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fix(specs): recommend api (#2958)
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Co-authored-by: shortcuts <[email protected]>
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kai687 and shortcuts authored Apr 8, 2024
1 parent d0584f8 commit dabdd02
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Showing 24 changed files with 448 additions and 188 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -9,15 +9,15 @@ void main() async {

// Creating recommendation requests for different products.
var requests = [
RecommendationsQuery(
model: RecommendationModels.relatedProducts,
RelatedQuery(
model: RelatedModel.relatedProducts,
objectID: '6445156',
indexName: 'instant_search',
threshold: 70,
maxRecommendations: 3,
),
RecommendationsQuery(
model: RecommendationModels.relatedProducts,
RelatedQuery(
model: RelatedModel.relatedProducts,
objectID: '6443034',
indexName: 'instant_search',
threshold: 70,
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4 changes: 2 additions & 2 deletions specs/common/parameters.yml
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Expand Up @@ -14,8 +14,7 @@ ObjectID:
description: Unique record identifier.
required: true
schema:
type: string
example: '123'
$ref: '#/objectID'

# query
Index:
Expand Down Expand Up @@ -123,6 +122,7 @@ Limit:
objectID:
type: string
description: Unique record identifier.
example: test-record-123

ruleID:
title: objectID
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5 changes: 2 additions & 3 deletions specs/common/schemas/SearchParams.yml
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Expand Up @@ -397,9 +397,9 @@ listOfSearchFilters:
filters:
type: string
description: |
Filter the search so that only records with matching values are included in the results.
Filter expression to only include items that match the filter criteria in the response.
These filters are supported:
You can use these filter expressions:
- **Numeric filters.** `<facet> <op> <number>`, where `<op>` is one of `<`, `<=`, `=`, `!=`, `>`, `>=`.
- **Ranges.** `<facet>:<lower> TO <upper>` where `<lower>` and `<upper>` are the lower and upper limits of the range (inclusive).
Expand All @@ -421,7 +421,6 @@ filters:
For more information, see [Filters](https://www.algolia.com/doc/guides/managing-results/refine-results/filtering/).
example: '(category:Book OR category:Ebook) AND _tags:published'
default: ''
x-categories:
- Filtering

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9 changes: 7 additions & 2 deletions specs/common/securitySchemes.yml
Original file line number Diff line number Diff line change
@@ -1,8 +1,13 @@
appId:
type: apiKey
in: header
name: X-Algolia-Application-Id
name: x-algolia-application-id
description: Your Algolia application ID.
apiKey:
type: apiKey
in: header
name: X-Algolia-API-Key
name: x-algolia-api-key
description: |
Your Algolia API key with the necessary permissions to make the request.
Permissions are controlled through access control lists (ACL) and access restrictions.
The required ACL to make a request is listed in each endpoint's reference.
18 changes: 12 additions & 6 deletions specs/recommend/common/parameters.yml
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Expand Up @@ -2,11 +2,12 @@ Models:
in: path
name: model
required: true
description: >
[Recommend models](https://www.algolia.com/doc/guides/algolia-recommend/overview/#recommend-models).
description: |
[Recommend model](https://www.algolia.com/doc/guides/algolia-recommend/overview/#recommend-models).
schema:
$ref: '#/recommendModels'

# This list excludes `looking-similar` as that can't be used with rules.
recommendModels:
type: string
enum: [related-products, bought-together, trending-facets, trending-items]
Expand All @@ -15,14 +16,19 @@ ObjectID:
in: path
name: objectID
required: true
type: string
description: Unique Recommend rule identifier.
description: Unique identifier of a Recommend rule object.
example: 'a-recommend-rule-id'
schema:
$ref: '../../common/parameters.yml#/ruleID'

facetName:
type: string
description: Facet name for trending models.
description: |
Facet attribute. To be used in combination with `facetValue`.
If specified, only recommendations matching the facet filter will be returned.
facetValue:
type: string
description: Facet value for trending models.
description: |
Facet value. To be used in combination with `facetName`.
If specified, only recommendations matching the facet filter will be returned.
24 changes: 24 additions & 0 deletions specs/recommend/common/schemas/FrequentlyBoughtTogetherQuery.yml
Original file line number Diff line number Diff line change
@@ -0,0 +1,24 @@
boughtTogetherQuery:
title: Frequently bought together
allOf:
- $ref: './RecommendationsRequest.yml#/baseRecommendRequest'
- $ref: '#/frequentlyBoughtTogether'

frequentlyBoughtTogether:
type: object
properties:
model:
$ref: '#/fbtModel'
objectID:
$ref: '../../../common/parameters.yml#/objectID'
required:
- model
- objectID

fbtModel:
type: string
description: |
Frequently bought together model.
This model recommends items that have been purchased within 1 day with the item with the ID `objectID`.
enum: [bought-together]
26 changes: 26 additions & 0 deletions specs/recommend/common/schemas/LookingSimilarQuery.yml
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@@ -0,0 +1,26 @@
lookingSimilarQuery:
title: Looking similar
allOf:
- $ref: './RecommendationsRequest.yml#/baseRecommendRequest'
- $ref: '#/lookingSimilar'

lookingSimilar:
type: object
properties:
model:
$ref: '#/lookingSimilarModel'
objectID:
$ref: '../../../common/parameters.yml#/objectID'
fallbackParameters:
$ref: './RecommendationsRequest.yml#/fallbackParams'
required:
- model
- objectID

lookingSimilarModel:
type: string
description: |
Looking similar model.
This model recommends items that look similar to the item with the ID `objectID` based on image attributes in your index.
enum: [looking-similar]
119 changes: 119 additions & 0 deletions specs/recommend/common/schemas/RecommendRule.yml
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@@ -0,0 +1,119 @@
RecommendRule:
type: object
description: Recommend rule.
additionalProperties: false
properties:
_metadata:
type: object
description: Rule metadata.
properties:
lastUpdate:
$ref: '../../../common/responses/common.yml#/updatedAt'
objectID:
$ref: '../../../common/parameters.yml#/ruleID'
condition:
$ref: '#/Condition'
consequence:
$ref: '#/Consequence'
description:
type: string
description: Description of the rule's purpose. This can be helpful for display in the Algolia dashboard.
example: 'Display a promotional banner'
enabled:
type: boolean
default: true
description: Indicates whether to enable the rule. If it isn't enabled, it isn't applied at query time.

Condition:
type: object
description: |
Condition that triggers the rule.
If not specified, the rule is triggered for all recommendations.
properties:
filters:
$ref: '../../../common/schemas/SearchParams.yml#/filters'
context:
$ref: '../../../search/paths/rules/common/schemas.yml#/context'

Consequence:
type: object
description: Effect of the rule.
properties:
hide:
$ref: '#/HideConsequence'
promote:
$ref: '#/PromoteConsequence'
params:
$ref: '#/ParamsConsequence'

HideConsequence:
type: array
description: Exclude items from recommendations.
minItems: 1
items:
$ref: '#/HideConsequenceObject'

HideConsequenceObject:
type: object
description: Object ID of the recommendation you want to exclude.
properties:
objectID:
$ref: '../../../common/parameters.yml#/objectID'

PromoteConsequence:
type: array
description: Place items at specific positions in the list of recommendations.
minItems: 1
items:
$ref: '#/PromoteConsequenceObject'

PromoteConsequenceObject:
type: object
description: Object ID and position of the recommendation you want to pin.
properties:
objectID:
$ref: '../../../common/parameters.yml#/objectID'
position:
type: integer
description: Index in the list of recommendations where to place this item.
minimum: 0

ParamsConsequence:
type: object
description: Filter or boost recommendations matching a facet filter.
properties:
automaticFacetFilters:
type: array
description: Filter recommendations that match or don't match the same `facet:facet_value` combination as the viewed item.
items:
$ref: '#/AutoFacetFilter'
filters:
$ref: '../../../common/schemas/SearchParams.yml#/filters'
optionalFilters:
type: array
description: |
Filters to promote or demote records in the search results.
Optional filters work like facet filters, but they don't exclude records from the search results.
Records that match the optional filter rank before records that don't match.
Matches with higher weights (`<score=N>`) rank before matches with lower weights.
If you're using a negative filter `facet:-value`, matching records rank after records that don't match.
items:
type: string
example:
- 'category:books<score=1>'
- 'category:-movies<score=1>'

AutoFacetFilter:
type: object
description: Facet attribute. Only recommendations with the same value (or only recommendations with a different value) as the original viewed item are included.
properties:
facet:
type: string
description: Facet attribute.
negative:
type: boolean
description: |
Whether the filter is negative.
If true, recommendations must not have the same value for the `facet` attribute.
If false, recommendations must have the same value for the `facet` attribute.
25 changes: 0 additions & 25 deletions specs/recommend/common/schemas/RecommendationsQuery.yml

This file was deleted.

40 changes: 32 additions & 8 deletions specs/recommend/common/schemas/RecommendationsRequest.yml
Original file line number Diff line number Diff line change
@@ -1,8 +1,10 @@
recommendationsRequest:
oneOf:
- $ref: './FrequentlyBoughtTogetherQuery.yml#/boughtTogetherQuery'
- $ref: './RelatedQuery.yml#/relatedQuery'
- $ref: './TrendingItemsQuery.yml#/trendingItemsQuery'
- $ref: './TrendingFacetsQuery.yml#/trendingFacetsQuery'
- $ref: './RecommendationsQuery.yml#/recommendationsQuery'
- $ref: './LookingSimilarQuery.yml#/lookingSimilarQuery'
- $ref: './RecommendedForYouQuery.yml#/recommendedForYouQuery'

baseRecommendRequest:
Expand All @@ -12,16 +14,38 @@ baseRecommendRequest:
indexName:
$ref: '../../../common/parameters.yml#/indexName'
threshold:
type: integer
type: number
format: double
minimum: 0
maximum: 100
description: >
Recommendations with a confidence score lower than `threshold` won't appear in results.
> **Note**: Each recommendation has a confidence score of 0 to 100. The closer the score is to 100, the more relevant the recommendations are.
description: Minimum score a recommendation must have to be included in the response.
maxRecommendations:
type: integer
default: 0
description: Maximum number of recommendations to retrieve. If 0, all recommendations will be returned.
minimum: 1
maximum: 1000
default: 30
description: |
Maximum number of recommendations to retrieve.
By default, all recommendations are returned and no fallback request is made.
Depending on the available recommendations and the other request parameters,
the actual number of recommendations may be lower than this value.
queryParameters:
$ref: '#/searchParams'
required:
- indexName
- threshold

searchParams:
title: queryParameters
allOf:
# TODO: This isn't correct. `page`, `hitsPerPage`, `offset`, and `length` aren't allowed
- $ref: '../../../common/schemas/SearchParams.yml#/searchParamsObject'
- type: object
description: Search parameters for filtering the recommendations.

fallbackParams:
title: fallbackParameters
allOf:
- $ref: '../../../common/schemas/SearchParams.yml#/searchParamsObject'
- type: object
description: Search parameters to use for a fallback request if there aren't enough recommendations.
7 changes: 1 addition & 6 deletions specs/recommend/common/schemas/RecommendationsResponse.yml
Original file line number Diff line number Diff line change
@@ -1,5 +1,6 @@
recommendationsResults:
allOf:
# TODO: this isn't correct. Not all elements of the Search response are included for Recommend.
- $ref: '../../../search/common/schemas/SearchResponse.yml#/baseSearchResponse'
- $ref: '#/recommendationsHits'

Expand All @@ -11,12 +12,6 @@ recommendationsHits:
type: array
items:
$ref: '#/recommendationsHit'
query:
$ref: '../../../common/schemas/SearchParams.yml#/query'
params:
type: string
description: URL-encoded string of all search parameters.
example: query=a&hitsPerPage=20
required:
- hits

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