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stringlengths 34
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Find Appointment Bundle Aggregation Duration Downscale with Percentage of Reduction greater than 6302
|
SELECT Id, Name FROM ApptBundleAggrDurDnscale WHERE PercentageOfReduction > 6302
|
|
Find Service Contract with Shipping Latitude less than 2851
|
SELECT Id, Name FROM ServiceContract WHERE ShippingLatitude < 2851
|
|
Find Invoice Line with Tax Rate greater than 5798
|
SELECT Id, Name FROM InvoiceLine__c WHERE TaxRate__c > 5798
|
|
Find Credit Memo Line with Charge Amount less than 1703
|
SELECT Id, Name FROM CreditMemoLine__c WHERE ChargeAmount__c < 1703
|
|
Show me Consumption Rate where Price is 9781
|
SELECT Price__c FROM ConsumptionRate__c WHERE Price__c = 9781
|
|
Find Service Resource with Last Known Latitude greater than 3172
|
SELECT Id, Name FROM ServiceResource__c WHERE LastKnownLatitude__c > 3172
|
|
Find Document with Count Of DCR less than 8527
|
SELECT Id, Name FROM Document__c WHERE Count_Of_DCR__c < 8527
|
|
Find Accounts that have Contacts with Cases that include 'escalate' in comments
|
SELECT Id, Name FROM Account WHERE Id IN (SELECT AccountId FROM Contact WHERE Id IN (SELECT ContactId FROM Case WHERE Id IN (SELECT ParentId FROM CaseComment WHERE CommentBody LIKE '%escalate%')) )
|
|
Find SalesObject20 where Amount is greater than 7315
|
SELECT Id, Name FROM SalesObject20 WHERE Amount > 7315
|
|
Get Network where NetworkField2 is in (1524,9774,7012)
|
SELECT Id, Name FROM Network WHERE NetworkField2 IN (1524,9774,7012)
|
|
Show me Profile records created after 2020-06-14
|
SELECT Id, Name FROM Profile WHERE CreatedDate > '2020-06-14T00:00:00Z'
|
|
List ExperienceObject18 ordered by ExperienceObject18Field4 desc limit 1
|
SELECT Id, Name FROM ExperienceObject18 ORDER BY ExperienceObject18Field4 DESC LIMIT 1
|
|
Include soft-deleted rows for Invoice__c
|
SELECT Id, Name, IsDeleted FROM Invoice__c USING SCOPE ALL ROWS
|
|
Convert currency for opportunity Amount to corporate currency
|
SELECT Id, Name, Amount, convertCurrency(Amount) FROM Opportunity WHERE IsClosed = false
|
|
Find Accounts with nested related records across 5 levels containing 'Fail'
|
SELECT Id, Name FROM Account WHERE Id IN (SELECT AccountId FROM Contact WHERE Id IN (SELECT ContactId FROM Case WHERE Id IN (SELECT ParentId FROM FeedItem WHERE Id IN (SELECT ParentId FROM FeedComment WHERE CommentBody LIKE '%Fail%'))))
|
|
Include soft-deleted rows for CommerceObject14
|
SELECT Id, Name, IsDeleted FROM CommerceObject14 USING SCOPE ALL ROWS
|
|
List MarketingObject9 ordered by MarketingObject9Field3 desc limit 10
|
SELECT Id, Name FROM MarketingObject9 ORDER BY MarketingObject9Field3 DESC LIMIT 10
|
|
Use GROUP BY with multiple fields to summarize revenue
|
SELECT Industry, Type, SUM(AnnualRevenue) total FROM Account GROUP BY Industry, Type
|
|
Show me ContentNote records created after 2021-10-25
|
SELECT Id, Name FROM ContentNote WHERE EndDate > '2021-10-25T00:00:00Z'
|
|
Show SUM of UnitPrice grouped by OwnerId for Attachment
|
SELECT OwnerId, SUM(UnitPrice) val FROM Attachment GROUP BY OwnerId
|
|
Find CPQObject14 where LastModifiedDate includes 'Test'
|
SELECT Id, Name FROM CPQObject14 WHERE LastModifiedDate INCLUDES ('Test')
|
|
Query big object SalesObject15 for records after 2021-01-01
|
SELECT Id, EventDate__c, OwnerId__c FROM SalesObject15 WHERE EventDate__c > 2021-01-01T00:00:00Z
|
|
Use GROUP BY with multiple fields to summarize revenue
|
SELECT Industry, Type, SUM(AnnualRevenue) total FROM Account GROUP BY Industry, Type
|
|
Find MarketingObject15 where MarketingObject15Field2 equals Sample2046
|
SELECT Id, Name FROM MarketingObject15 WHERE MarketingObject15Field2 = 'Sample2046'
|
|
TYPEOF example: for WhoId polymorphic, show Contact or Lead fields accordingly for Task
|
SELECT Id, Subject, TYPEOF Who WHEN Contact THEN LastName, Email WHEN Lead THEN Company, Email END FROM Task WHERE Subject LIKE '%follow%'
|
|
Find AnalyticsObject2 where Quantity includes 'Prod'
|
SELECT Id, Name FROM AnalyticsObject2 WHERE Quantity INCLUDES ('Prod')
|
|
Aggregate total revenue by Type using ROLLUP for Account
|
SELECT Type, SUM(AnnualRevenue) totalRevenue FROM Account GROUP BY ROLLUP(Type)
|
|
Convert currency for opportunity Amount to corporate currency
|
SELECT Id, Name, Amount, convertCurrency(Amount) FROM Opportunity WHERE IsClosed = false
|
|
Find ServiceAppointment where Amount includes 'Test'
|
SELECT Id, Name FROM ServiceAppointment WHERE Amount INCLUDES ('Test')
|
|
List Pardot_Prospect__c ordered by StartDate desc limit 10
|
SELECT Id, Name FROM Pardot_Prospect__c ORDER BY StartDate DESC LIMIT 10
|
|
Get read-only reference snapshot of PlatformObject5 before 2022
|
SELECT Id, Name FROM PlatformObject5 WHERE CreatedDate < 2022-01-01T00:00:00Z FOR REFERENCE
|
|
Get CPQObject9 where Price is in (3532,4474,1269)
|
SELECT Id, Name FROM CPQObject9 WHERE Price IN (3532,4474,1269)
|
|
Query big object PlatformObject5 for records after 2021-01-01
|
SELECT Id, EventDate__c, OwnerId__c FROM PlatformObject5 WHERE EventDate__c > 2021-01-01T00:00:00Z
|
|
Get EinsteinObject13 where Amount is in (2777,7673,6316)
|
SELECT Id, Name FROM EinsteinObject13 WHERE Amount IN (2777,7673,6316)
|
|
Count distinct PlatformObject7 records grouped by Owner
|
SELECT OwnerId, COUNT_DISTINCT(Id) distinctCount FROM PlatformObject7 GROUP BY OwnerId
|
|
Include soft-deleted rows for CaseTeamMember
|
SELECT Id, Name, IsDeleted FROM CaseTeamMember USING SCOPE ALL ROWS
|
|
Find Accounts with Contacts with Cases that have FeedItems containing 'Error'
|
SELECT Id, Name FROM Account WHERE Id IN (SELECT AccountId FROM Contact WHERE Id IN (SELECT ContactId FROM Case WHERE Id IN (SELECT ParentId FROM FeedItem WHERE Body LIKE '%Error%')) )
|
|
Use GROUP BY with multiple fields to summarize revenue
|
SELECT Industry, Type, SUM(AnnualRevenue) total FROM Account GROUP BY Industry, Type
|
|
Use GROUP BY with multiple fields to summarize revenue
|
SELECT Industry, Type, SUM(AnnualRevenue) total FROM Account GROUP BY Industry, Type
|
|
Find Territory2Rule where Name equals Sample5169
|
SELECT Id, Name FROM Territory2Rule WHERE Name = 'Sample5169'
|
|
TYPEOF example: for WhoId polymorphic, show Contact or Lead fields accordingly for Task
|
SELECT Id, Subject, TYPEOF Who WHEN Contact THEN LastName, Email WHEN Lead THEN Company, Email END FROM Task WHERE Subject LIKE '%follow%'
|
|
Show SUM of LiveChatTranscriptField3 grouped by StageName for LiveChatTranscript
|
SELECT StageName, SUM(LiveChatTranscriptField3) val FROM LiveChatTranscript GROUP BY StageName
|
|
List PlatformObject15 ordered by IsDeleted desc limit 50
|
SELECT Id, Name FROM PlatformObject15 ORDER BY IsDeleted DESC LIMIT 50
|
|
Find Accounts with Contacts with Cases that have FeedItems containing 'Error'
|
SELECT Id, Name FROM Account WHERE Id IN (SELECT AccountId FROM Contact WHERE Id IN (SELECT ContactId FROM Case WHERE Id IN (SELECT ParentId FROM FeedItem WHERE Body LIKE '%Error%')) )
|
|
Get SalesObject15 where OwnerId is in (4140,9297,8930)
|
SELECT Id, Name FROM SalesObject15 WHERE OwnerId IN (4140,9297,8930)
|
|
Show MAX of AnalyticsObject19Field3 grouped by Status for AnalyticsObject19
|
SELECT Status, MAX(AnalyticsObject19Field3) val FROM AnalyticsObject19 GROUP BY Status
|
|
Aggregate total revenue by Type using ROLLUP for Account
|
SELECT Type, SUM(AnnualRevenue) totalRevenue FROM Account GROUP BY ROLLUP(Type)
|
|
Get ExperienceObject20 where IsDeleted is in (1589,871,1896)
|
SELECT Id, Name FROM ExperienceObject20 WHERE IsDeleted IN (1589,871,1896)
|
|
Get PlatformObject1 where Status is in (7016,9871,1140)
|
SELECT Id, Name FROM PlatformObject1 WHERE Status IN (7016,9871,1140)
|
|
TYPEOF example: for WhoId polymorphic, show Contact or Lead fields accordingly for Task
|
SELECT Id, Subject, TYPEOF Who WHEN Contact THEN LastName, Email WHEN Lead THEN Company, Email END FROM Task WHERE Subject LIKE '%follow%'
|
|
TYPEOF example: for WhoId polymorphic, show Contact or Lead fields accordingly for Task
|
SELECT Id, Subject, TYPEOF Who WHEN Contact THEN LastName, Email WHEN Lead THEN Company, Email END FROM Task WHERE Subject LIKE '%follow%'
|
|
Query big object MarketingObject19 for records after 2021-01-01
|
SELECT Id, EventDate__c, OwnerId__c FROM MarketingObject19 WHERE EventDate__c > 2021-01-01T00:00:00Z
|
|
Include soft-deleted rows for SalesObject8
|
SELECT Id, Name, IsDeleted FROM SalesObject8 USING SCOPE ALL ROWS
|
|
Include soft-deleted rows for Product2
|
SELECT Id, Name, IsDeleted FROM Product2 USING SCOPE ALL ROWS
|
|
Find Accounts with nested related records across 5 levels containing 'Fail'
|
SELECT Id, Name FROM Account WHERE Id IN (SELECT AccountId FROM Contact WHERE Id IN (SELECT ContactId FROM Case WHERE Id IN (SELECT ParentId FROM FeedItem WHERE Id IN (SELECT ParentId FROM FeedComment WHERE CommentBody LIKE '%Fail%'))))
|
|
Find EinsteinObject14 where TotalAmount contains 'Prod'
|
SELECT Id, Name FROM EinsteinObject14 WHERE TotalAmount LIKE '%Prod%'
|
|
Show SUM of IsActive grouped by OwnerId for MarketingObject2
|
SELECT OwnerId, SUM(IsActive) val FROM MarketingObject2 GROUP BY OwnerId
|
|
Convert currency for opportunity Amount to corporate currency
|
SELECT Id, Name, Amount, convertCurrency(Amount) FROM Opportunity WHERE IsClosed = false
|
|
Convert currency for opportunity Amount to corporate currency
|
SELECT Id, Name, Amount, convertCurrency(Amount) FROM Opportunity WHERE IsClosed = false
|
|
Show SUM of ExperienceObject16Field1 grouped by OwnerId for ExperienceObject16
|
SELECT OwnerId, SUM(ExperienceObject16Field1) val FROM ExperienceObject16 GROUP BY OwnerId
|
|
Find Accounts with Contacts with Cases that have FeedItems containing 'Error'
|
SELECT Id, Name FROM Account WHERE Id IN (SELECT AccountId FROM Contact WHERE Id IN (SELECT ContactId FROM Case WHERE Id IN (SELECT ParentId FROM FeedItem WHERE Body LIKE '%Error%')) )
|
|
Find Accounts with nested related records across 5 levels containing 'Fail'
|
SELECT Id, Name FROM Account WHERE Id IN (SELECT AccountId FROM Contact WHERE Id IN (SELECT ContactId FROM Case WHERE Id IN (SELECT ParentId FROM FeedItem WHERE Id IN (SELECT ParentId FROM FeedComment WHERE CommentBody LIKE '%Fail%'))))
|
|
Query big object Invoice__c for records after 2021-01-01
|
SELECT Id, EventDate__c, OwnerId__c FROM Invoice__c WHERE EventDate__c > 2021-01-01T00:00:00Z
|
|
Get CPQObject11 where Status is in (8937,8789,109)
|
SELECT Id, Name FROM CPQObject11 WHERE Status IN (8937,8789,109)
|
|
Query big object FieldServiceObject5 for records after 2021-01-01
|
SELECT Id, EventDate__c, OwnerId__c FROM FieldServiceObject5 WHERE EventDate__c > 2021-01-01T00:00:00Z
|
|
Get QuoteLineItem for view statistics in last 30 days
|
SELECT Id, Name FROM QuoteLineItem WHERE LastModifiedDate = LAST_N_DAYS:30 FOR VIEW
|
|
Aggregate total revenue by StageName using ROLLUP for Account
|
SELECT StageName, SUM(AnnualRevenue) totalRevenue FROM Account GROUP BY ROLLUP(StageName)
|
|
List ServiceResourceSkill ordered by Amount desc limit 100
|
SELECT Id, Name FROM ServiceResourceSkill ORDER BY Amount DESC LIMIT 100
|
|
Find CartItem__c where IsDeleted includes 'Acme'
|
SELECT Id, Name FROM CartItem__c WHERE IsDeleted INCLUDES ('Acme')
|
|
Include soft-deleted rows for UserRole
|
SELECT Id, Name, IsDeleted FROM UserRole USING SCOPE ALL ROWS
|
|
Get PlatformObject17 where IsDeleted is in (9107,2805,4442)
|
SELECT Id, Name FROM PlatformObject17 WHERE IsDeleted IN (9107,2805,4442)
|
|
Include soft-deleted rows for SecurityObject10
|
SELECT Id, Name, IsDeleted FROM SecurityObject10 USING SCOPE ALL ROWS
|
|
TYPEOF example: for WhoId polymorphic, show Contact or Lead fields accordingly for Task
|
SELECT Id, Subject, TYPEOF Who WHEN Contact THEN LastName, Email WHEN Lead THEN Company, Email END FROM Task WHERE Subject LIKE '%follow%'
|
|
List EinsteinObject16 ordered by Type desc limit 10
|
SELECT Id, Name FROM EinsteinObject16 ORDER BY Type DESC LIMIT 10
|
|
TYPEOF example: for WhoId polymorphic, show Contact or Lead fields accordingly for Task
|
SELECT Id, Subject, TYPEOF Who WHEN Contact THEN LastName, Email WHEN Lead THEN Company, Email END FROM Task WHERE Subject LIKE '%follow%'
|
|
Find Accounts with nested related records across 5 levels containing 'Fail'
|
SELECT Id, Name FROM Account WHERE Id IN (SELECT AccountId FROM Contact WHERE Id IN (SELECT ContactId FROM Case WHERE Id IN (SELECT ParentId FROM FeedItem WHERE Id IN (SELECT ParentId FROM FeedComment WHERE CommentBody LIKE '%Fail%'))))
|
|
Aggregate total revenue by Status using ROLLUP for Account
|
SELECT Status, SUM(AnnualRevenue) totalRevenue FROM Account GROUP BY ROLLUP(Status)
|
|
Include soft-deleted rows for MarketingObject11
|
SELECT Id, Name, IsDeleted FROM MarketingObject11 USING SCOPE ALL ROWS
|
|
Find SalesObject6 where Amount contains 'Acme'
|
SELECT Id, Name FROM SalesObject6 WHERE Amount LIKE '%Acme%'
|
|
Query big object AnalyticsObject3 for records after 2021-01-01
|
SELECT Id, EventDate__c, OwnerId__c FROM AnalyticsObject3 WHERE EventDate__c > 2021-01-01T00:00:00Z
|
|
List SecurityObject1 ordered by Amount desc limit 1
|
SELECT Id, Name FROM SecurityObject1 ORDER BY Amount DESC LIMIT 1
|
|
Find PlatformObject3 where Name contains 'Demo'
|
SELECT Id, Name FROM PlatformObject3 WHERE Name LIKE '%Demo%'
|
|
Show me FieldServiceObject9 records created after 2023-10-07
|
SELECT Id, Name FROM FieldServiceObject9 WHERE CreatedDate > '2023-10-07T00:00:00Z'
|
|
List ServiceObject2 ordered by IsDeleted desc limit 5
|
SELECT Id, Name FROM ServiceObject2 ORDER BY IsDeleted DESC LIMIT 5
|
|
Include soft-deleted rows for PermissionSet
|
SELECT Id, Name, IsDeleted FROM PermissionSet USING SCOPE ALL ROWS
|
|
Convert currency for opportunity Amount to corporate currency
|
SELECT Id, Name, Amount, convertCurrency(Amount) FROM Opportunity WHERE IsClosed = false
|
|
Query big object AnalyticsObject15 for records after 2021-01-01
|
SELECT Id, EventDate__c, OwnerId__c FROM AnalyticsObject15 WHERE EventDate__c > 2021-01-01T00:00:00Z
|
|
Get read-only reference snapshot of SalesObject4 before 2022
|
SELECT Id, Name FROM SalesObject4 WHERE CreatedDate < 2022-01-01T00:00:00Z FOR REFERENCE
|
|
Use GROUP BY with multiple fields to summarize revenue
|
SELECT Industry, Type, SUM(AnnualRevenue) total FROM Account GROUP BY Industry, Type
|
|
TYPEOF example: for WhoId polymorphic, show Contact or Lead fields accordingly for Task
|
SELECT Id, Subject, TYPEOF Who WHEN Contact THEN LastName, Email WHEN Lead THEN Company, Email END FROM Task WHERE Subject LIKE '%follow%'
|
|
List ListEmail ordered by LastModifiedDate desc limit 50
|
SELECT Id, Name FROM ListEmail ORDER BY LastModifiedDate DESC LIMIT 50
|
|
Aggregate total revenue by Status using ROLLUP for Account
|
SELECT Status, SUM(AnnualRevenue) totalRevenue FROM Account GROUP BY ROLLUP(Status)
|
|
TYPEOF example: for WhoId polymorphic, show Contact or Lead fields accordingly for Task
|
SELECT Id, Subject, TYPEOF Who WHEN Contact THEN LastName, Email WHEN Lead THEN Company, Email END FROM Task WHERE Subject LIKE '%follow%'
|
|
Lock WorkType rows for update where OwnerId is not null
|
SELECT Id, Name FROM WorkType WHERE OwnerId != NULL FOR UPDATE
|
|
Find Accounts with nested related records across 5 levels containing 'Fail'
|
SELECT Id, Name FROM Account WHERE Id IN (SELECT AccountId FROM Contact WHERE Id IN (SELECT ContactId FROM Case WHERE Id IN (SELECT ParentId FROM FeedItem WHERE Id IN (SELECT ParentId FROM FeedComment WHERE CommentBody LIKE '%Fail%'))))
|
|
Find RoutingRule where StartDate contains 'Prod'
|
SELECT Id, Name FROM RoutingRule WHERE StartDate LIKE '%Prod%'
|
|
Find SalesObject7 where Type contains 'Demo'
|
SELECT Id, Name FROM SalesObject7 WHERE Type LIKE '%Demo%'
|
|
Get CommerceObject16 where Status is in (4663,7679,4192)
|
SELECT Id, Name FROM CommerceObject16 WHERE Status IN (4663,7679,4192)
|
|
Find MarketingObject6 where MarketingObject6Field2 contains 'Acme'
|
SELECT Id, Name FROM MarketingObject6 WHERE MarketingObject6Field2 LIKE '%Acme%'
|
|
Include soft-deleted rows for PricebookEntry
|
SELECT Id, Name, IsDeleted FROM PricebookEntry USING SCOPE ALL ROWS
|
End of preview. Expand
in Data Studio
YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
SOQL Mega Dataset Documentation
This document explains the contents of the 15,000‑record SOQL training dataset.
It summarizes what type of SOQL queries, which Salesforce objects, and which SOQL features are included.
📁 1. Dataset Overview
- File Name:
soql_dataset_full_15000.json - Total Records: 15,000
- Format for each entry:
{
"instruction": "<plain English instruction>",
"input": "",
"output": "<SOQL query>"
}
- Designed specifically for LLM training to convert natural language → SOQL.
📌 2. Salesforce Clouds Covered
The dataset includes SOQL examples from all major Salesforce clouds:
✔ Sales Cloud
Account, Contact, Lead, Opportunity, OpportunityLineItem
Product2, Pricebook2, PricebookEntry
Campaign, CampaignMember, Quote, QuoteLineItem
Order, OrderItem, Contract, Asset, User
✔ Service Cloud
Case, CaseComment, Solution
EmailMessage, LiveChatTranscript, LiveChatVisitor
Entitlement, EntitlementProcess
✔ Field Service
WorkOrder, WorkOrderLineItem
ServiceAppointment, ServiceResource
ServiceTerritory, ServiceTerritoryMember
WorkType, RoutingRule
✔ CPQ
SBQQ__Quote__c, SBQQ__QuoteLine__c
ContractedPrice, Subscription
✔ Marketing / Pardot
ListEmail
EmailTemplate
Pardot_Prospect__c
MarketingForm__c
✔ Commerce Cloud
Cart__c, CartItem__c
InventoryItem__c
ProductCategory__c
✔ Experience Cloud
Network, NetworkMember
Site, AuthSession
UserPreference
✔ Einstein / AI / Analytics
PredictionResult__c
MlRecommendation__c
EinsteinActivity__c
Dataset__x
✔ Content / Knowledge
KnowledgeArticleVersion
Knowledge__kav
ContentVersion, ContentDocument
✔ Security & Metadata
PermissionSet, PermissionSetAssignment
AccountShare, ContactShare, OpportunityShare
CustomMetadata__mdt, CustomPermission__c
ApexClass, ApexTrigger, Layout
✔ Big Objects
EventArchive__b
CustomerActivity__b
LoginHistoryArchive__b
CaseHistoryArchive__b
✔ Custom Objects (examples)
Invoice__c
InvoiceLine__c
CreditMemoLine__c
ConsumptionRate__c
Document__c
ApptBundleAggrDurDnscale__c
✔ 200+ Synthetic Platform Objects
To generalize LLM behavior:
- SalesObject1 … SalesObject20
- ServiceObject1 … ServiceObject20
- CPQObject1 … CPQObject20
- etc.
📌 3. SOQL Query Types Covered
✔ Basic SELECT Queries
- Simple equality
- Numeric comparisons
- String filters
- Email filters
- Null checks (
= NULL,!= NULL)
✔ WHERE Clause Variants
LIKE '%keyword%'IN (1,2,3)INCLUDES ('Value')(multi-select picklists)- Date filters
- Date literals:
LAST_N_DAYS:30,YESTERDAY,THIS_YEAR
📌 4. Aggregates Included
✔ Aggregate Functions
COUNT()COUNT_DISTINCT()SUM()AVG()MAX()MIN()
✔ GROUP BY / HAVING
Examples include:
SELECT StageName, COUNT(Id) FROM Opportunity GROUP BY StageName
SELECT Industry, SUM(AnnualRevenue) FROM Account GROUP BY Industry HAVING SUM(AnnualRevenue) > 1000000
✔ ROLLUP & GROUPING
Examples:
SELECT Industry, Type, SUM(AnnualRevenue) FROM Account GROUP BY ROLLUP(Industry, Type)
SELECT Industry, GROUPING(Industry) grp FROM Account GROUP BY ROLLUP(Industry)
📌 5. Advanced SOQL Features
✔ TYPEOF
Polymorphic queries for WhoId / WhatId:
TYPEOF Who WHEN Contact THEN LastName, Email WHEN Lead THEN Company END
✔ USING SCOPE ALL ROWS
Soft-deleted record access.
✔ FOR VIEW / FOR REFERENCE / FOR UPDATE
FOR VIEW(view stats)FOR REFERENCE(read-only snapshot)FOR UPDATE(record locking)
📌 6. Relationship Queries
✔ Parent → Child Subqueries
SELECT Name, (SELECT Subject FROM Case WHERE Status = 'New') FROM Account
✔ Semi-Join / Anti-Join
SELECT Id FROM Account WHERE Id IN (SELECT AccountId FROM Contact)
SELECT Id FROM Account WHERE Id NOT IN (SELECT AccountId FROM Opportunity)
✔ Deep Multi-Level Chains (3–5 levels)
Examples include:
- Account → Contact → Case → CaseComment
- Account → Contact → Case → FeedItem → FeedComment
- Account → Opportunity → OpportunityLineItem → Product2
📌 7. Big Object Queries
SELECT Id, EventDate__c FROM EventArchive__b WHERE EventDate__c > 2021-01-01T00:00:00Z
Big objects use restricted SOQL, which is represented in the dataset.
📌 8. Query Variations Included
ORDER BYLIMITOFFSETFIELDS(ALL)- Currency conversion:
convertCurrency() - Timezone conversion:
convertTimezone()
📌 9. Dataset Goals
This dataset was intentionally built to help LLMs learn:
- Convert plain English instructions → valid SOQL.
- Understand objects, fields, and query patterns.
- Handle complex SOQL operations & multi-object reasoning.
- Work with both standard & custom object patterns.
- Generalize to unseen objects using synthetic ones.
✔ Final Notes
- The dataset intentionally mixes real + synthetic objects to maximize generalization.
- All SOQL examples are syntactically plausible and demonstrate Salesforce querying concepts.
- You can safely fine‑tune any LLM or RAG system using this dataset.
license: mit
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