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document.ts
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import { buildMemory } from '@/build';
import { heading } from '@/utils/heading';
import { isMemoryDocExist } from '@/utils/memory/check-memory-doc-exists';
import * as p from '@clack/prompts';
import {
handleDeploymentError,
handleError,
handleInvalidConfig,
listMemoryDocuments,
uploadDocumentsToMemory
} from '.';
import path from 'path';
import fs from 'fs/promises';
import { cyan } from '@/utils/formatting';
import {
getMemoryFileNames,
loadMemoryFiles,
type MemoryDocumentI
} from '@/utils/memory/load-memory-files';
import type { MemoryI } from 'types/memory';
import { compareDocumentLists } from '@/utils/memory/compare-docs-list';
import {
retrieveAuthentication,
type Account
} from '@/utils/retrieve-credentials';
type Spinner = ReturnType<typeof p.spinner>;
export async function deploySingleDocument({
memoryName,
documentName,
overwrite
}: {
memoryName: string;
documentName: string;
overwrite: boolean;
}) {
p.intro(heading({ text: 'DEPLOY', sub: 'Deploy a document' }));
const spinner = p.spinner();
try {
const { validDocumentName, validMemoryName } = await isMemoryDocExist({
spinner,
memoryName,
documentName
});
spinner.stop('Loaded docs');
await buildMemory({ memoryName: validMemoryName });
const buildDir = path.join(process.cwd(), '.baseai');
const memoryDir = path.join(buildDir, 'memory');
const account = await retrieveAuthentication({ spinner });
if (!account) {
p.outro(
`No account found. Skipping deployment. \n Run: ${cyan('npx baseai@latest auth')}`
);
process.exit(1);
}
await deployDocument({
account,
spinner,
memoryDir,
overwrite,
memoryName: validMemoryName,
documentName: validDocumentName
});
p.outro(
heading({ text: 'DEPLOYED', sub: 'successfully', green: true })
);
} catch (error) {
handleError({
spinner,
message: 'An unexpected error occurred',
error
});
}
}
async function deployDocument({
account,
spinner,
overwrite,
memoryDir,
memoryName,
documentName
}: {
account: Account;
spinner: Spinner;
memoryDir: string;
overwrite: boolean;
memoryName: string;
documentName: string;
}) {
const memoryPath = path.join(memoryDir, `${memoryName}.json`);
try {
const memoryContent = await fs.readFile(memoryPath, 'utf-8');
const memoryObject = JSON.parse(memoryContent);
if (!memoryObject) {
handleInvalidConfig({ spinner, name: memoryName, type: 'memory' });
process.exit(1);
}
p.log.step(`Processing ${documentName} of memory: ${memoryName}`);
const memoryDocs = await loadMemoryFiles(memoryName);
const document = memoryDocs.find(doc => doc.name === documentName);
if (!document) {
spinner.stop(
`Document ${documentName} not found in memory ${memoryName}`
);
process.exit(1);
}
// Fetch the existing documents
const prodDocs = await listMemoryDocuments({
account,
memoryName
});
await handleSingleDocDeploy({
memory: memoryObject,
account,
document,
overwrite,
prodDocs
});
spinner.stop(
`Finished processing document ${documentName} of memory ${memoryName}`
);
} catch (error) {
handleDeploymentError({
spinner,
name: memoryName,
error,
type: 'memory'
});
process.exit(1);
}
}
export async function handleSingleDocDeploy({
memory,
account,
document,
overwrite,
prodDocs
}: {
memory: MemoryI;
account: Account;
document: MemoryDocumentI;
overwrite: boolean;
prodDocs: string[];
}) {
p.log.info(
`Checking "${memory.name}" memory for document "${document.name}".`
);
// If overwrite is present, deploy.
if (overwrite) {
await uploadDocumentsToMemory({
account,
documents: [document],
name: memory.name
});
// p.log.success(
// `Document "${document.name}" uploaded to memory "${memory.name}".`
// );
return;
}
// Get the list of local document names
const localDocs = await getMemoryFileNames(memory.name);
// If it is the only that does not exist in prod, deploy.
const onlyDeployDocMissing = checkOnlyDeployDocumentMissing({
localDocs,
prodDocs,
deployDoc: document.name
});
if (onlyDeployDocMissing) {
await uploadDocumentsToMemory({
account,
documents: [document],
name: memory.name
});
// p.log.success(
// `Document "${document.name}" uploaded to memory "${memory.name}".`
// );
return;
}
const existInProd = prodDocs.includes(document.name);
if (existInProd) {
p.log.info(
`Document "${document.name}" already exists in memory "${memory.name}".`
);
p.log.info(
`Use the --overwrite flag to overwrite the existing document in memory.\n`
);
return;
}
// Compare the documents
const { isProdSupersetOfLocal, areMutuallyExclusive, areOverlapping } =
compareDocumentLists({
localDocs,
prodDocs
});
if (isProdSupersetOfLocal || areMutuallyExclusive || areOverlapping) {
p.log.warning(
`The documents in memory "${memory.name}" are not in sync with the production memory.`
);
p.log.warning(
`Memory deploy is currently in beta. We only support overwriting the prod memory on Langbase.com.`
);
p.log.info(
`Use the --overwrite flag to overwrite the existing document in memory.\n`
);
return;
}
}
export function checkOnlyDeployDocumentMissing({
localDocs,
prodDocs,
deployDoc
}: {
localDocs: string[];
prodDocs: string[];
deployDoc: string;
}): boolean {
// Convert arrays to Sets for efficient lookup
const localDocSet = new Set(localDocs);
const prodDocSet = new Set(prodDocs);
// Check if the deployed document is in local but not in prod
const deployDocMissing =
localDocSet.has(deployDoc) && !prodDocSet.has(deployDoc);
// If sizes don't match (excluding deployDoc), sets can't be equal
if (localDocSet.size !== prodDocSet.size + 1) {
return false;
}
// Check if all docs in prod are in local (excluding deployDoc)
for (const doc of prodDocSet) {
if (!localDocSet.has(doc)) {
return false;
}
}
// At this point, we know:
// 1. Local has exactly one more doc than prod (deployDoc)
// 2. All docs in prod are in local
// Therefore, local and prod are the same except for deployDoc
return deployDocMissing;
}