Receipt
The Ruby Client Library supports the Receipt API.
Product Specs
Specification Details Endpoint Name expense_receipts
Recommended Version v5.3
Supports Polling/Webhooks ✔️ Yes Support Synchronous HTTP Calls ✔️ Yes Geography 🌐 Global
Polling Limitations
Setting Parameter name Default Value Initial Delay Before Polling initial_delay_seconds
2 seconds Default Delay Between Calls delay_sec
1.5 seconds Polling Attempts Before Timeout max_retries
80 retries
Using the sample below,
we are going to illustrate how to extract the data that we want using the Ruby Client Library.
Quick-Start
#
# Install the Ruby client library by running:
# gem install mindee
#
require 'mindee'
# Init a new client
mindee_client = Mindee::Client.new(api_key: 'my-api-key')
# Load a file from disk
input_source = mindee_client.source_from_path('/path/to/the/file.ext')
# Parse the file
result = mindee_client.parse(
input_source,
Mindee::Product::Receipt::ReceiptV5,
enqueue: false
)
# Print a full summary of the parsed data in RST format
puts result.document
# Print the document-level parsed data
# puts result.document.inference.prediction
You can also call this product asynchronously:
#
# Install the Ruby client library by running:
# gem install mindee
#
require 'mindee'
# Init a new client
mindee_client = Mindee::Client.new(api_key: 'my-api-key')
# Load a file from disk
input_source = mindee_client.source_from_path('/path/to/the/file.ext')
# Parse the file
result = mindee_client.parse(
input_source,
Mindee::Product::Receipt::ReceiptV5
)
# Print a full summary of the parsed data in RST format
puts result.document
# Print the document-level parsed data
# puts result.document.inference.prediction
Output (RST):
########
Document
########
:Mindee ID: d96fb043-8fb8-4adc-820c-387aae83376d
:Filename: default_sample.jpg
Inference
#########
:Product: mindee/expense_receipts v5.3
:Rotation applied: Yes
Prediction
==========
:Expense Locale: en-GB; en; GB; GBP;
:Purchase Category: food
:Purchase Subcategory: restaurant
:Document Type: EXPENSE RECEIPT
:Purchase Date: 2016-02-26
:Purchase Time: 15:20
:Total Amount: 10.20
:Total Net: 8.50
:Total Tax: 1.70
:Tip and Gratuity:
:Taxes:
+---------------+--------+----------+---------------+
| Base | Code | Rate (%) | Amount |
+===============+========+==========+===============+
| 8.50 | VAT | 20.00 | 1.70 |
+---------------+--------+----------+---------------+
:Supplier Name: Clachan
:Supplier Company Registrations: Type: VAT NUMBER, Value: 232153895
Type: VAT NUMBER, Value: 232153895
:Supplier Address: 34 Kingley Street W1B 50H
:Supplier Phone Number: 02074940834
:Receipt Number: 54/7500
:Line Items:
+--------------------------------------+----------+--------------+------------+
| Description | Quantity | Total Amount | Unit Price |
+======================================+==========+==============+============+
| Meantime Pale | 2.00 | 10.20 | |
+--------------------------------------+----------+--------------+------------+
Page Predictions
================
Page 0
------
:Expense Locale: en-GB; en; GB; GBP;
:Purchase Category: food
:Purchase Subcategory: restaurant
:Document Type: EXPENSE RECEIPT
:Purchase Date: 2016-02-26
:Purchase Time: 15:20
:Total Amount: 10.20
:Total Net: 8.50
:Total Tax: 1.70
:Tip and Gratuity:
:Taxes:
+---------------+--------+----------+---------------+
| Base | Code | Rate (%) | Amount |
+===============+========+==========+===============+
| 8.50 | VAT | 20.00 | 1.70 |
+---------------+--------+----------+---------------+
:Supplier Name: Clachan
:Supplier Company Registrations: Type: VAT NUMBER, Value: 232153895
Type: VAT NUMBER, Value: 232153895
:Supplier Address: 34 Kingley Street W1B 50H
:Supplier Phone Number: 02074940834
:Receipt Number: 54/7500
:Line Items:
+--------------------------------------+----------+--------------+------------+
| Description | Quantity | Total Amount | Unit Price |
+======================================+==========+==============+============+
| Meantime Pale | 2.00 | 10.20 | |
+--------------------------------------+----------+--------------+------------+
Field Types
Standard Fields
These fields are generic and used in several products.
Basic Field
Each prediction object contains a set of fields that inherit from the generic Field
class.
A typical Field
object will have the following attributes:
- value (
String
,Float
,Integer
,bool
): corresponds to the field value. Can benil
if no value was extracted. - confidence (Float, nil): the confidence score of the field prediction.
- bounding_box (
Mindee::Geometry::Quadrilateral
,nil
): contains exactly 4 relative vertices (points) coordinates of a right rectangle containing the field in the document. - polygon (
Mindee::Geometry::Polygon
,nil
): contains the relative vertices coordinates (Point
) of a polygon containing the field in the image. - page_id (
Integer
,nil
): the ID of the page, alwaysnil
when at document-level. - reconstructed (
bool
): indicates whether an object was reconstructed (not extracted as the API gave it).
Aside from the previous attributes, all basic fields have access to a to_s
method that can be used to print their value as a string.
Amount Field
The amount field AmountField
only has one constraint: its value is a Float
(or nil
).
Classification Field
The classification field ClassificationField
does not implement all the basic Field
attributes. It only implements
value, confidence and page_id.
Note: a classification field's
value is always a
String`.
Company Registration Field
Aside from the basic Field
attributes, the company registration field CompanyRegistrationField
also implements the
following:
- type (
String
): the type of company.
Date Field
Aside from the basic Field
attributes, the date field DateField
also implements the following:
- date_object (
Date
): an accessible representation of the value as a JavaScript object.
Locale Field
The locale field LocaleField
only implements the value, confidence and page_id base Field
attributes,
but it comes with its own:
- language (
String
): ISO 639-1 language code (e.g.:en
for English). Can benil
. - country (
String
): ISO 3166-1 alpha-2 or ISO 3166-1 alpha-3 code for countries (e.g.:GRB
orGB
for "Great
Britain"). Can benil
. - currency (
String
): ISO 4217 code for currencies (e.g.:USD
for "US Dollars"). Can benil
.
String Field
The text field StringField
only has one constraint: it's value is a String
(or nil
).
Taxes Field
Tax
Aside from the basic Field
attributes, the tax field TaxField
also implements the following:
- rate (
Float
): the tax rate applied to an item can be expressed as a percentage. Can benil
. - code (
String
): tax code (or equivalent, depending on the origin of the document). Can benil
. - base (
Float
): base amount used for the tax. Can benil
.
Note: currently
TaxField
is not used on its own, and is accessed through a parentTaxes
object, an array-like
structure.
Taxes (Array)
The Taxes
field represents an array-like collection of TaxField
objects. As it is the representation of several
objects, it has access to a custom to_s
method that can render a TaxField
object as a table line.
Specific Fields
Fields which are specific to this product; they are not used in any other product.
Line Items Field
List of line item details.
A ReceiptV5LineItem
implements the following attributes:
description
(String): The item description.quantity
(Float): The item quantity.total_amount
(Float): The item total amount.unit_price
(Float): The item unit price.
Attributes
The following fields are extracted for Receipt V5:
Purchase Category
category (ClassificationField): The purchase category among predefined classes.
Possible values include:
- toll
- food
- parking
- transport
- accommodation
- gasoline
- telecom
- miscellaneous
puts result.document.inference.prediction.category.value
Purchase Date
date (DateField): The date the purchase was made.
puts result.document.inference.prediction.date.value
Document Type
document_type (ClassificationField): One of: 'CREDIT CARD RECEIPT', 'EXPENSE RECEIPT'.
Possible values include:
- expense_receipt
- credit_card_receipt
puts result.document.inference.prediction.document_type.value
Line Items
line_items (Array<ReceiptV5LineItem>): List of line item details.
result.document.inference.prediction.line_items do |line_items_elem|
puts line_items_elem.value
end
Expense Locale
locale (LocaleField): The locale detected on the document.
puts result.document.inference.prediction.locale.value
Receipt Number
receipt_number (StringField): The receipt number or identifier.
puts result.document.inference.prediction.receipt_number.value
Purchase Subcategory
subcategory (ClassificationField): The purchase subcategory among predefined classes for transport and food.
Possible values include:
- plane
- taxi
- train
- restaurant
- shopping
puts result.document.inference.prediction.subcategory.value
Supplier Address
supplier_address (StringField): The address of the supplier or merchant.
puts result.document.inference.prediction.supplier_address.value
Supplier Company Registrations
supplier_company_registrations (Array<CompanyRegistrationField>): List of company registrations associated to the supplier.
result.document.inference.prediction.supplier_company_registrations do |supplier_company_registrations_elem|
puts supplier_company_registrations_elem.value
end
Supplier Name
supplier_name (StringField): The name of the supplier or merchant.
puts result.document.inference.prediction.supplier_name.value
Supplier Phone Number
supplier_phone_number (StringField): The phone number of the supplier or merchant.
puts result.document.inference.prediction.supplier_phone_number.value
Taxes
taxes (Array<TaxField>): List of tax lines information.
result.document.inference.prediction.taxes do |taxes_elem|
puts taxes_elem.value
end
Purchase Time
time (StringField): The time the purchase was made.
puts result.document.inference.prediction.time.value
Tip and Gratuity
tip (AmountField): The total amount of tip and gratuity.
puts result.document.inference.prediction.tip.value
Total Amount
total_amount (AmountField): The total amount paid: includes taxes, discounts, fees, tips, and gratuity.
puts result.document.inference.prediction.total_amount.value
Total Net
total_net (AmountField): The net amount paid: does not include taxes, fees, and discounts.
puts result.document.inference.prediction.total_net.value
Total Tax
total_tax (AmountField): The total amount of taxes.
puts result.document.inference.prediction.total_tax.value
Questions?
Updated 26 days ago