    value = float(cell.text)
                    if(value > 1000):
                        warning += "{} is greater than $1000.".format(itemName)
if(warning):
    print("\nReview needed:\n====================\n" + warning)