Advanced: Zip and flatten nested sections
The following example shows using the Copy from Sections computed method to flatten the output of nested and zipped sections.
In this example, the config uses paired section groups nested in a parent section group to extract complete vehicle insurance declarations:
-
A parent section group's range contains the entire vehicle declaration.
-
A child section group captures data such as the vehicle description and VIN.
-
A child section group captures data such as the coverages and premiums:
If you zip the child sections together, you can output something like the following example output, and then clean it up with the Copy From Sections method.
The following uses abbreviated YML notation to give an overview of the more complex JSON API response:
parent_section_group_declarations:
- _zipped_vehicle_description_and_coverages:
- vehicle_description:
value: 2003 Mits Lancer Es
bodily_liability_premium:
value: 89.7
- vehicle_description:
value: 2019 Nissan Pathfinder
bodily_liability_premium:
value: 138.66
- _zipped_vehicle_description_and_coverages:
- vehicle_description:
value: 2010 Toyota Corolla
bodily_liability_premium:
value: 100.1
- vehicle_description:
value: 2012 Honda Accord
bodily_liability_premium:
value: 140.8
In the preceding output, the zipped_vehicle-description_and_coverages field is unnecessary and results in a nested structure. This example shows simplifying the output, using the Copy From Sections method to produce something like the following:
flattened_declarations:
- vehicle_description:
value: 2003 Mits Lancer Es
bodily_liability_premium:
value: 89.7
- vehicle_description:
value: 2019 Nissan Pathfinder
bodily_liability_premium:
value: 138.66
- vehicle_description:
value: 2010 Toyota Corolla
bodily_liability_premium:
value: 100.1
- vehicle_description:
value: 2012 Honda Accord
bodily_liability_premium:
value: 140.8
Details
The following elaborates on the preceding overview using JSON instead of YML.
Config
{
"fields": [
{
"type": "sections",
/* parent section group finds repeated pairs of Covered vehicles (nested horizontal section group)
and Schedule of coverages (nested vertical section group). */
"id": "parent_section_group_declarations",
"range": {
"anchor": {
"match": "covered vehicles"
}
},
"fields": [
{
/* nested section group for Covered vehicles*/
"id": "_covered_vehicles",
"type": "sections",
"range": {
/* each section in group starts with "Vehicle VIN" */
"anchor": {
"match": {
"text": "Vehicle VIN",
"type": "startsWith",
"isCaseSensitive": true
},
},
/* each section in group ends below "vehicle no." line */
"stop": {
"type": "startsWith",
"text": "Vehicle no",
"isCaseSensitive": true
}
},
"fields": [
{
"id": "vehicle_description",
"method": {
"id": "label",
"position": "right"
},
"anchor": "description:"
},
/* to illustrate section range, print out all text in this section */
{
"id": "_everything_in_this_covered_vehicle_section",
"method": {
"id": "documentRange",
"includeAnchor": true
},
"anchor": {
"match": {
"type": "first"
}
}
}
]
},
{
/* nested section group for Schedule of coverages */
"id": "_coverages_per_vehicle",
"type": "sections",
"range": {
"direction": "vertical",
/* columnSelection specifies that each vertical section is a table slice that
combines the first two "kept" columns with one of the
numbered vehicle columns (3rd through last columns). */
"columnSelection": [
[
2,
-1
]
],
"anchor": {
"match": {
"type": "startsWith",
/* each coverages table starts with "Schedule of coverages" */
"text": "Schedule of coverages",
"isCaseSensitive": true
},
},
/* exclude "Schedule of coverages" heading from section group range
to avoid breaking column recognition */
"offsetY": 0.3
},
"fields": [
{
/* In each vertical section, the injury premium for each vehicle is always the 2nd cell to the right
of the cell containing "bodily injury liability",
as configured by columnSelection */
"id": "bodily_liability_premium",
"type": "number",
"method": {
"id": "row",
"tiebreaker": 1
},
"anchor": {
"match": {
"type": "includes",
"text": "bodily injury liability"
}
}
},
{
/* to illustrate section range, print out all text in this section */
"id": "_everything_in_this_coverage_section",
"method": {
"id": "documentRange",
"includeAnchor": true
},
"anchor": {
"match": {
"type": "first"
}
}
}
],
},
/* combine Covered Vehicles and Schedule of Coverages section groups' output into a zipped field */
{
"id": "_zipped_vehicle_description_and_coverages",
"method": {
"id": "zip",
"source_ids": [
"_covered_vehicles",
"_coverages_per_vehicle"
]
}
},
/* for cleaner output, remove the source
section groups. illustrates configurable field execution order nuances
optional: add "_zipped_vehicle_description_and_coverages" to this field to further clean up output */
{
"id": "clean_up_output",
"method": {
"id": "suppressOutput",
"source_ids": [
/* remove these IDs to display
section ranges in Sensible app */
"_coverages_per_vehicle",
"_covered_vehicles",
]
}
}
]
},
/* outputs same data as "parent_section_group_declarations",
but flattens "_zipped_vehicle_descriptions_and_coverages" into a single array */
{
"id": "flattened_declarations",
"method": {
"id": "copy_from_sections",
"source_sections": "parent_section_group_declarations",
"source_field": "_zipped_vehicle_description_and_coverages"
}
}
]
}
Example document
The following image shows the example document used with this example config:
| Example document | Download link |
|---|
Output
{
"parent_section_group_declarations": [
{
"_zipped_vehicle_description_and_coverages": [
{
"vehicle_description": {
"type": "string",
"value": "2003 Mits Lancer Es"
},
"_everything_in_this_covered_vehicle_section": {
"type": "string",
"value": "Vehicle VIN\u0000 12345678901234 Vehicle no. 1 Description: 2003 Mits Lancer Es"
},
"bodily_liability_premium": {
"source": "89.70",
"value": 89.7,
"type": "number"
},
"_everything_in_this_coverage_section": {
"type": "string",
"value": "Coverages Limits of Liability Vehicle 1 Bodily injury liability $300,000 per 89.70 person Property damage $200,000 per 61.69 liability person"
}
},
{
"vehicle_description": {
"type": "string",
"value": "2019 Nissan Pathfinder"
},
"_everything_in_this_covered_vehicle_section": {
"type": "string",
"value": "Vehicle VIN\u0000 01234567890123 Vehicle no. 2 Description:2019 Nissan Pathfinder"
},
"bodily_liability_premium": {
"source": "138.66",
"value": 138.66,
"type": "number"
},
"_everything_in_this_coverage_section": {
"type": "string",
"value": "Coverages Limits of Liability Vehicle 2 Bodily injury liability $300,000 per 138.66 person Property damage $200,000 per 79.45 liability person"
}
}
]
},
{
"_zipped_vehicle_description_and_coverages": [
{
"vehicle_description": {
"type": "string",
"value": "2010 Toyota Corolla"
},
"_everything_in_this_covered_vehicle_section": {
"type": "string",
"value": "Vehicle VIN\u0000 5555555555555 Vehicle no. 3 Description: 2010 Toyota Corolla"
},
"bodily_liability_premium": {
"source": "100.10",
"value": 100.1,
"type": "number"
},
"_everything_in_this_coverage_section": {
"type": "string",
"value": "Coverages Limits of Liability Vehicle 3 Bodily injury liability $300,000 per 100.10 person Property damage $200,000 per 55.89 liability person"
}
},
{
"vehicle_description": {
"type": "string",
"value": "2012 Honda Accord"
},
"_everything_in_this_covered_vehicle_section": {
"type": "string",
"value": "Vehicle VIN\u0000 9999999999999 Vehicle no. 4 Description: 2012 Honda Accord"
},
"bodily_liability_premium": {
"source": "140.80",
"value": 140.8,
"type": "number"
},
"_everything_in_this_coverage_section": {
"type": "string",
"value": "Coverages Limits of Liability Vehicle 4 Bodily injury liability $300,000 per 140.80 person Property damage $200,000 per 89.45 liability person"
}
}
]
}
],
"flattened_declarations": [
{
"vehicle_description": {
"type": "string",
"value": "2003 Mits Lancer Es"
},
"_everything_in_this_covered_vehicle_section": {
"type": "string",
"value": "Vehicle VIN\u0000 12345678901234 Vehicle no. 1 Description: 2003 Mits Lancer Es"
},
"bodily_liability_premium": {
"source": "89.70",
"value": 89.7,
"type": "number"
},
"_everything_in_this_coverage_section": {
"type": "string",
"value": "Coverages Limits of Liability Vehicle 1 Bodily injury liability $300,000 per 89.70 person Property damage $200,000 per 61.69 liability person"
}
},
{
"vehicle_description": {
"type": "string",
"value": "2019 Nissan Pathfinder"
},
"_everything_in_this_covered_vehicle_section": {
"type": "string",
"value": "Vehicle VIN\u0000 01234567890123 Vehicle no. 2 Description:2019 Nissan Pathfinder"
},
"bodily_liability_premium": {
"source": "138.66",
"value": 138.66,
"type": "number"
},
"_everything_in_this_coverage_section": {
"type": "string",
"value": "Coverages Limits of Liability Vehicle 2 Bodily injury liability $300,000 per 138.66 person Property damage $200,000 per 79.45 liability person"
}
},
{
"vehicle_description": {
"type": "string",
"value": "2010 Toyota Corolla"
},
"_everything_in_this_covered_vehicle_section": {
"type": "string",
"value": "Vehicle VIN\u0000 5555555555555 Vehicle no. 3 Description: 2010 Toyota Corolla"
},
"bodily_liability_premium": {
"source": "100.10",
"value": 100.1,
"type": "number"
},
"_everything_in_this_coverage_section": {
"type": "string",
"value": "Coverages Limits of Liability Vehicle 3 Bodily injury liability $300,000 per 100.10 person Property damage $200,000 per 55.89 liability person"
}
},
{
"vehicle_description": {
"type": "string",
"value": "2012 Honda Accord"
},
"_everything_in_this_covered_vehicle_section": {
"type": "string",
"value": "Vehicle VIN\u0000 9999999999999 Vehicle no. 4 Description: 2012 Honda Accord"
},
"bodily_liability_premium": {
"source": "140.80",
"value": 140.8,
"type": "number"
},
"_everything_in_this_coverage_section": {
"type": "string",
"value": "Coverages Limits of Liability Vehicle 4 Bodily injury liability $300,000 per 140.80 person Property damage $200,000 per 89.45 liability person"
}
}
]
}
Updated 5 days ago