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From salesforce-pack
Executes Salesforce Bulk API 2.0 for high-volume insert/update/upsert/delete/query on large datasets via CSV/streams and Composite API for multi-object transactions.
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/salesforce-pack:salesforce-core-workflow-bThis skill is limited to the following tools:
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High-volume data operations using Bulk API 2.0 (millions of records) and Composite API (multi-step transactions in a single call).
Optimizes Salesforce API performance via SOQL tuning, Composite/Collections batching, relationship queries, and caching using jsforce in JS/TS.
Performs Salesforce data operations including CRUD, bulk import/export, test data generation, and cleanup using sf CLI and anonymous Apex.
Generates bulk Salesforce data operation scripts (Data Loader CSV templates and Anonymous Apex) for owner reassignment, deduplication, mass field update, stale record closing, contact deactivation, and lead conversion.
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High-volume data operations using Bulk API 2.0 (millions of records) and Composite API (multi-step transactions in a single call).
salesforce-install-auth setupsalesforce-core-workflow-a (standard CRUD)import { getConnection } from './salesforce/connection';
import fs from 'fs';
const conn = await getConnection();
// Create a bulk ingest job
const job = conn.bulk2.createJob({
operation: 'insert', // insert | update | upsert | delete
object: 'Contact',
// For upsert, specify: externalIdFieldName: 'External_ID__c'
});
// Upload CSV data
const csvData = `FirstName,LastName,Email,AccountId
Alice,Johnson,alice@example.com,001xxxxxxxxxxxx
Bob,Williams,bob@example.com,001xxxxxxxxxxxx
Carol,Davis,carol@example.com,001xxxxxxxxxxxx`;
// jsforce handles chunking automatically
const results = await conn.bulk2.loadAndWaitForResults({
object: 'Contact',
operation: 'insert',
input: csvData,
});
console.log('Successful:', results.successfulResults.length);
console.log('Failed:', results.failedResults.length);
for (const failure of results.failedResults) {
console.error(`Row ${failure.sf__Id}: ${failure.sf__Error}`);
}
// Bulk query for large datasets (100K+ records)
const queryResults = await conn.bulk2.query(
`SELECT Id, Name, Email, Account.Name
FROM Contact
WHERE CreatedDate >= LAST_N_DAYS:90`
);
// Stream results for memory efficiency
let recordCount = 0;
for await (const record of queryResults) {
recordCount++;
// Process each record
console.log(`${record.Name} — ${record.Email}`);
}
console.log(`Total exported: ${recordCount}`);
// Upload from a CSV file (for very large datasets)
const csvStream = fs.createReadStream('contacts-import.csv');
const bulkResults = await conn.bulk2.loadAndWaitForResults({
object: 'Contact',
operation: 'upsert',
externalIdFieldName: 'External_ID__c',
input: csvStream,
pollTimeout: 600000, // 10 min timeout for large jobs
pollInterval: 5000, // Check every 5 seconds
});
console.log(`Processed: ${bulkResults.successfulResults.length} success, ${bulkResults.failedResults.length} failed`);
// Execute up to 25 subrequests in a single API call
// Each subrequest counts as a separate API call for limits
const compositeResult = await conn.request({
method: 'POST',
url: '/services/data/v59.0/composite',
body: JSON.stringify({
allOrNone: true, // Rollback all if any fail
compositeRequest: [
{
method: 'POST',
url: '/services/data/v59.0/sobjects/Account/',
referenceId: 'newAccount',
body: { Name: 'Composite Corp', Industry: 'Technology' },
},
{
method: 'POST',
url: '/services/data/v59.0/sobjects/Contact/',
referenceId: 'newContact',
body: {
FirstName: 'Jane',
LastName: 'Doe',
AccountId: '@{newAccount.id}', // Reference previous result
Email: 'jane@composite.example.com',
},
},
{
method: 'POST',
url: '/services/data/v59.0/sobjects/Opportunity/',
referenceId: 'newOpp',
body: {
Name: 'Composite Deal',
AccountId: '@{newAccount.id}',
StageName: 'Prospecting',
CloseDate: '2026-12-31',
Amount: 100000,
},
},
],
}),
headers: { 'Content-Type': 'application/json' },
});
// Batch executes up to 25 independent subrequests
// Unlike composite, subrequests can't reference each other
const batchResult = await conn.request({
method: 'POST',
url: '/services/data/v59.0/composite/batch',
body: JSON.stringify({
batchRequests: [
{
method: 'GET',
url: 'v59.0/sobjects/Account/001xxxxxxxxxxxx',
},
{
method: 'GET',
url: 'v59.0/query/?q=SELECT+Id,Name+FROM+Contact+LIMIT+5',
},
{
method: 'PATCH',
url: 'v59.0/sobjects/Account/001xxxxxxxxxxxx',
richInput: { Industry: 'Software' },
},
],
}),
headers: { 'Content-Type': 'application/json' },
});
// Check results
for (const result of batchResult.results) {
console.log(`Status: ${result.statusCode}`, result.result);
}
// Composite Graph: multiple independent composite operations
// Each graph is an all-or-none transaction
const graphResult = await conn.request({
method: 'POST',
url: '/services/data/v59.0/composite/graph',
body: JSON.stringify({
graphs: [
{
graphId: 'graph1',
compositeRequest: [
{
method: 'POST',
url: '/services/data/v59.0/sobjects/Account/',
referenceId: 'acct1',
body: { Name: 'Graph Corp' },
},
{
method: 'POST',
url: '/services/data/v59.0/sobjects/Contact/',
referenceId: 'contact1',
body: {
LastName: 'Graph',
AccountId: '@{acct1.id}',
},
},
],
},
],
}),
headers: { 'Content-Type': 'application/json' },
});
| Scenario | API | Why |
|---|---|---|
| Import 10K+ records | Bulk API 2.0 | Handles millions, async processing |
| Export large datasets | Bulk API 2.0 Query | Streaming, no memory issues |
| Create Account + Contact + Opportunity | Composite | Single call, references between objects |
| Fetch 5 unrelated records | Composite Batch | Parallel fetches, 1 API call |
| Multi-object transaction | Composite Graph | All-or-none across object types |
| < 200 records CRUD | sObject Collections | Simpler, synchronous, from workflow-a |
| Error | Cause | Solution |
|---|---|---|
PROCESSING_HALTED | Bulk job aborted | Check failedResults for row-level errors |
InvalidBatch | CSV format error | Verify column headers match field API names |
ALL_OR_NONE_OPERATION_ROLLED_BACK | Composite allOrNone failure | Check individual subrequest errors |
MAX_BATCH_SIZE_EXCEEDED | Too many subrequests | Composite: max 25, Batch: max 25 |
EXCEEDED_ID_LIMIT | Too many records in single bulk job | Split into multiple jobs (max 150M records/job) |
For common errors and debugging, see salesforce-common-errors.