Flowise/packages/components/nodes/documentloaders/Jira/Jira.ts

195 lines
6.7 KiB
TypeScript

import { omit } from 'lodash'
import { ICommonObject, IDocument, INode, INodeData, INodeParams } from '../../../src/Interface'
import { TextSplitter } from 'langchain/text_splitter'
import { JiraProjectLoaderParams, JiraProjectLoader } from '@langchain/community/document_loaders/web/jira'
import { getCredentialData, getCredentialParam, handleEscapeCharacters, INodeOutputsValue } from '../../../src'
class Jira_DocumentLoaders implements INode {
label: string
name: string
version: number
description: string
type: string
icon: string
category: string
baseClasses: string[]
credential: INodeParams
inputs: INodeParams[]
outputs: INodeOutputsValue[]
constructor() {
this.label = 'Jira'
this.name = 'jira'
this.version = 1.0
this.type = 'Document'
this.icon = 'jira.svg'
this.category = 'Document Loaders'
this.description = `Load issues from Jira`
this.baseClasses = [this.type]
this.credential = {
label: 'Connect Credential',
name: 'credential',
type: 'credential',
description: 'Jira API Credential',
credentialNames: ['jiraApi']
}
this.inputs = [
{
label: 'Host',
name: 'host',
type: 'string',
placeholder: 'https://jira.example.com'
},
{
label: 'Project Key',
name: 'projectKey',
type: 'string',
default: 'main'
},
{
label: 'Limit per request',
name: 'limitPerRequest',
type: 'number',
step: 1,
optional: true,
placeholder: '100'
},
{
label: 'Created after',
name: 'createdAfter',
type: 'string',
optional: true,
placeholder: '2024-01-01'
},
{
label: 'Text Splitter',
name: 'textSplitter',
type: 'TextSplitter',
optional: true
},
{
label: 'Additional Metadata',
name: 'metadata',
type: 'json',
description: 'Additional metadata to be added to the extracted documents',
optional: true,
additionalParams: true
},
{
label: 'Omit Metadata Keys',
name: 'omitMetadataKeys',
type: 'string',
rows: 4,
description:
'Each document loader comes with a default set of metadata keys that are extracted from the document. You can use this field to omit some of the default metadata keys. The value should be a list of keys, seperated by comma. Use * to omit all metadata keys execept the ones you specify in the Additional Metadata field',
placeholder: 'key1, key2, key3.nestedKey1',
optional: true,
additionalParams: true
}
]
this.outputs = [
{
label: 'Document',
name: 'document',
description: 'Array of document objects containing metadata and pageContent',
baseClasses: [...this.baseClasses, 'json']
},
{
label: 'Text',
name: 'text',
description: 'Concatenated string from pageContent of documents',
baseClasses: ['string', 'json']
}
]
}
async init(nodeData: INodeData, _: string, options: ICommonObject): Promise<any> {
const host = nodeData.inputs?.host as string
const projectKey = nodeData.inputs?.projectKey as string
const limitPerRequest = nodeData.inputs?.limitPerRequest as string
const createdAfter = nodeData.inputs?.createdAfter as string
const textSplitter = nodeData.inputs?.textSplitter as TextSplitter
const metadata = nodeData.inputs?.metadata
const _omitMetadataKeys = nodeData.inputs?.omitMetadataKeys as string
const output = nodeData.outputs?.output as string
let omitMetadataKeys: string[] = []
if (_omitMetadataKeys) {
omitMetadataKeys = _omitMetadataKeys.split(',').map((key) => key.trim())
}
const credentialData = await getCredentialData(nodeData.credential ?? '', options)
const username = getCredentialParam('username', credentialData, nodeData)
const accessToken = getCredentialParam('accessToken', credentialData, nodeData)
const jiraOptions: JiraProjectLoaderParams = {
projectKey,
host,
username,
accessToken
}
if (limitPerRequest) {
jiraOptions.limitPerRequest = parseInt(limitPerRequest)
}
if (createdAfter) {
jiraOptions.createdAfter = new Date(createdAfter)
}
const loader = new JiraProjectLoader(jiraOptions)
let docs: IDocument[] = []
if (textSplitter) {
docs = await loader.load()
docs = await textSplitter.splitDocuments(docs)
} else {
docs = await loader.load()
}
if (metadata) {
const parsedMetadata = typeof metadata === 'object' ? metadata : JSON.parse(metadata)
docs = docs.map((doc) => ({
...doc,
metadata:
_omitMetadataKeys === '*'
? {
...parsedMetadata
}
: omit(
{
...doc.metadata,
...parsedMetadata
},
omitMetadataKeys
)
}))
} else {
docs = docs.map((doc) => ({
...doc,
metadata:
_omitMetadataKeys === '*'
? {}
: omit(
{
...doc.metadata
},
omitMetadataKeys
)
}))
}
if (output === 'document') {
return docs
} else {
let finaltext = ''
for (const doc of docs) {
finaltext += `${doc.pageContent}\n`
}
return handleEscapeCharacters(finaltext, false)
}
}
}
module.exports = { nodeClass: Jira_DocumentLoaders }