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✨ add support for BillOfLadingV1, FR EnergyBillV1, NutritionFactsLabe…
…lV1, FR PayslipV1, UsMailV2 (#262)
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from mindee import Client, product, AsyncPredictResponse | ||
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# Init a new client | ||
mindee_client = Client(api_key="my-api-key") | ||
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# Load a file from disk | ||
input_doc = mindee_client.source_from_path("/path/to/the/file.ext") | ||
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# Load a file from disk and enqueue it. | ||
result: AsyncPredictResponse = mindee_client.enqueue_and_parse( | ||
product.BillOfLadingV1, | ||
input_doc, | ||
) | ||
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# Print a brief summary of the parsed data | ||
print(result.document) |
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from mindee import Client, product, AsyncPredictResponse | ||
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# Init a new client | ||
mindee_client = Client(api_key="my-api-key") | ||
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# Load a file from disk | ||
input_doc = mindee_client.source_from_path("/path/to/the/file.ext") | ||
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# Load a file from disk and enqueue it. | ||
result: AsyncPredictResponse = mindee_client.enqueue_and_parse( | ||
product.fr.EnergyBillV1, | ||
input_doc, | ||
) | ||
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# Print a brief summary of the parsed data | ||
print(result.document) |
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from mindee import Client, product, AsyncPredictResponse | ||
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# Init a new client | ||
mindee_client = Client(api_key="my-api-key") | ||
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# Load a file from disk | ||
input_doc = mindee_client.source_from_path("/path/to/the/file.ext") | ||
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# Load a file from disk and enqueue it. | ||
result: AsyncPredictResponse = mindee_client.enqueue_and_parse( | ||
product.NutritionFactsLabelV1, | ||
input_doc, | ||
) | ||
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# Print a brief summary of the parsed data | ||
print(result.document) |
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from mindee import Client, product, AsyncPredictResponse | ||
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# Init a new client | ||
mindee_client = Client(api_key="my-api-key") | ||
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# Load a file from disk | ||
input_doc = mindee_client.source_from_path("/path/to/the/file.ext") | ||
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# Load a file from disk and enqueue it. | ||
result: AsyncPredictResponse = mindee_client.enqueue_and_parse( | ||
product.fr.PayslipV2, | ||
input_doc, | ||
) | ||
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# Print a brief summary of the parsed data | ||
print(result.document) |
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from mindee import Client, product, AsyncPredictResponse | ||
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# Init a new client | ||
mindee_client = Client(api_key="my-api-key") | ||
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# Load a file from disk | ||
input_doc = mindee_client.source_from_path("/path/to/the/file.ext") | ||
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# Load a file from disk and enqueue it. | ||
result: AsyncPredictResponse = mindee_client.enqueue_and_parse( | ||
product.us.UsMailV2, | ||
input_doc, | ||
) | ||
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# Print a brief summary of the parsed data | ||
print(result.document) |
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--- | ||
title: Bill of Lading OCR Python | ||
category: 622b805aaec68102ea7fcbc2 | ||
slug: python-bill-of-lading-ocr | ||
parentDoc: 609808f773b0b90051d839de | ||
--- | ||
The Python OCR SDK supports the [Bill of Lading API](https://platform.mindee.com/mindee/bill_of_lading). | ||
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The [sample below](https://github.com/mindee/client-lib-test-data/blob/main/products/bill_of_lading/default_sample.jpg) can be used for testing purposes. | ||
![Bill of Lading sample](https://github.com/mindee/client-lib-test-data/blob/main/products/bill_of_lading/default_sample.jpg?raw=true) | ||
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# Quick-Start | ||
```py | ||
from mindee import Client, product, AsyncPredictResponse | ||
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# Init a new client | ||
mindee_client = Client(api_key="my-api-key") | ||
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# Load a file from disk | ||
input_doc = mindee_client.source_from_path("/path/to/the/file.ext") | ||
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# Load a file from disk and enqueue it. | ||
result: AsyncPredictResponse = mindee_client.enqueue_and_parse( | ||
product.BillOfLadingV1, | ||
input_doc, | ||
) | ||
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# Print a brief summary of the parsed data | ||
print(result.document) | ||
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``` | ||
# Field Types | ||
## Standard Fields | ||
These fields are generic and used in several products. | ||
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### BaseField | ||
Each prediction object contains a set of fields that inherit from the generic `BaseField` class. | ||
A typical `BaseField` object will have the following attributes: | ||
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* **value** (`Union[float, str]`): corresponds to the field value. Can be `None` if no value was extracted. | ||
* **confidence** (`float`): the confidence score of the field prediction. | ||
* **bounding_box** (`[Point, Point, Point, Point]`): contains exactly 4 relative vertices (points) coordinates of a right rectangle containing the field in the document. | ||
* **polygon** (`List[Point]`): contains the relative vertices coordinates (`Point`) of a polygon containing the field in the image. | ||
* **page_id** (`int`): the ID of the page, always `None` when at document-level. | ||
* **reconstructed** (`bool`): indicates whether an object was reconstructed (not extracted as the API gave it). | ||
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> **Note:** A `Point` simply refers to a List of two numbers (`[float, float]`). | ||
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Aside from the previous attributes, all basic fields have access to a custom `__str__` method that can be used to print their value as a string. | ||
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### DateField | ||
Aside from the basic `BaseField` attributes, the date field `DateField` also implements the following: | ||
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* **date_object** (`Date`): an accessible representation of the value as a python object. Can be `None`. | ||
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### StringField | ||
The text field `StringField` only has one constraint: its **value** is an `Optional[str]`. | ||
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## Specific Fields | ||
Fields which are specific to this product; they are not used in any other product. | ||
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### Carrier Field | ||
The shipping company responsible for transporting the goods. | ||
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A `BillOfLadingV1Carrier` implements the following attributes: | ||
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* **name** (`str`): The name of the carrier. | ||
* **professional_number** (`str`): The professional number of the carrier. | ||
* **scac** (`str`): The Standard Carrier Alpha Code (SCAC) of the carrier. | ||
Fields which are specific to this product; they are not used in any other product. | ||
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### Consignee Field | ||
The party to whom the goods are being shipped. | ||
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A `BillOfLadingV1Consignee` implements the following attributes: | ||
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* **address** (`str`): The address of the consignee. | ||
* **email** (`str`): The email of the shipper. | ||
* **name** (`str`): The name of the consignee. | ||
* **phone** (`str`): The phone number of the consignee. | ||
Fields which are specific to this product; they are not used in any other product. | ||
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### Items Field | ||
The goods being shipped. | ||
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A `BillOfLadingV1CarrierItem` implements the following attributes: | ||
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* **description** (`str`): A description of the item. | ||
* **gross_weight** (`float`): The gross weight of the item. | ||
* **measurement** (`float`): The measurement of the item. | ||
* **measurement_unit** (`str`): The unit of measurement for the measurement. | ||
* **quantity** (`float`): The quantity of the item being shipped. | ||
* **weight_unit** (`str`): The unit of measurement for weights. | ||
Fields which are specific to this product; they are not used in any other product. | ||
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### Notify Party Field | ||
The party to be notified of the arrival of the goods. | ||
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A `BillOfLadingV1NotifyParty` implements the following attributes: | ||
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* **address** (`str`): The address of the notify party. | ||
* **email** (`str`): The email of the shipper. | ||
* **name** (`str`): The name of the notify party. | ||
* **phone** (`str`): The phone number of the notify party. | ||
Fields which are specific to this product; they are not used in any other product. | ||
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### Shipper Field | ||
The party responsible for shipping the goods. | ||
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A `BillOfLadingV1Shipper` implements the following attributes: | ||
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* **address** (`str`): The address of the shipper. | ||
* **email** (`str`): The email of the shipper. | ||
* **name** (`str`): The name of the shipper. | ||
* **phone** (`str`): The phone number of the shipper. | ||
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# Attributes | ||
The following fields are extracted for Bill of Lading V1: | ||
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## Bill of Lading Number | ||
**bill_of_lading_number** ([StringField](#stringfield)): A unique identifier assigned to a Bill of Lading document. | ||
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```py | ||
print(result.document.inference.prediction.bill_of_lading_number.value) | ||
``` | ||
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## Carrier | ||
**carrier** ([BillOfLadingV1Carrier](#carrier-field)): The shipping company responsible for transporting the goods. | ||
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```py | ||
print(result.document.inference.prediction.carrier.value) | ||
``` | ||
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## Items | ||
**carrier_items** (List[[BillOfLadingV1CarrierItem](#items-field)]): The goods being shipped. | ||
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```py | ||
for carrier_items_elem in result.document.inference.prediction.carrier_items: | ||
print(carrier_items_elem.value) | ||
``` | ||
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## Consignee | ||
**consignee** ([BillOfLadingV1Consignee](#consignee-field)): The party to whom the goods are being shipped. | ||
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```py | ||
print(result.document.inference.prediction.consignee.value) | ||
``` | ||
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## Date of issue | ||
**date_of_issue** ([DateField](#datefield)): The date when the bill of lading is issued. | ||
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```py | ||
print(result.document.inference.prediction.date_of_issue.value) | ||
``` | ||
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## Departure Date | ||
**departure_date** ([DateField](#datefield)): The date when the vessel departs from the port of loading. | ||
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```py | ||
print(result.document.inference.prediction.departure_date.value) | ||
``` | ||
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## Notify Party | ||
**notify_party** ([BillOfLadingV1NotifyParty](#notify-party-field)): The party to be notified of the arrival of the goods. | ||
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```py | ||
print(result.document.inference.prediction.notify_party.value) | ||
``` | ||
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## Place of Delivery | ||
**place_of_delivery** ([StringField](#stringfield)): The place where the goods are to be delivered. | ||
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```py | ||
print(result.document.inference.prediction.place_of_delivery.value) | ||
``` | ||
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## Port of Discharge | ||
**port_of_discharge** ([StringField](#stringfield)): The port where the goods are unloaded from the vessel. | ||
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```py | ||
print(result.document.inference.prediction.port_of_discharge.value) | ||
``` | ||
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## Port of Loading | ||
**port_of_loading** ([StringField](#stringfield)): The port where the goods are loaded onto the vessel. | ||
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```py | ||
print(result.document.inference.prediction.port_of_loading.value) | ||
``` | ||
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## Shipper | ||
**shipper** ([BillOfLadingV1Shipper](#shipper-field)): The party responsible for shipping the goods. | ||
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```py | ||
print(result.document.inference.prediction.shipper.value) | ||
``` | ||
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# Questions? | ||
[Join our Slack](https://join.slack.com/t/mindee-community/shared_invite/zt-2d0ds7dtz-DPAF81ZqTy20chsYpQBW5g) |
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