diff --git a/.github/workflows/cdk_package_code.yml b/.github/workflows/cdk_package_code.yml index 5444ea2f5..1bc926945 100644 --- a/.github/workflows/cdk_package_code.yml +++ b/.github/workflows/cdk_package_code.yml @@ -54,7 +54,6 @@ jobs: run: | poetry show --only=slackBotFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > requirements_slackBotFunction poetry show --only=syncKnowledgeBaseFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > requirements_syncKnowledgeBaseFunction - poetry show --only=notifyS3UploadFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > requirements_notifyS3UploadFunction poetry show --only=preprocessingFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > requirements_preprocessingFunction poetry show --only=bedrockLoggingConfigFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > requirements_bedrockLoggingConfigFunction if [ ! -s requirements_slackBotFunction ] || [ "$(grep -c -v '^[[:space:]]*$' requirements_slackBotFunction)" -eq 0 ]; then \ @@ -65,10 +64,6 @@ jobs: echo "Error: requirements_syncKnowledgeBaseFunction is empty or contains only blank lines"; \ exit 1; \ fi - if [ ! -s requirements_notifyS3UploadFunction ] || [ "$(grep -c -v '^[[:space:]]*$' requirements_notifyS3UploadFunction)" -eq 0 ]; then \ - echo "Error: requirements_notifyS3UploadFunction is empty or contains only blank lines"; \ - exit 1; \ - fi if [ ! -s requirements_preprocessingFunction ] || [ "$(grep -c -v '^[[:space:]]*$' requirements_preprocessingFunction)" -eq 0 ]; then \ echo "Error: requirements_preprocessingFunction is empty or contains only blank lines"; \ exit 1; \ @@ -79,13 +74,11 @@ jobs: fi mkdir -p .dependencies/slackBotFunction/python mkdir -p .dependencies/syncKnowledgeBaseFunction/python - mkdir -p .dependencies/notifyS3UploadFunction/python mkdir -p .dependencies/preprocessingFunction/python mkdir -p .dependencies/bedrockLoggingConfigFunction/python pip3 install -r requirements_slackBotFunction -t .dependencies/slackBotFunction/python pip3 install -r requirements_syncKnowledgeBaseFunction -t .dependencies/syncKnowledgeBaseFunction/python pip3 install -r requirements_preprocessingFunction -t .dependencies/preprocessingFunction/python - pip3 install -r requirements_notifyS3UploadFunction -t .dependencies/notifyS3UploadFunction/python pip3 install -r requirements_bedrockLoggingConfigFunction -t .dependencies/bedrockLoggingConfigFunction/python rm -rf .dependencies/preprocessingFunction/python/magika* .dependencies/preprocessingFunction/python/onnxruntime* cp packages/preprocessingFunction/magika_shim.py .dependencies/preprocessingFunction/python/magika.py diff --git a/.vscode/eps-assist-me.code-workspace b/.vscode/eps-assist-me.code-workspace index 414b2dc2e..542649477 100644 --- a/.vscode/eps-assist-me.code-workspace +++ b/.vscode/eps-assist-me.code-workspace @@ -16,10 +16,6 @@ "name": "packages/syncKnowledgeBaseFunction", "path": "../packages/syncKnowledgeBaseFunction" }, - { - "name": "packages/notifyS3UploadFunction", - "path": "../packages/notifyS3UploadFunction" - }, { "name": "packages/preprocessingFunction", "path": "../packages/preprocessingFunction" diff --git a/Makefile b/Makefile index c36b9331a..9970fc953 100644 --- a/Makefile +++ b/Makefile @@ -38,7 +38,6 @@ lint-flake8: test: cd packages/slackBotFunction && PYTHONPATH=. COVERAGE_FILE=coverage/.coverage poetry run python -m pytest cd packages/syncKnowledgeBaseFunction && PYTHONPATH=. COVERAGE_FILE=coverage/.coverage poetry run python -m pytest - cd packages/notifyS3UploadFunction && PYTHONPATH=. COVERAGE_FILE=coverage/.coverage poetry run python -m pytest cd packages/preprocessingFunction && PYTHONPATH=. COVERAGE_FILE=coverage/.coverage poetry run python -m pytest cd packages/bedrockLoggingConfigFunction && PYTHONPATH=. COVERAGE_FILE=coverage/.coverage poetry run python -m pytest @@ -83,7 +82,6 @@ cdk-synth: cdk-synth-pr cdk-synth-non-pr cdk-synth-non-pr: mkdir -p .dependencies/slackBotFunction mkdir -p .dependencies/syncKnowledgeBaseFunction - mkdir -p .dependencies/notifyS3UploadFunction mkdir -p .dependencies/preprocessingFunction mkdir -p .dependencies/bedrockLoggingConfigFunction mkdir -p .local_config @@ -104,7 +102,6 @@ cdk-synth-non-pr: cdk-synth-pr: mkdir -p .dependencies/slackBotFunction mkdir -p .dependencies/syncKnowledgeBaseFunction - mkdir -p .dependencies/notifyS3UploadFunction mkdir -p .dependencies/preprocessingFunction mkdir -p .dependencies/bedrockLoggingConfigFunction mkdir -p .local_config diff --git a/packages/cdk/assets/s3-folders/processed/.gitkeep b/packages/cdk/assets/s3-folders/processed/.gitkeep deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/cdk/assets/s3-folders/raw/.gitkeep b/packages/cdk/assets/s3-folders/raw/.gitkeep deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/cdk/constructs/LambdaFunction.ts b/packages/cdk/constructs/LambdaFunction.ts index 3cd0a06c3..ad4d1c4bc 100644 --- a/packages/cdk/constructs/LambdaFunction.ts +++ b/packages/cdk/constructs/LambdaFunction.ts @@ -29,6 +29,8 @@ export interface LambdaFunctionProps { readonly logRetentionInDays: number readonly logLevel: string readonly dependencyLocation?: string + readonly reservedConcurrentExecutions?: number + readonly timeout_in_seconds?: Duration } // Lambda Insights layer for enhanced monitoring @@ -131,7 +133,7 @@ export class LambdaFunction extends Construct { const lambdaFunction = new LambdaFunctionResource(this, props.functionName, { runtime: Runtime.PYTHON_3_14, memorySize: 256, - timeout: Duration.seconds(50), + timeout: props.timeout_in_seconds ?? Duration.seconds(50), architecture: Architecture.X86_64, handler: props.handler, code: Code.fromAsset(props.packageBasePath, { @@ -149,7 +151,8 @@ export class LambdaFunction extends Construct { POWERTOOLS_LOG_LEVEL: props.logLevel }, logGroup, - layers: layers + layers: layers, + reservedConcurrentExecutions: props.reservedConcurrentExecutions }) // Suppress CFN guard rules for Lambda function diff --git a/packages/cdk/constructs/SimpleQueueService.ts b/packages/cdk/constructs/SimpleQueueService.ts index 8fd311aaf..aeef0e623 100644 --- a/packages/cdk/constructs/SimpleQueueService.ts +++ b/packages/cdk/constructs/SimpleQueueService.ts @@ -8,10 +8,13 @@ import {LambdaFunction} from "./LambdaFunction" export interface SimpleQueueServiceProps { readonly stackName: string readonly queueName: string - readonly batchDelay: number readonly functions: Array } +/** + * AWS Simple Queue Service + * @see {@link https://aws.amazon.com/sqs/} + */ export class SimpleQueueService extends Construct { public queue: Queue public deadLetterQueue: Queue @@ -31,10 +34,9 @@ export class SimpleQueueService extends Construct { // Create a Dead-Letter Queue (DLQ) for handling failed messages, to help with debugging const deadLetterQueue = new Queue(this, `${name}-dlq`, { queueName: `${name}-dlq`, - retentionPeriod: Duration.days(14), // Max 14 + retentionPeriod: Duration.days(14), // Max encryption: QueueEncryption.KMS, encryptionMasterKey: kmsKey, - visibilityTimeout: Duration.seconds(60), enforceSSL: true }) @@ -46,30 +48,28 @@ export class SimpleQueueService extends Construct { encryptionMasterKey: kmsKey, deadLetterQueue: { queue: deadLetterQueue, - maxReceiveCount: 3 // Move to DLQ after 3 failed attempts + maxReceiveCount: 1 // Move to DLQ after a failed attempt }, - deliveryDelay: Duration.seconds(0), - visibilityTimeout: Duration.seconds(60), + deliveryDelay: Duration.seconds(10), + visibilityTimeout: Duration.hours(1), // Really high visibility to prevent multiple calls enforceSSL: true } ) // Add queues as event source for the notify function and sync knowledge base function - // While batching, the messages will be sent if maxBatchingWindow is reached or batchSize is reached - // Set (very) large batch size to improve wait efficiency of batching window const eventSource = new SqsEventSource(queue, { - maxBatchingWindow: Duration.seconds(props.batchDelay), - batchSize: 1000, - reportBatchItemFailures: true + maxBatchingWindow: Duration.seconds(30), + batchSize: 20 }) props.functions.forEach(fn => { fn.function.addEventSource(eventSource) + fn.function.addEnvironment("SQS_URL", queue.queueUrl) + queue.grantConsumeMessages(fn.function) }) // Grant the Lambda function permissions to consume messages from the queue - this.kmsKey = kmsKey this.queue = queue this.deadLetterQueue = deadLetterQueue diff --git a/packages/cdk/nagSuppressions.ts b/packages/cdk/nagSuppressions.ts index 5482bab4a..bd8539820 100644 --- a/packages/cdk/nagSuppressions.ts +++ b/packages/cdk/nagSuppressions.ts @@ -28,18 +28,6 @@ export const nagSuppressions = (stack: Stack, account: string) => { ] ) - // Suppress wildcard log permissions for NotifyS3UploadFunction Lambda - safeAddNagSuppression( - stack, - "/EpsAssistMeStack/Functions/NotifyS3UploadFunction/LambdaPutLogsManagedPolicy/Resource", - [ - { - id: "AwsSolutions-IAM5", - reason: "Wildcard permissions are required for log stream access under known paths." - } - ] - ) - // Suppress wildcard log permissions for Preprocessing Lambda safeAddNagSuppression( stack, @@ -174,6 +162,18 @@ export const nagSuppressions = (stack: Stack, account: string) => { ] ) + // Suppress wildcard permissions for Preprocessing policy + safeAddNagSuppression( + stack, + "/EpsAssistMeStack/RuntimePolicies/SyncKnowledgeBasePolicy/Resource", + [ + { + id: "AwsSolutions-IAM5", + reason: "Preprocessing Lambda needs wildcard permissions to read/write any file in raw/ and processed/ prefixes." + } + ] + ) + // Suppress secrets without rotation safeAddNagSuppressionGroup( stack, @@ -460,6 +460,7 @@ export const nagSuppressions = (stack: Stack, account: string) => { } ] ) + // Suppress BedrockLogging Provider framework runtime version safeAddNagSuppression( stack, diff --git a/packages/cdk/resources/DatabaseTables.ts b/packages/cdk/resources/DatabaseTables.ts index 84318ec39..6a2181b88 100644 --- a/packages/cdk/resources/DatabaseTables.ts +++ b/packages/cdk/resources/DatabaseTables.ts @@ -8,6 +8,7 @@ export interface TablesProps { export class DatabaseTables extends Construct { public readonly slackBotStateTable: DynamoDbTable + public readonly knowledgeSyncStateTable: DynamoDbTable constructor(scope: Construct, id: string, props: TablesProps) { super(scope, id) @@ -24,5 +25,18 @@ export class DatabaseTables extends Construct { }, timeToLiveAttribute: "ttl" }) + + this.knowledgeSyncStateTable = new DynamoDbTable(this, "KnowledgeSyncStateTable", { + tableName: `${props.stackName}-KnowledgeSyncState`, + partitionKey: { + name: "user_channel_composite", + type: AttributeType.STRING + }, + sortKey: { + name: "last_ts", + type: AttributeType.STRING + }, + timeToLiveAttribute: "ttl" + }) } } diff --git a/packages/cdk/resources/Functions.ts b/packages/cdk/resources/Functions.ts index d2463920f..754457bf8 100644 --- a/packages/cdk/resources/Functions.ts +++ b/packages/cdk/resources/Functions.ts @@ -36,14 +36,13 @@ export interface FunctionsProps { readonly mainSlackBotLambdaExecutionRoleArn : string readonly ragModelId: string readonly reformulationModelId: string - readonly notifyS3UploadFunctionPolicy: ManagedPolicy readonly docsBucketName: string + readonly knowledgeSyncStateTable: TableV2 } export class Functions extends Construct { public readonly slackBotLambda: LambdaFunction public readonly syncKnowledgeBaseFunction: LambdaFunction - public readonly notifyS3UploadFunction: LambdaFunction public readonly preprocessingFunction: LambdaFunction constructor(scope: Construct, id: string, props: FunctionsProps) { @@ -130,29 +129,17 @@ export class Functions extends Construct { dependencyLocation: ".dependencies/syncKnowledgeBaseFunction", environmentVariables: { "KNOWLEDGEBASE_ID": props.knowledgeBaseId, - "DATA_SOURCE_ID": props.dataSourceId - }, - additionalPolicies: [props.syncKnowledgeBaseManagedPolicy] - }) - - const notifyS3UploadFunction = new LambdaFunction(this, "NotifyS3UploadFunction", { - stackName: props.stackName, - functionName: `${props.stackName}-S3UpdateFunction`, - packageBasePath: "packages/notifyS3UploadFunction", - handler: "app.handler.handler", - logRetentionInDays: props.logRetentionInDays, - logLevel: props.logLevel, - dependencyLocation: ".dependencies/notifyS3UploadFunction", - environmentVariables: { "SLACK_BOT_TOKEN_PARAMETER": props.slackBotTokenParameter.parameterName, - "SLACK_BOT_ACTIVE_ON_PRS": "false" + "SLACK_BOT_ACTIVE": `${!props.isPullRequest}`, + "DATA_SOURCE_ID": props.dataSourceId, + "KNOWLEDGE_SYNC_STATE_TABLE": props.knowledgeSyncStateTable.tableName }, - additionalPolicies: [props.notifyS3UploadFunctionPolicy] + additionalPolicies: [props.syncKnowledgeBaseManagedPolicy], + reservedConcurrentExecutions: 1 }) this.slackBotLambda = slackBotLambda this.preprocessingFunction = preprocessingFunction this.syncKnowledgeBaseFunction = syncKnowledgeBaseFunction - this.notifyS3UploadFunction = notifyS3UploadFunction } } diff --git a/packages/cdk/resources/RuntimePolicies.ts b/packages/cdk/resources/RuntimePolicies.ts index 4250aac37..ee38e7113 100644 --- a/packages/cdk/resources/RuntimePolicies.ts +++ b/packages/cdk/resources/RuntimePolicies.ts @@ -8,6 +8,8 @@ export interface RuntimePoliciesProps { readonly slackSigningSecretParameterName: string readonly slackBotStateTableArn: string readonly slackBotStateTableKmsKeyArn: string + readonly knowledgeSyncStateTableArn: string + readonly knowledgeSyncStateTableKmsKeyArn: string readonly knowledgeBaseArn: string readonly guardrailArn: string readonly dataSourceArn: string @@ -21,7 +23,6 @@ export interface RuntimePoliciesProps { export class RuntimePolicies extends Construct { public readonly slackBotPolicy: ManagedPolicy public readonly syncKnowledgeBasePolicy: ManagedPolicy - public readonly notifyS3UploadFunctionPolicy: ManagedPolicy public readonly preprocessingPolicy: ManagedPolicy constructor(scope: Construct, id: string, props: RuntimePoliciesProps) { @@ -123,40 +124,59 @@ export class RuntimePolicies extends Construct { ] }) - // Create managed policy for SyncKnowledgeBase Lambda function - const syncKnowledgeBasePolicy = new PolicyStatement({ + const syncKnowledgeBaseBedrockPolicy = new PolicyStatement({ actions: [ "bedrock:StartIngestionJob", "bedrock:GetIngestionJob", "bedrock:ListIngestionJobs" ], resources: [ - props.knowledgeBaseArn, - props.dataSourceArn + props.knowledgeBaseArn ] }) - this.syncKnowledgeBasePolicy = new ManagedPolicy(this, "SyncKnowledgeBasePolicy", { - description: "Policy for SyncKnowledgeBase Lambda to trigger ingestion jobs", - statements: [syncKnowledgeBasePolicy] - }) - - // Create managed policy for S3UpdateNotification Lambda function - const notifyS3UploadFunctionPolicy = new PolicyStatement({ + const syncKnowledgeBaseSSMPolicy = new PolicyStatement({ actions: [ - "ssm:GetParameter", - "sqs:ReceiveMessage", - "sqs:DeleteMessage" + "ssm:GetParameter" ], resources: [ - props.knowledgeBaseArn, ...slackBotPolicyResources ] }) - this.notifyS3UploadFunctionPolicy = new ManagedPolicy(this, "notifyS3UploadFunctionPolicy", { - description: "Policy for S3UpdateNotification Lambda to access SSM parameters", - statements: [notifyS3UploadFunctionPolicy] + const knowledgeSyncDynamoDbPolicy = new PolicyStatement({ + actions: [ + "dynamodb:GetItem", + "dynamodb:PutItem", + "dynamodb:DeleteItem", + "dynamodb:Query", + "dynamodb:Scan", + "dynamodb:BatchGetItem", + "dynamodb:BatchWriteItem", + "dynamodb:UpdateItem" + ], + resources: [props.knowledgeSyncStateTableArn] + }) + + const knowledgeSyncKmsPolicy = new PolicyStatement({ + actions: [ + "kms:Encrypt", + "kms:Decrypt", + "kms:ReEncrypt", + "kms:GenerateDataKey", + "kms:DescribeKey" + ], + resources: [props.knowledgeSyncStateTableKmsKeyArn] + }) + + this.syncKnowledgeBasePolicy = new ManagedPolicy(this, "SyncKnowledgeBasePolicy", { + description: "Policy for SyncKnowledgeBase Lambda to trigger ingestion jobs", + statements: [ + syncKnowledgeBaseBedrockPolicy, + syncKnowledgeBaseSSMPolicy, + knowledgeSyncDynamoDbPolicy, + knowledgeSyncKmsPolicy + ] }) //policy for the preprocessing lambda diff --git a/packages/cdk/resources/S3LambdaNotification.ts b/packages/cdk/resources/S3LambdaNotification.ts index 2475ca283..016919c09 100644 --- a/packages/cdk/resources/S3LambdaNotification.ts +++ b/packages/cdk/resources/S3LambdaNotification.ts @@ -25,11 +25,7 @@ export class S3LambdaNotification extends Construct { const queue = new SimpleQueueService(this, `${props.stackName}-${queueName}`, { stackName: props.stackName, queueName: queueName, - batchDelay: 100, functions: [ - // Temporarily only trigger sync, as only one can run at once on SQS - // - if notifications is successful, sync won't run - // props.functions.notifyS3UploadFunction, props.functions.syncKnowledgeBaseFunction ] }) diff --git a/packages/cdk/stacks/EpsAssistMeStack.ts b/packages/cdk/stacks/EpsAssistMeStack.ts index fb129b23e..2071fcc60 100644 --- a/packages/cdk/stacks/EpsAssistMeStack.ts +++ b/packages/cdk/stacks/EpsAssistMeStack.ts @@ -17,7 +17,6 @@ import {RuntimePolicies} from "../resources/RuntimePolicies" import {DatabaseTables} from "../resources/DatabaseTables" import {BedrockPromptResources} from "../resources/BedrockPromptResources" import {VectorIndex} from "../resources/VectorIndex" -import {BucketDeployment, Source} from "aws-cdk-lib/aws-s3-deployment" import {ManagedPolicy, PolicyStatement, Role} from "aws-cdk-lib/aws-iam" import {BedrockPromptSettings} from "../resources/BedrockPromptSettings" import {S3LambdaNotification} from "../resources/S3LambdaNotification" @@ -104,12 +103,6 @@ export class EpsAssistMeStack extends Stack { assistMeDocumentSyncRole: assistMeDocumentSyncRole }) - // initialize s3 folders for raw and processed documents - new BucketDeployment(this, "S3FolderInitializer", { - sources: [Source.asset("packages/cdk/assets/s3-folders")], - destinationBucket: storage.kbDocsBucket - }) - // Create Bedrock execution role without dependencies const bedrockExecutionRole = new BedrockExecutionRole(this, "BedrockExecutionRole", { region, @@ -173,7 +166,9 @@ export class EpsAssistMeStack extends Stack { ragModelId: bedrockPromptResources.modelId, reformulationModelId: bedrockPromptResources.modelId, docsBucketArn: storage.kbDocsBucket.bucketArn, - docsBucketKmsKeyArn: storage.kbDocsKmsKey.keyArn + docsBucketKmsKeyArn: storage.kbDocsKmsKey.keyArn, + knowledgeSyncStateTableArn: tables.knowledgeSyncStateTable.table.tableArn, + knowledgeSyncStateTableKmsKeyArn: tables.knowledgeSyncStateTable.kmsKey.keyArn }) // Create Functions construct with actual values from VectorKB @@ -206,14 +201,14 @@ export class EpsAssistMeStack extends Stack { reformulationModelId: bedrockPromptResources.modelId, isPullRequest: isPullRequest, mainSlackBotLambdaExecutionRoleArn: mainSlackBotLambdaExecutionRoleArn, - notifyS3UploadFunctionPolicy: runtimePolicies.notifyS3UploadFunctionPolicy, - docsBucketName: storage.kbDocsBucket.bucketName + docsBucketName: storage.kbDocsBucket.bucketName, + knowledgeSyncStateTable: tables.knowledgeSyncStateTable.table }) // Grant preprocessing Lambda access to the KMS key for S3 bucket storage.kbDocsKmsKey.grantEncryptDecrypt(functions.preprocessingFunction.executionRole) - // Create S3LambdaNotification to link S3 and NotifyS3UploadFunction + // Create AWS Lambdas to link S3 new S3LambdaNotification(this, "StorageNotificationQueue", { stackName: props.stackName, functions, diff --git a/packages/notifyS3UploadFunction/.vscode/settings.json b/packages/notifyS3UploadFunction/.vscode/settings.json deleted file mode 100644 index 985e3b3bb..000000000 --- a/packages/notifyS3UploadFunction/.vscode/settings.json +++ /dev/null @@ -1,3 +0,0 @@ -{ - "python.testing.pytestEnabled": true -} diff --git a/packages/notifyS3UploadFunction/app/__init__.py b/packages/notifyS3UploadFunction/app/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/notifyS3UploadFunction/app/core/__init__.py b/packages/notifyS3UploadFunction/app/core/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/notifyS3UploadFunction/app/core/config.py b/packages/notifyS3UploadFunction/app/core/config.py deleted file mode 100644 index be4907d9e..000000000 --- a/packages/notifyS3UploadFunction/app/core/config.py +++ /dev/null @@ -1,44 +0,0 @@ -from dataclasses import dataclass -import json -import os -import traceback -from functools import lru_cache -from typing import Tuple -from aws_lambda_powertools import Logger -from aws_lambda_powertools.utilities.parameters import get_parameter - -logger = Logger(service="syncKnowledgeBaseFunction") - - -@lru_cache() -def get_bot_token() -> Tuple[str, str]: - bot_token_parameter = os.environ["SLACK_BOT_TOKEN_PARAMETER"] - try: - bot_token_raw = get_parameter(bot_token_parameter, decrypt=True) - - if not bot_token_raw: - raise ValueError("Missing required parameters from Parameter Store") - - bot_token_data = json.loads(bot_token_raw) - bot_token = bot_token_data.get("token") - - if not bot_token: - raise ValueError("Missing required parameters: token or secret in Parameter Store values") - - except json.JSONDecodeError as e: - raise ValueError(f"Invalid JSON in Parameter Store: {e}") - except Exception: - logger.error("Configuration error", extra={"error": traceback.format_exc()}) - raise - return bot_token - - -@lru_cache() -def get_bot_on_prs() -> bool: - is_active_on_prs_str = os.environ.get("SLACK_BOT_ACTIVE_ON_PRS", "false").lower() - return is_active_on_prs_str == "true" - - -@dataclass -class SlackBotConfig: - SLACK_BOT_TOKEN_PARAMETER: str diff --git a/packages/notifyS3UploadFunction/app/handler.py b/packages/notifyS3UploadFunction/app/handler.py deleted file mode 100644 index d9788495c..000000000 --- a/packages/notifyS3UploadFunction/app/handler.py +++ /dev/null @@ -1,138 +0,0 @@ -""" -Lambda handler for notifying Slack channels of S3 uploads -""" - -from app.core.config import get_bot_on_prs, get_bot_token, logger -from aws_lambda_powertools.utilities.typing import LambdaContext -from slack_sdk import WebClient -from slack_sdk.errors import SlackApiError -import json -import urllib.request - - -def get_bot_channels(client): - """ - Fetches all public and private channels the bot is a member of. - """ - channel_ids = [] - try: - for result in client.conversations_list(types=["private_channel"], limit=1000): - for channel in result["channels"]: - channel_ids.append(channel["id"]) - except Exception as e: - logger.error(f"Network error listing channels: {str(e)}") - return [] - - return channel_ids - - -def post_message(client, channel_id, blocks, text_fallback): - """ - Posts the formatted message to a specific channel. - """ - try: - client.chat_postMessage(channel=channel_id, text=text_fallback, blocks=blocks) - return True - except SlackApiError as e: - logger.error(f"Error posting to {channel_id}: {str(e)}") - return False - except Exception as e: - logger.error(f"Error posting to {channel_id}: {str(e)}") - return False - - -def process_records(s3_event_body): - """ - Processes S3 event records to extract uploaded file names, - ignoring PR buckets if configured. - """ - uploaded_files = [] - try: - for s3_record in s3_event_body.get("Records", []): - bucket_name = s3_record["s3"].get("bucket", {}).get("name", None) - - run_on_pr = get_bot_on_prs() - if bucket_name is None: - # Ignore PR buckets - logger.info("Cannot find bucket name in record, skipping.") - continue - elif not run_on_pr and "pr-" in bucket_name: - logger.info(f'Skipping notification for PR bucket "{bucket_name}"') - continue - - file_key = s3_record["s3"]["object"]["key"] - file_key = urllib.parse.unquote_plus(file_key) - file_key = file_key.split("/")[-1] - uploaded_files.append(f"\t - *{file_key}*") - except Exception as e: - logger.error(f"Error processing records: {str(e)}") - - return uploaded_files - - -@logger.inject_lambda_context(log_event=True, clear_state=True) -def handler(event: dict, context: LambdaContext) -> dict: - """ - Expects a batch of S3 event records via SQS. - Parses the records, deduplicates file uploads, constructs a summary message, - and broadcasts it to all Slack channels the bot is a member of. - """ - default_error = {"status": "failed", "processed_files": 0, "channels_notified": 0} - uploaded_files = [] - - # Parse SQS Records - for sqs_record in event.get("Records", []): - logger.info(f"Processing SQS record ID: {sqs_record.get('messageId', 'unknown')}") - try: - s3_event_body = json.loads(sqs_record["body"]) - result = process_records(s3_event_body) - uploaded_files.extend(result) - except SlackApiError as e: - logger.error(f"Error parsing record: {e}") - except Exception as e: - logger.error(f"Error parsing record: {e}") - - # Find unique uploads - unique_files = list(set(uploaded_files)) - if not unique_files: - logger.info("No valid S3 records found in this batch.") - return {**default_error, "status": "skipped"} - - # Build blocks for Slack message - max_display = 10 - total_count = len(unique_files) - display_list = unique_files[:max_display] - more_count = total_count - max_display - - message_text = f":page_facing_up: *{total_count} New Document(s) Uploaded*:\n" + "\n".join(display_list) - if more_count > 0: - message_text += f"\n...and {more_count} more." - - blocks = [{"type": "section", "text": {"type": "mrkdwn", "text": message_text}}] - - # Create new client - token = get_bot_token() - client = WebClient(token=token) - response = client.auth_test() - - logger.info(f"Authenticated as bot user: {response.get('user_id', 'unknown')}", extra={"response": response}) - - # Get Channels where the Bot is a member - logger.info("Find bot channels...") - target_channels = get_bot_channels(client) - - success_count = 0 - if not target_channels: - logger.warning("Bot is not in any channels. No messages sent.") - return {"status": "failed", "processed_files": total_count, "channels_notified": success_count} - - # Broadcast Loop - logger.info(f"Broadcasting to {len(target_channels)} channels...") - - for channel_id in target_channels: - if post_message(client, channel_id, blocks, "S3 Update Detected"): - success_count += 1 - - logger.info(f"Broadcast complete. Success: {success_count}/{len(target_channels)}") - - return {"status": "success", "processed_files": total_count, "channels_notified": success_count} diff --git a/packages/notifyS3UploadFunction/pytest.ini b/packages/notifyS3UploadFunction/pytest.ini deleted file mode 100644 index 158575640..000000000 --- a/packages/notifyS3UploadFunction/pytest.ini +++ /dev/null @@ -1,8 +0,0 @@ -[pytest] -testpaths = tests -python_files = test_*.py -python_functions = test_* -addopts = -v --tb=short - -[coverage:run] -omit = */__init__.py diff --git a/packages/notifyS3UploadFunction/tests/__init__.py b/packages/notifyS3UploadFunction/tests/__init__.py deleted file mode 100644 index e69de29bb..000000000 diff --git a/packages/notifyS3UploadFunction/tests/conftest.py b/packages/notifyS3UploadFunction/tests/conftest.py deleted file mode 100644 index d81fc8142..000000000 --- a/packages/notifyS3UploadFunction/tests/conftest.py +++ /dev/null @@ -1,45 +0,0 @@ -import json -import pytest - -from unittest.mock import MagicMock, Mock, patch -import os - -TEST_BOT_TOKEN = "test-bot-token" - - -@pytest.fixture -def mock_env(): - """Mock environment variables""" - env_vars = { - "SLACK_BOT_TOKEN_PARAMETER": "/test/bot-token", - } - with patch.dict(os.environ, env_vars, clear=False): - yield env_vars - - -@pytest.fixture -def lambda_context(): - """Mock Lambda context""" - context = Mock() - context.function_name = "test-function" - context.aws_request_id = "test-request-id" - return context - - -@pytest.fixture -def mock_get_parameter(): - def fake_get_parameter(name: str, *args, **kwargs): - return { - "/test/bot-token": json.dumps({"token": TEST_BOT_TOKEN}), - }[name] - - with patch("app.core.config.get_parameter", side_effect=fake_get_parameter) as mock: - yield mock - - -@pytest.fixture -def mock_web_client(): - with patch("slack_sdk.WebClient") as mock_client_cls: - mock_instance = MagicMock() - mock_client_cls.return_value = mock_instance - yield mock_instance diff --git a/packages/notifyS3UploadFunction/tests/test_handlers.py b/packages/notifyS3UploadFunction/tests/test_handlers.py deleted file mode 100644 index ad30d784a..000000000 --- a/packages/notifyS3UploadFunction/tests/test_handlers.py +++ /dev/null @@ -1,293 +0,0 @@ -import json -import sys - - -def test_handler_successful_processing(mock_env, mock_get_parameter, mock_web_client, lambda_context): - """Test successful processing of S3 upload events""" - # Mock Slack client responses - mock_web_client.auth_test.return_value = {"user_id": "bot-user"} - mock_web_client.conversations_list.return_value = [{"channels": [{"id": "C123"}, {"id": "C456"}]}] - mock_web_client.chat_postMessage.return_value = None - - # Import after patching - if "app.handler" in sys.modules: - del sys.modules["app.handler"] - from app.handler import handler - - # Test event with S3 records - event = { - "Records": [ - { - "body": json.dumps( - { - "Records": [ - {"s3": {"bucket": {"name": "123"}, "object": {"key": "file1.pdf"}}}, - {"s3": {"bucket": {"name": "456"}, "object": {"key": "folder/file2.txt"}}}, - ] - } - ) - } - ] - } - - result = handler(event, lambda_context) - - # Assertions - assert result["status"] == "success" - assert result["processed_files"] == 2 - assert result["channels_notified"] == 2 - - # Verify Slack API calls - mock_web_client.auth_test.assert_called_once() - mock_web_client.conversations_list.assert_called_once_with(types=["private_channel"], limit=1000) - assert mock_web_client.chat_postMessage.call_count == 2 - - -def test_handler_no_files(mock_env, mock_get_parameter, mock_web_client, lambda_context): - """Test handler with no valid S3 records""" - # Mock Slack client - mock_web_client.auth_test.return_value = {"user_id": "bot-user"} - - if "app.handler" in sys.modules: - del sys.modules["app.handler"] - from app.handler import handler - - # Event with empty records - event = {"Records": []} - - result = handler(event, lambda_context) - - assert result["status"] == "skipped" - assert result["processed_files"] == 0 - assert result["channels_notified"] == 0 - - # Should not attempt to post messages - mock_web_client.chat_postMessage.assert_not_called() - - -def test_handler_parsing_error(mock_env, mock_get_parameter, mock_web_client, lambda_context): - """Test handler with malformed S3 event records""" - # Mock Slack client - mock_web_client.auth_test.return_value = {"user_id": "bot-user"} - mock_web_client.conversations_list.return_value = [{"channels": [{"id": "C123"}]}] - mock_web_client.chat_postMessage.return_value = None - - if "app.handler" in sys.modules: - del sys.modules["app.handler"] - from app.handler import handler - - # Event with invalid JSON in body - event = { - "Records": [ - {"body": "invalid json"}, - { - "body": json.dumps( - {"Records": [{"s3": {"bucket": {"name": "test"}, "object": {"key": "folder/file1.pdf"}}}]} - ) - }, - ] - } - - result = handler(event, lambda_context) - - # Should process the valid record - assert result["status"] == "success" - assert result["processed_files"] == 1 - assert result["channels_notified"] == 1 - - -def test_handler_deduplication(mock_env, mock_get_parameter, mock_web_client, lambda_context): - """Test that duplicate files are deduplicated""" - # Mock Slack client - mock_web_client.auth_test.return_value = {"user_id": "bot-user"} - mock_web_client.conversations_list.return_value = [{"channels": [{"id": "C123"}]}] - mock_web_client.chat_postMessage.return_value = None - - if "app.handler" in sys.modules: - del sys.modules["app.handler"] - from app.handler import handler - - # Event with duplicate files - event = { - "Records": [ - { - "body": json.dumps( - { - "Records": [ - {"s3": {"bucket": {"name": "123"}, "object": {"key": "folder/file1.pdf"}}}, - {"s3": {"bucket": {"name": "123"}, "object": {"key": "folder/file1.pdf"}}}, # duplicate - {"s3": {"bucket": {"name": "511"}, "object": {"key": "folder/file2.txt"}}}, - ] - } - ) - } - ] - } - - result = handler(event, lambda_context) - - # Should deduplicate to 2 unique files - assert result["status"] == "success" - assert result["processed_files"] == 2 - assert result["channels_notified"] == 1 - - -def test_handler_posting_failure(mock_env, mock_get_parameter, mock_web_client, lambda_context): - """Test handling of posting failures to some channels""" - from slack_sdk.errors import SlackApiError - - # Mock Slack client - mock_web_client.auth_test.return_value = {"user_id": "bot-user"} - mock_web_client.conversations_list.return_value = [{"channels": [{"id": "C123"}, {"id": "C456"}]}] - # First call succeeds, second fails - mock_web_client.chat_postMessage.side_effect = [None, SlackApiError("error", {"error": "channel_not_found"})] - - if "app.handler" in sys.modules: - del sys.modules["app.handler"] - from app.handler import handler - - event = { - "Records": [ - { - "body": json.dumps( - {"Records": [{"s3": {"bucket": {"name": "123"}, "object": {"key": "folder/file1.pdf"}}}]} - ) - } - ] - } - - result = handler(event, lambda_context) - - # Should still succeed but only notify 1 channel - assert result["status"] == "success" - assert result["processed_files"] == 1 - assert result["channels_notified"] == 1 - - assert mock_web_client.chat_postMessage.call_count == 2 - - -def test_handler_no_channels(mock_env, mock_get_parameter, mock_web_client, lambda_context): - """Test when bot is not a member of any channels""" - # Mock Slack client - mock_web_client.auth_test.return_value = {"user_id": "bot-user"} - mock_web_client.conversations_list.return_value = [{"channels": []}] # No channels - - if "app.handler" in sys.modules: - del sys.modules["app.handler"] - from app.handler import handler - - event = { - "Records": [ - { - "body": json.dumps( - {"Records": [{"s3": {"bucket": {"name": "test"}, "object": {"key": "folder/file1.pdf"}}}]} - ) - } - ] - } - - result = handler(event, lambda_context) - - assert result["status"] == "failed" - assert result["processed_files"] == 1 - assert result["channels_notified"] == 0 - - mock_web_client.chat_postMessage.assert_not_called() - - -def test_handler_many_files_truncation(mock_env, mock_get_parameter, mock_web_client, lambda_context): - """Test message truncation when there are many files""" - # Mock Slack client - mock_web_client.auth_test.return_value = {"user_id": "bot-user"} - mock_web_client.conversations_list.return_value = [{"channels": [{"id": "C123"}]}] - mock_web_client.chat_postMessage.return_value = None - - if "app.handler" in sys.modules: - del sys.modules["app.handler"] - from app.handler import handler - - # Create 15 files - files = [{"s3": {"bucket": {"name": "123"}, "object": {"key": f"folder/file{i}.pdf"}}} for i in range(15)] - event = {"Records": [{"body": json.dumps({"Records": files})}]} - - result = handler(event, lambda_context) - - assert result["status"] == "success" - assert result["processed_files"] == 15 - assert result["channels_notified"] == 1 - - # Check the message content - call_args = mock_web_client.chat_postMessage.call_args - blocks = call_args[1]["blocks"] - text = blocks[0]["text"]["text"] - assert "15 New Document(s) Uploaded" in text - assert "...and 5 more." in text # 10 displayed + 5 more - - -def test_handler_conversations_list_error(mock_env, mock_get_parameter, mock_web_client, lambda_context): - """Test handling of error when fetching channels""" - # Mock Slack client to raise error on conversations_list - mock_web_client.auth_test.return_value = {"user_id": "bot-user"} - mock_web_client.conversations_list.side_effect = Exception("Network error") - - if "app.handler" in sys.modules: - del sys.modules["app.handler"] - from app.handler import handler - - event = { - "Records": [ - { - "body": json.dumps( - {"Records": [{"s3": {"bucket": {"name": "123"}, "object": {"key": "folder/file1.pdf"}}}]} - ) - } - ] - } - - result = handler(event, lambda_context) - - # Should return false since no channels found - assert result["status"] == "failed" - assert result["processed_files"] == 1 - assert result["channels_notified"] == 0 - - mock_web_client.chat_postMessage.assert_not_called() - - -def test_handler_pr_branch(mock_env, mock_get_parameter, mock_web_client, lambda_context): - """Test skips processing of S3 upload events when bucket name indicates a PR branch""" - # Mock Slack client responses - mock_web_client.auth_test.return_value = {"user_id": "bot-user"} - mock_web_client.conversations_list.return_value = [{"channels": [{"id": "C123"}, {"id": "C456"}]}] - mock_web_client.chat_postMessage.return_value = None - - # Import after patching - if "app.handler" in sys.modules: - del sys.modules["app.handler"] - from app.handler import handler - - # Test event with S3 records - event = { - "Records": [ - { - "body": json.dumps( - { - "Records": [ - {"s3": {"bucket": {"name": "epsam-pr-123"}, "object": {"key": "file1.pdf"}}}, - {"s3": {"bucket": {"name": "epsam-pr-456"}, "object": {"key": "folder/file2.txt"}}}, - ] - } - ) - } - ] - } - - result = handler(event, lambda_context) - - # Assertions - assert result["status"] == "skipped" - assert result["processed_files"] == 0 - assert result["channels_notified"] == 0 - - # Verify Slack API calls - mock_web_client.conversations_list.assert_not_called() diff --git a/packages/syncKnowledgeBaseFunction/app/config/config.py b/packages/syncKnowledgeBaseFunction/app/config/config.py index 0d9981f91..fbdbce140 100644 --- a/packages/syncKnowledgeBaseFunction/app/config/config.py +++ b/packages/syncKnowledgeBaseFunction/app/config/config.py @@ -1,11 +1,63 @@ import os +import json +import traceback +from functools import lru_cache +from typing import Tuple from aws_lambda_powertools import Logger +from aws_lambda_powertools.utilities.parameters import get_parameter logger = Logger(service="syncKnowledgeBaseFunction") # Environment variables KNOWLEDGEBASE_ID = os.environ.get("KNOWLEDGEBASE_ID") DATA_SOURCE_ID = os.environ.get("DATA_SOURCE_ID") +SLACK_BOT_TOKEN_PARAMETER = os.environ.get("SLACK_BOT_TOKEN_PARAMETER") +AWS_ACCOUNT_ID = os.environ.get("AWS_ACCOUNT_ID") +SQS_URL = os.environ.get("SQS_URL") +SLACK_BOT_ACTIVE = os.environ.get("SLACK_BOT_ACTIVE", False) +KNOWLEDGE_SYNC_STATE_TABLE = os.environ.get("KNOWLEDGE_SYNC_STATE_TABLE", False) # Supported file types for Bedrock Knowledge Base ingestion SUPPORTED_FILE_TYPES = {".pdf", ".txt", ".md", ".csv", ".doc", ".docx", ".xls", ".xlsx", ".html", ".json"} + + +def to_bool(value: str | None) -> bool: + # 1. Handle None immediately + if value is None: + return False + + # 2. Normalize the string and check against "false" values + # We include '0' as a string and the integer 0 just in case + if str(value).lower() in ("false", "0", "none", "f", "n", "no"): + return False + + # 3. Otherwise, check if the string has content + return bool(value) + + +@lru_cache() +def get_bot_token() -> Tuple[str, str]: + try: + bot_token_raw = get_parameter(SLACK_BOT_TOKEN_PARAMETER, decrypt=True) + + if not bot_token_raw: + raise ValueError("Missing required parameters from Parameter Store") + + bot_token_data = json.loads(bot_token_raw) + bot_token = bot_token_data.get("token") + + if not bot_token: + raise ValueError("Missing required parameters: token or secret in Parameter Store values") + + except json.JSONDecodeError as e: + raise ValueError(f"Invalid JSON in Parameter Store: {e}") + except Exception: + logger.error("Configuration error", extra={"error": traceback.format_exc()}) + raise + return bot_token + + +@lru_cache() +def get_bot_active() -> bool: + is_active = os.environ.get("SLACK_BOT_ACTIVE", "false") + return to_bool(is_active) diff --git a/packages/syncKnowledgeBaseFunction/app/handler.py b/packages/syncKnowledgeBaseFunction/app/handler.py index 2ff65211e..a9bee7138 100644 --- a/packages/syncKnowledgeBaseFunction/app/handler.py +++ b/packages/syncKnowledgeBaseFunction/app/handler.py @@ -6,210 +6,670 @@ has access to the latest documentation for answering user queries. """ +import json import time import traceback +import uuid import boto3 -import json +from typing import Literal +from app.config.config import ( + KNOWLEDGEBASE_ID, + DATA_SOURCE_ID, + SUPPORTED_FILE_TYPES, + SQS_URL, + KNOWLEDGE_SYNC_STATE_TABLE, + get_bot_active, + get_bot_token, + logger, +) +from slack_sdk import WebClient +from slack_sdk.errors import SlackApiError +from slack_sdk.web import SlackResponse +from functools import cached_property from botocore.exceptions import ClientError -from app.config.config import KNOWLEDGEBASE_ID, DATA_SOURCE_ID, SUPPORTED_FILE_TYPES, logger +from boto3.dynamodb.conditions import Key + +bedrock_agent = boto3.client("bedrock-agent") +sqs = boto3.client("sqs") + +TaskStatus = Literal["in_progress", "complete"] + + +class DynamoDbHandler: + @cached_property + def table(self): + # This will only run once per instance of SlackActivityDB + print("Connecting to DynamoDB...") + dynamodb = boto3.resource("dynamodb") + return dynamodb.Table(KNOWLEDGE_SYNC_STATE_TABLE) + + def save_message(self, user_id, channel_id, ts): + """Saves a new message with default counters set to 0.""" + return self.update_message(user_id, channel_id, ts, 0, 0, 0) + + def update_message(self, user_id, channel_id, ts, created, modified, deleted): + """Updates an existing message or creates one with specific counters.""" + item = { + "user_channel_composite": f"{user_id}#{channel_id}", + "user_id": user_id, + "channel_id": channel_id, + "last_ts": str(ts), + "created": created, + "modified": modified, + "deleted": deleted, + } + try: + self.table.put_item(Item=item) + logger.info(f"Successfully processed ts {ts} for user {user_id} in {channel_id}") + except ClientError as e: + logger.error(f"Failed to save to DynamoDB: {e.response['Error']['Message']}") + + def get_sync_state(self, user_id, channel_id): + """ + Retrieves the latest message timestamp for a user in a specific channel. + Returns the timestamp as a string, or None if no record exists. + """ + try: + response = self.table.query( + KeyConditionExpression=Key("user_channel_composite").eq(f"{user_id}#{channel_id}"), + ScanIndexForward=False, + Limit=1, + ) -def is_supported_file_type(file_key): - """ - Check if file type is supported for Bedrock Knowledge Base ingestion - """ - return any(file_key.lower().endswith(ext) for ext in SUPPORTED_FILE_TYPES) + items = response.get("Items", []) + if not items: + logger.info(f"No previous record for {user_id} in {channel_id}") + return None + + latest_item = items[0] + logger.info("Found latest item", extra={"ts": latest_item.get("last_ts")}) + return latest_item + + except ClientError as e: + logger.error(f"DynamoDB Query Error: {e.response['Error']['Message']}") + return None + + +class SlackHandler: + + def __init__(self, silent=True): + self.silent: bool = silent + if self.silent: + logger.warning("Slack has been set to SILENT mode") + + self.fetching_block_id: str = uuid.uuid4().hex + self.update_block_id: str = uuid.uuid4().hex + self.slack_client: WebClient | None = None + self.messages: list[SlackResponse] = [] + self.default_slack_message: str = "Updating Source Files" + self.db_handler = DynamoDbHandler() + self.target_channels = [] + + def post_message(self, channel_id: str, blocks: list, text_fallback: str): + """Send a new message to Slack""" + try: + if self.silent: + mock_ts = f"{time.time():.6f}" + logger.info(f"[SILENT MODE] Would have posted to {channel_id}", extra={"ts": mock_ts, "blocks": blocks}) + + return {"ok": True, "channel": channel_id, "ts": mock_ts, "message": {"blocks": blocks}} + + return self.slack_client.chat_postMessage(channel=channel_id, text=text_fallback, blocks=blocks) + except SlackApiError as e: + logger.error(f"Error posting to {channel_id}: {str(e)}") + return None + except Exception as e: + logger.error(f"Error posting to {channel_id}: {str(e)}") + return None + + def update_message(self, channel_id: str, ts: str, blocks: list): + """Update an existing Slack Message""" + try: + if self.silent: + logger.info(f"[SILENT MODE] Would have posted to {channel_id}", extra={"blocks": blocks}) + return {"ok": True, "channel": channel_id, "ts": ts, "message": {"blocks": blocks}} + + return self.slack_client.chat_update( + channel=channel_id, ts=ts, blocks=blocks, text=self.default_slack_message + ) + except Exception as e: + logger.error(f"Error posting to {channel_id}: {str(e)}") + + def create_task( + self, + id, + title, + plan=None, + details=None, + outputs=None, + status: TaskStatus = "in_progress", + ): + """Create a new Slack Block Task for a Plan block""" + task = { + "task_id": id, + "title": title, + "status": status, + "details": { + "type": "rich_text", + "block_id": uuid.uuid4().hex, + "elements": [ + {"type": "rich_text_section", "elements": [{"type": "text", "text": detail}]} + for detail in (details if details else []) + ], + }, + "output": { + "type": "rich_text", + "block_id": uuid.uuid4().hex, + "elements": [ + {"type": "rich_text_section", "elements": [{"type": "text", "text": output}]} + for output in (outputs if outputs else []) + ], + }, + } + if plan: + plan["title"] = f"{title}..." + plan["status"] = status + plan["tasks"] += [task] + return task + + def update_task( + self, + id: str, + message: str, + status: TaskStatus = "in_progress", + output_message: str | None = None, + replace=False, + ): + # Add header + if self.slack_client is None: + logger.warning("No Slack client found, skipped update all tasks") + return + + for slack_message in self.messages: + channel_id = slack_message["channel"] + ts = slack_message["ts"] + + if slack_message is None: + logger.warning("No Slack message, skipping update task") + continue -def process_sqs_record(s3_record): - """ - Process a single Simple Queue Service record and prepare processing - of a S3 record. - """ - processed_files = [] # Track successfully processed file keys - job_ids = [] # Track started ingestion job IDs + blocks = slack_message.get("message", {}).get("blocks", []) + plan = next((block for block in blocks if block["type"] == "plan"), None) - body = json.loads(s3_record.get("body", "{}")) + if plan is None: + continue - s3_records = body.get("Records", []) + tasks = plan.get("tasks") - if not s3_records: - logger.warning("Skipping SQS event - no S3 events found.") - return {"processed_files": [], "job_ids": []} + if tasks is None: + logger.warning("No task found, skipping update task") + continue - for s3_index, s3_record in enumerate(s3_records): - if s3_record.get("eventSource") == "aws:s3": - # Process S3 event and start ingestion if valid - success, file_key, job_id = process_s3_record(s3_record, s3_index) - if success: - processed_files.append(file_key) - job_ids.append(job_id) - else: - # Skip non-S3 events - logger.warning( - "Skipping non-S3 event", + task = next((task for task in tasks if task["task_id"] == id), None) + if task is None: + logger.warning(f"Could not find task with task_id {id}, skipping update task") + continue + + details = task["details"] + if replace: + logger.warning("Replacing Plan Block details") + details["elements"] = [] + + details["elements"].append({"type": "rich_text_section", "elements": [{"type": "text", "text": message}]}) + + task["status"] = status + task["details"] = details + + if output_message: + output = task["output"] + output["elements"][0]["elements"][0]["text"] = output_message + task["output"] = output + + self.update_message(channel_id=channel_id, ts=ts, blocks=blocks) + + def update_task_db(self, created, modified, deleted): + try: + for slack_message in self.messages: + channel_id = slack_message["channel"] + ts = slack_message["ts"] + + logger.info( + "Updating database", + extra={ + "channel_id": channel_id, + "ts": ts, + "records_created": created, + "records_modified": modified, + "records_deleted": deleted, + }, + ) + + # Update data in database + self.db_handler.update_message( + user_id=self.user_id, + channel_id=channel_id, + ts=ts, + created=created, + modified=modified, + deleted=deleted, + ) + except Exception as e: + # Handle unexpected errors + logger.error( + "Unexpected error occurred", extra={ - "event_source": s3_record.get("eventSource"), - "record_index": s3_index + 1, + "status_code": 500, + "error_type": type(e).__name__, + "error_message": str(e), + "channel_id": channel_id, + "ts": ts, + "records_created": created, + "records_modified": modified, + "records_deleted": deleted, }, ) - return {"processed_files": processed_files, "job_ids": job_ids} + def get_bot_channels(self) -> list[str]: + """ + Fetches all public and private channels the bot is a member of. + """ + channel_ids = [] + try: + for result in self.slack_client.conversations_list(types=["private_channel"], limit=1000): + for channel in result["channels"]: + channel_ids.append(channel["id"]) + except Exception as e: + logger.error(f"Network error listing channels: {str(e)}") + return [] + + return channel_ids + + def create_default_response(self, channel_id, user_id, ts, blocks): + return { + "ok": True, + "channel": channel_id, + "ts": ts, + "message": { + "type": "message", + "text": "*My knowledge base has been updated!*", + "user": user_id, + "ts": ts, + "blocks": blocks, + }, + } + def get_latest_message(self, user_id, channel_id, blocks, s3_event_handler): + latest_message = self.db_handler.get_sync_state(user_id, channel_id) + + if latest_message is None: + return None + + last_ts = latest_message.get("last_ts") + if last_ts: + time_since_last = time.time() - float(last_ts) + # Check if message is less than 10 minutes old (600 seconds) + if time_since_last < 600: + logger.info( + f"Message recently sent to {channel_id} ({int(time_since_last)}s ago). Skipping new message." + ) + + s3_event_handler.created = int(latest_message.get("created", 0)) + s3_event_handler.modified = int(latest_message.get("modified", 0)) + s3_event_handler.deleted = int(latest_message.get("deleted", 0)) + + default = self.create_default_response( + channel_id=channel_id, user_id=user_id, ts=last_ts, blocks=blocks + ) + return default + return None + + def post_initial_message(self, user_id, channel_id, blocks): + logger.info("Creating new Slack Message") + response = self.post_message( + channel_id=channel_id, + blocks=blocks, + text_fallback="*My knowledge base has been updated!*", + ) -def process_s3_record(record, record_index): - """ - Process a single S3 record and start ingestion job if valid + if not response or not response.get("ok"): + logger.error("Error initialising Slack Message.", extra={"response": response}) + return None - Validates S3 record structure, checks file type support, and triggers - Bedrock Knowledge Base ingestion for supported documents. - """ - # Extract S3 event details - s3_info = record.get("s3", {}) - bucket_name = s3_info.get("bucket", {}).get("name") - object_key = s3_info.get("object", {}).get("key") - - # Skip malformed S3 records - if not bucket_name or not object_key: - logger.warning( - "Skipping invalid S3 record", - extra={ - "record_index": record_index + 1, - "has_bucket": bool(bucket_name), - "has_object_key": bool(object_key), - }, - ) - return False, None, None + new_ts = response.get("ts") + if new_ts: + self.db_handler.save_message(user_id, channel_id, new_ts) - # Skip unsupported file types to avoid unnecessary processing - if not is_supported_file_type(object_key): - logger.info( - "Skipping unsupported file type", - extra={ - "file_key": object_key, - "supported_types": list(SUPPORTED_FILE_TYPES), - "record_index": record_index + 1, + return response + + def initialise_slack(self): + # Create new client + token = get_bot_token() + slack_client = WebClient(token=token) + self.slack_client = slack_client + + response = slack_client.auth_test() + self.user_id = response.get("user_id", "unknown") + logger.info(f"Authenticated as bot user: {self.user_id}", extra={"response": response}) + + # Get Channels where the Bot is a member + logger.info("Find bot channels...") + self.target_channels = self.get_bot_channels() + + if not self.target_channels: + logger.warning("SKIPPING - Bot is not in any channels. No messages sent.") + return [] + + message_default_text = "I am currently syncing changes to my knowledge base.\n This may take a few minutes." + + # Build blocks for Slack message + blocks = [ + { + "type": "section", + "text": { + "type": "plain_text", + "text": message_default_text, + }, }, - ) - return False, None, None + { + "type": "plan", + "plan_id": uuid.uuid4().hex, + "title": "Processing File Changes...", + "tasks": [ + self.create_task( + id=self.fetching_block_id, + title="Fetching changes", + details=[], + outputs=["Searching"], + status="complete", + ), + self.create_task( + id=self.update_block_id, + title="Processing File Changes", + details=[], + outputs=["Initialising"], + status="in_progress", + ), + ], + }, + { + "type": "context", + "elements": [{"type": "plain_text", "text": "Please wait up-to 10 minutes for changes to take effect"}], + }, + ] + + return blocks + + def initialise_slack_messages(self, s3_event_handler: S3EventHandler): + """ + Create a new slack message to inform user of SQS event process progress + or skip if a message was recently created + """ + try: + blocks = self.initialise_slack() + + # Broadcast Loop + logger.info(f"Searching {len(self.target_channels)} channels...") + responses = [] + for channel_id in self.target_channels: + try: + latest_message = self.get_latest_message( + user_id=self.user_id, channel_id=channel_id, s3_event_handler=s3_event_handler, blocks=blocks + ) + if latest_message: + responses.append(latest_message) + continue - # Extract additional event metadata for logging - event_name = record["eventName"] - object_size = s3_info.get("object", {}).get("size", "unknown") + new_message = self.post_initial_message(user_id=self.user_id, channel_id=channel_id, blocks=blocks) + if new_message: + responses.append(new_message) - # Determine event type for proper handling - is_delete_event = event_name.startswith("ObjectRemoved") - is_create_event = event_name.startswith("ObjectCreated") + except Exception as e: + logger.error( + f"Failed to initialise slack message for channel: {channel_id}", extra={"exception": e} + ) - # Determine event type based on S3 event name - if is_delete_event: - event_type = "DELETE" - elif is_create_event: - event_type = "CREATE" - else: - event_type = "OTHER" + logger.info("Broadcast complete.", extra={"responses": len(responses)}) + self.messages = responses - logger.info( - "Processing S3 event", - extra={ - "event_name": event_name, - "event_type": event_type, - "bucket": bucket_name, - "key": object_key, - "object_size_bytes": object_size, - "is_delete_event": is_delete_event, - "record_index": record_index + 1, - }, - ) + except Exception as e: + logger.error(f"Failed to initialise slack messages: {str(e)}") - # Start Bedrock ingestion job (processes ALL files in data source) - # For delete events, this re-ingests remaining files and removes deleted ones from vector index - ingestion_start_time = time.time() - bedrock_agent = boto3.client("bedrock-agent") - - # Create descriptive message based on event type - if is_delete_event: - description = f"Auto-sync: File deleted ({object_key}) - Re-ingesting to remove from vector index" - elif is_create_event: - description = f"Auto-sync: File added/updated ({object_key}) - Adding to vector index" - else: - description = f"Auto-sync triggered by S3 {event_name} on {object_key}" - - response = bedrock_agent.start_ingestion_job( - knowledgeBaseId=KNOWLEDGEBASE_ID, - dataSourceId=DATA_SOURCE_ID, - description=description, - ) - ingestion_request_time = time.time() - ingestion_start_time + def complete_plan(self): + """Finish Slack Plan message block""" + logger.info("Completing Plan") + for slack_message in self.messages: + try: + if self.slack_client is None or slack_message is None: + logger.warning("No Slack client or message, skipping complete task") + continue - # Extract job details for tracking and logging - job_id = response["ingestionJob"]["ingestionJobId"] - job_status = response["ingestionJob"]["status"] + channel_id = slack_message["channel"] + ts = slack_message["ts"] + + # Update the event count in the plan block + blocks = slack_message.get("message", {}).get("blocks", []) + plan = next((block for block in blocks if block["type"] == "plan"), None) + + if plan: + plan["title"] = "Processing complete!" + for i, task in enumerate(plan["tasks"]): + task["status"] = "complete" + + self.update_message(channel_id=channel_id, ts=ts, blocks=blocks) + except Exception as e: + logger.error( + "Unexpected error occurred completing Slack message", + extra={ + "status_code": 500, + "error_type": type(e).__name__, + "error_message": str(e), + "error": traceback.format_exc(), + "e": e, + }, + ) + + +class S3EventHandler: + + def __init__(self): + self.created = 0 + self.modified = 0 + self.deleted = 0 + + @staticmethod + def is_supported_file_type(file_key): + """ + Check if file type is supported for Bedrock Knowledge Base ingestion + """ + return any(file_key.lower().endswith(ext) for ext in SUPPORTED_FILE_TYPES) + + @staticmethod + def validate_s3_event(bucket_name, object_key): + logger.info(f"validate_s3_event {bucket_name}, {object_key}") + if not bucket_name or not object_key: + logger.warning( + "Skipping invalid S3 record", + extra={ + "has_bucket": bool(bucket_name), + "has_object_key": bool(object_key), + }, + ) + return False - note = "Job processes all files in data source, not just trigger file" - if is_delete_event: - note += " - Deleted files will be removed from vector index" - elif is_create_event: - note += " - New/updated files will be added to vector index" + if not S3EventHandler.is_supported_file_type(object_key): + logger.info( + "Skipping unsupported file type", + extra={"file_key": object_key, "supported_types": list(SUPPORTED_FILE_TYPES)}, + ) + return False + return True - logger.info( - "Successfully started ingestion job", - extra={ - "job_id": job_id, - "job_status": job_status, - "knowledge_base_id": KNOWLEDGEBASE_ID, - "trigger_file": object_key, - "event_type": event_type, - "is_delete_event": is_delete_event, - "ingestion_request_duration_ms": round(ingestion_request_time * 1000, 2), - "note": note, - }, - ) + def process_multiple_s3_events(self, records: list, slack_handler: SlackHandler): + logger.info("Processing SQS record") - return True, object_key, job_id + self.created += len([r for r in records if "ObjectCreated" in r.get("eventName", "")]) + self.modified += len([r for r in records if "ObjectModified" in r.get("eventName", "")]) + self.deleted += len([r for r in records if "ObjectRemoved" in r.get("eventName", "")]) + total = self.created + self.modified + self.deleted -def handle_client_error(e, start_time): - """ - Handle AWS ClientError exceptions with appropriate responses + counts = [ + ("created", self.created), + ("modified", self.modified), + ("deleted", self.deleted), + ] + + # Generate the list only for non-zero values + message_list = [f"{count} files {action}" for action, count in counts if count > 0] + + if message_list and len(message_list) > 0: + slack_handler.update_task( + id=slack_handler.update_block_id, message="Update pending", output_message="Processing...", replace=True + ) + for i, message in enumerate(message_list): + output_message = f"Processed a total of {total} record(s)" if (i + 1 == len(message_list)) else None + slack_handler.update_task( + id=slack_handler.update_block_id, message=message, output_message=output_message, replace=(i == 0) + ) + slack_handler.update_task_db(created=self.created, modified=self.modified, deleted=self.deleted) + + @staticmethod + def start_ingestion_job(): + try: + response = bedrock_agent.start_ingestion_job( + knowledgeBaseId=KNOWLEDGEBASE_ID, + dataSourceId=DATA_SOURCE_ID, + description=str(time.time()), + ) + + job_id = response["ingestionJob"]["ingestionJobId"] + job_status = response["ingestionJob"]["status"] - Distinguishes between expected ConflictExceptions (job already running) - and other AWS service errors, providing appropriate HTTP responses. + logger.info( + "Successfully started ingestion job", + extra={"job_id": job_id, "job_status": job_status}, + ) + except Exception as e: + logger.error(f"Error starting ingestion: {str(e)}") + + def process_multiple_sqs_events(self, slack_handler: SlackHandler, s3_records): + """Handle multiple individual events from SQS""" + if s3_records and len(s3_records): + # Start the ingestion job + S3EventHandler.start_ingestion_job() + else: + logger.info("skipping start_ingestion") + + valid_records = [] + for record in s3_records: + if record.get("eventSource") != "aws:s3": + logger.warning( + "Skipping non-s3 event", + extra={"event_source": record.get("eventSource")}, + ) + continue + valid_records.append(record) + + # Process event details for the Slack Messages + if valid_records: + self.process_multiple_s3_events(records=valid_records, slack_handler=slack_handler) + + def process_batched_queue_events(self, slack_handler: SlackHandler, events: list): + """Handle collection of batched queue events""" + for i, event in enumerate(events): + body = json.loads(event.get("body", "{}")) + sqs_records = body.get("Records", []) + + if not sqs_records: + logger.warning("No records in event") + continue + + logger.info(f"Processing {len(sqs_records)} record(s)") + output_message = "Search Complete" if (i + 1 == len(events)) else None + slack_handler.update_task( + id=slack_handler.fetching_block_id, + message=f"Found {len(sqs_records)} events", + output_message=output_message, + replace=True, + ) + + self.process_multiple_sqs_events(slack_handler, sqs_records) + + logger.info(f"Completed {len(sqs_records)} event(s)") + + @staticmethod + def close_sqs_events(events): + logger.info(f"Closing {len(events)} sqs events") + for event in events: + receipt_handle = event.get("receiptHandle") or event.get("ReceiptHandle") + + if not receipt_handle: + logger.warning("No receipt handle found in event, skipping deletion.") + continue + + try: + sqs.delete_message(QueueUrl=SQS_URL, ReceiptHandle=receipt_handle) + logger.info("Successfully deleted sqs message from queue") + except Exception as e: + logger.error("Failed to delete sqs message from queue", extra={"Exception": e}) + + @staticmethod + def search_sqs_for_events(): + logger.info("Searching for new events") + response = sqs.receive_message(QueueUrl=SQS_URL, MaxNumberOfMessages=10, WaitTimeSeconds=20) + + events = [] + messages = response.get("Messages", []) + if not messages: + logger.warning("No messages found", extra={"response": response, "messages": messages}) + return events + + logger.info(f"Found {len(messages)} messages in SQS", extra={"response": response, "messages": messages}) + for message in messages: + body = message.get("Body", "{}") + message_events = json.loads(body) + if message_events: + events.append({"body": message.get("Body", "{}"), "receiptHandle": message.get("ReceiptHandle")}) + + logger.info(f"Found {len(messages)} total event(s) in SQS messages") + return events + + +def search_and_process_sqs_events(event): """ - error_code = e.response.get("Error", {}).get("Code", "Unknown") - error_message = e.response.get("Error", {}).get("Message", str(e)) + Check if there are waiting SQS events. + While SQS keep appearing, keep looking - limit to 20 iterations. + """ + events = event.get("Records", []) + loop_count = 20 - # ConflictException is expected when ingestion job already running - if error_code == "ConflictException": - logger.warning( - "Ingestion job already in progress - no action required", - extra={ - "status_code": 409, - "error_code": error_code, - "error_message": error_message, - "duration_ms": round((time.time() - start_time) * 1000, 2), - "explanation": "Normal when multiple files uploaded quickly", - }, - ) - return { - "statusCode": 409, - "body": "Files uploaded successfully - processing by existing ingestion job (no action required)", - } - else: - # Handle other AWS service errors - logger.error( - "AWS service error occurred", - extra={ - "status_code": 500, - "error_code": error_code, - "error_message": error_message, - "duration_ms": round((time.time() - start_time) * 1000, 2), - }, - ) - return { - "statusCode": 500, - "body": f"AWS error: {error_code} - {error_message}", - } + s3_event_handler = S3EventHandler() + + is_silent = not get_bot_active() # Mute Slack for PRs + slack_handler = SlackHandler(silent=is_silent) + slack_handler.initialise_slack_messages(s3_event_handler=s3_event_handler) + + for i in range(loop_count): + logger.info(f"Starting process round {i + 1}") + + # If we don't have events in hand, search the queue + if not events: + break + + # If we have events (either from the initial seed or the search above), process them + if events and len(events) > 0: + logger.info("Found events, process") + s3_event_handler.process_batched_queue_events(slack_handler, events) + if i > 0: # Only close if fetched, not received + s3_event_handler.close_sqs_events(events) + + # Clear the list so the NEXT loop iteration knows to search again + logger.info("Search for any prompts left in the queue") + events = s3_event_handler.search_sqs_for_events() + + slack_handler.complete_plan() @logger.inject_lambda_context(log_event=True, clear_state=True) @@ -219,9 +679,8 @@ def handler(event, context): """ start_time = time.time() - # Early validation of required configuration if not KNOWLEDGEBASE_ID or not DATA_SOURCE_ID: - logger.error( + logger.exception( "Missing required environment variables", extra={ "status_code": 500, @@ -240,58 +699,14 @@ def handler(event, context): ) try: - processed_files = [] # Track successfully processed file keys - job_ids = [] # Track started ingestion job IDs - - # Process each S3 event record in the SQS batch - for sqs_index, sqs_record in enumerate(event.get("Records", [])): - try: - if sqs_record.get("eventSource") != "aws:sqs": - logger.warning( - "Skipping non-SQS event", - extra={ - "event_source": sqs_record.get("eventSource"), - "record_index": sqs_index + 1, - }, - ) - continue - - logger.info("Processing SQS record", extra={"record_index": sqs_index + 1}) - results = process_sqs_record(sqs_record) - processed_files.extend(results["processed_files"]) - job_ids.extend(results["job_ids"]) - - except (json.JSONDecodeError, KeyError) as e: - logger.error(f"Failed to parse SQS body: {str(e)}") - continue + search_and_process_sqs_events(event) total_duration = time.time() - start_time - - logger.info( - "Knowledge base sync process completed", - extra={ - "status_code": 200, - "trigger_files_processed": len(processed_files), - "ingestion_jobs_started": len(job_ids), - "job_ids": job_ids, - "trigger_files": processed_files, - "total_duration_ms": round(total_duration * 1000, 2), - "knowledge_base_id": KNOWLEDGEBASE_ID, - "next_steps": "Monitor Bedrock console for ingestion job completion status", - }, - ) - + logger.info("Completed search and processing of sqs events", extra={"process_time": total_duration}) return { "statusCode": 200, - "body": ( - f"Successfully triggered {len(job_ids)} ingestion job(s) for {len(processed_files)} trigger file(s)", - ), + "body": ("Successfully polled and processed sqs events"), } - - except ClientError as e: - # Handle AWS service errors - return handle_client_error(e, start_time) - except Exception as e: # Handle unexpected errors logger.error( diff --git a/packages/syncKnowledgeBaseFunction/tests/test_app.py b/packages/syncKnowledgeBaseFunction/tests/test_app.py index ab0447024..a8063a70f 100644 --- a/packages/syncKnowledgeBaseFunction/tests/test_app.py +++ b/packages/syncKnowledgeBaseFunction/tests/test_app.py @@ -1,18 +1,46 @@ +import copy import json +import uuid import pytest import os -from unittest.mock import Mock, patch -from botocore.exceptions import ClientError +import sys +import itertools +from unittest.mock import Mock, patch, MagicMock, DEFAULT, call -@pytest.fixture +TEST_BOT_TOKEN = "test-bot-token" + + +@pytest.fixture(autouse=True) def mock_env(): - """Mock environment variables""" - env_vars = {"KNOWLEDGEBASE_ID": "test-kb-id", "DATA_SOURCE_ID": "test-ds-id", "AWS_REGION": "eu-west-2"} - with patch.dict(os.environ, env_vars): + env_vars = { + "KNOWLEDGEBASE_ID": "test-kb-id", + "DATA_SOURCE_ID": "test-ds-id", + "AWS_REGION": "eu-west-2", + "SQS_URL": "example", + "SLACK_BOT_ACTIVE": "true", + "KNOWLEDGE_SYNC_STATE_TABLE": "test-state-table", + } + + with patch.dict(os.environ, env_vars, clear=False): yield env_vars +@pytest.fixture(autouse=True) +def mock_dynamo_resource(): + """ + ADDED: Mocks boto3.resource globally to prevent real AWS DynamoDB calls + and simulate an empty table so the 10-minute block is never triggered. + """ + with patch("boto3.resource") as mock_resource: + mock_table = MagicMock() + # Returning an empty dict simulates a missing record, meaning + # "Item" won't be in the response, and the script proceeds normally. + mock_table.query.return_value = {} + mock_resource.return_value.Table.return_value = mock_table + yield mock_resource + + @pytest.fixture def lambda_context(): """Mock Lambda context""" @@ -23,7 +51,27 @@ def lambda_context(): @pytest.fixture -def s3_event(): +def mock_get_parameter(): + def fake_get_parameter(name: str, *args, **kwargs): + return { + "/test/bot-token": json.dumps({"token": "test-token"}), + "/test/signing-secret": json.dumps({"secret": "test-secret"}), + }[name] + + with patch("app.core.config.get_parameter", side_effect=fake_get_parameter) as mock: + yield mock + + +@pytest.fixture +def mock_get_bot_token(): + with patch("app.config.config.get_bot_token") as mock_get_bot_token: + mock_instance = MagicMock() + mock_get_bot_token.return_value = mock_instance + yield mock_instance + + +@pytest.fixture +def receive_s3_event(): """Mock S3 event""" return { "Records": [ @@ -49,7 +97,7 @@ def s3_event(): @pytest.fixture -def multiple_s3_event(): +def receive_multiple_s3_events(): """Mock S3 event with multiple records""" return { "Records": [ @@ -58,6 +106,14 @@ def multiple_s3_event(): "body": json.dumps( { "Records": [ + { + "eventSource": "aws:s3", + "eventName": "ObjectModified:Put", + "s3": { + "bucket": {"name": "test-bucket"}, + "object": {"key": "file4.pdf", "size": 1024}, + }, + }, { "eventSource": "aws:s3", "eventName": "ObjectCreated:Put", @@ -74,6 +130,14 @@ def multiple_s3_event(): "object": {"key": "file2.pdf", "size": 2048}, }, }, + { + "eventSource": "aws:s3", + "eventName": "ObjectRemoved:Delete", + "s3": { + "bucket": {"name": "test-bucket"}, + "object": {"key": "file3.pdf", "size": 512}, + }, + }, ] } ), @@ -82,33 +146,134 @@ def multiple_s3_event(): } +@pytest.fixture +def fetch_sqs_event(receive_s3_event): + """Mock incoming SQS event structure as expected by the new logic""" + return {"Messages": [{"MessageId": str(uuid.uuid4()), "Body": receive_s3_event["Records"][0]["body"]}]} + + +@pytest.fixture +def fetch_multiple_sqs_event(receive_multiple_s3_events): + """Mock incoming SQS event structure as expected by the new logic""" + return { + "Messages": [ + { + "MessageId": str(uuid.uuid4()), + "Body": receive_multiple_s3_events["Records"][0]["body"], + } + ] + } + + +@pytest.fixture +def slack_message_event(): + return { + "channel": "test", + "ts": "123456", + "message": { + "blocks": [ + { + "type": "plan", + "title": "Thinking completed", + "tasks": [ + { + "task_id": "call_001", + "title": "Fetched user profile information", + "status": "in_progress", + "details": { + "type": "rich_text", + "block_id": "viMWO", + "elements": [ + { + "type": "rich_text_section", + "elements": [{"type": "text", "text": "Searched database..."}], + } + ], + }, + "output": { + "type": "rich_text", + "block_id": "viMWO", + "elements": [ + { + "type": "rich_text_section", + "elements": [{"type": "text", "text": "Profile data loaded"}], + } + ], + }, + }, + { + "task_id": "call_002", + "title": "Checked user permissions", + "status": "pending", + }, + { + "task_id": "call_003", + "title": "Generated comprehensive user report", + "status": "complete", + "output": { + "type": "rich_text", + "block_id": "crsk", + "elements": [ + { + "type": "rich_text_section", + "elements": [{"type": "text", "text": "15 data points compiled"}], + } + ], + }, + }, + ], + } + ], + }, + } + + +@patch("app.handler.SlackHandler.initialise_slack_messages") +@patch("app.handler.SlackHandler.update_task_db") @patch("boto3.client") @patch("time.time") -def test_handler_success(mock_time, mock_boto_client, mock_env, lambda_context, s3_event): +def test_handler_success( + mock_time, + mock_boto_client, + mock_update_task_db, + mock_initialise_slack_messages, + mock_env, + lambda_context, + receive_s3_event, +): """Test successful handler execution""" mock_time.side_effect = [1000, 1001, 1002, 1003] mock_bedrock = mock_boto_client.return_value mock_bedrock.start_ingestion_job.return_value = { "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} } + mock_initialise_slack_messages.return_value = (DEFAULT, []) from app.handler import handler - result = handler(s3_event, lambda_context) + result = handler(receive_s3_event, lambda_context) assert result["statusCode"] == 200 - assert "Successfully triggered 1 ingestion job(s) for 1 trigger file(s)" in result["body"] - mock_boto_client.assert_called_with("bedrock-agent") + assert "Successfully polled and processed sqs events" in result["body"] + mock_boto_client.assert_any_call("bedrock-agent") + mock_boto_client.assert_any_call("sqs") mock_bedrock.start_ingestion_job.assert_called_once_with( knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", - description="Auto-sync: File added/updated (test-file.pdf) - Adding to vector index", + description="1001", ) @patch("boto3.client") @patch("time.time") -def test_handler_multiple_files(mock_time, mock_boto_client, mock_env, lambda_context, multiple_s3_event): +def test_handler_multiple_files( + mock_time, + mock_boto_client, + mock_env, + mock_get_bot_token, + lambda_context, + receive_multiple_s3_events, +): """Test handler with multiple S3 records""" mock_time.side_effect = [1000, 1001, 1002, 1003, 1004, 1005] mock_bedrock = mock_boto_client.return_value @@ -116,84 +281,319 @@ def test_handler_multiple_files(mock_time, mock_boto_client, mock_env, lambda_co "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} } - from app.handler import handler + # Force reload the module to catch the new patches + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + import app.handler - result = handler(multiple_s3_event, lambda_context) + with patch.object(app.handler.SlackHandler, "initialise_slack_messages", return_value=(DEFAULT, [])), patch.object( + app.handler.SlackHandler, "update_task_db" + ): + result = app.handler.handler(receive_multiple_s3_events, lambda_context) - assert result["statusCode"] == 200 - assert "Successfully triggered 2 ingestion job(s) for 2 trigger file(s)" in result["body"] - assert mock_bedrock.start_ingestion_job.call_count == 2 + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + assert mock_bedrock.start_ingestion_job.call_count == 1 @patch("boto3.client") @patch("time.time") -def test_handler_conflict_exception(mock_time, mock_boto_client, mock_env, lambda_context, s3_event): - """Test handler with ConflictException (job already running)""" - mock_time.side_effect = [1000, 1001, 1002] - error = ClientError( - error_response={"Error": {"Code": "ConflictException", "Message": "Job already running"}}, - operation_name="StartIngestionJob", - ) - mock_bedrock = mock_boto_client.return_value - mock_bedrock.start_ingestion_job.side_effect = error +def test_handler_fetch_files( + mock_time, + mock_boto_client, + mock_env, + mock_get_bot_token, + lambda_context, + receive_multiple_s3_events, + fetch_sqs_event, +): + """Test handler with multiple S3 records""" + mock_time.side_effect = [1000, 1001, 1002, 1003, 1004, 1005] - from app.handler import handler + mock_bedrock = MagicMock() + mock_sqs = MagicMock() + + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + mock_sqs.receive_message.side_effect = [fetch_sqs_event] + [{}] + + def boto_client_router(service_name, **kwargs): + if service_name == "bedrock-agent": + return mock_bedrock + elif service_name == "sqs": + return mock_sqs + return MagicMock() + + mock_boto_client.side_effect = boto_client_router + + # Force reload the module to catch the new patches + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + import app.handler - result = handler(s3_event, lambda_context) + with patch.object(app.handler.SlackHandler, "initialise_slack_messages", return_value=(DEFAULT, [])), patch.object( + app.handler.SlackHandler, "update_task_db" + ): + result = app.handler.handler(receive_multiple_s3_events, lambda_context) - assert result["statusCode"] == 409 - assert "Files uploaded successfully - processing by existing ingestion job" in result["body"] + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + assert mock_bedrock.start_ingestion_job.call_count == 2 @patch("boto3.client") @patch("time.time") -def test_handler_aws_error(mock_time, mock_boto_client, mock_env, lambda_context, s3_event): - """Test handler with other AWS error""" - mock_time.side_effect = [1000, 1001, 1002] - error = ClientError( - error_response={"Error": {"Code": "AccessDenied", "Message": "Access denied"}}, - operation_name="StartIngestionJob", - ) +def test_handler_fetch_multiple_files( + mock_time, + mock_boto_client, + mock_env, + mock_get_bot_token, + lambda_context, + receive_multiple_s3_events, + fetch_multiple_sqs_event, +): + """Test handler with multiple S3 records""" + mock_time.side_effect = [1000, 1001, 1002, 1003, 1004, 1005] + + mock_bedrock = MagicMock() + mock_sqs = MagicMock() + + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + mock_sqs.receive_message.side_effect = [fetch_multiple_sqs_event] + [{}] + + def boto_client_router(service_name, **kwargs): + if service_name == "bedrock-agent": + return mock_bedrock + elif service_name == "sqs": + return mock_sqs + return MagicMock() + + mock_boto_client.side_effect = boto_client_router + + # Force reload the module to catch the new patches + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + import app.handler + + with patch.object(app.handler.SlackHandler, "initialise_slack_messages", return_value=(DEFAULT, [])), patch.object( + app.handler.SlackHandler, "update_task_db" + ): + result = app.handler.handler(receive_multiple_s3_events, lambda_context) + + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + assert mock_bedrock.start_ingestion_job.call_count == 2 + + +@patch("boto3.client") +@patch("time.time") +def test_handler_fetch_multiple_files_infinite( + mock_time, + mock_boto_client, + mock_env, + mock_get_bot_token, + lambda_context, + receive_multiple_s3_events, + fetch_multiple_sqs_event, +): + """Test handler with fetching sqs events stops at 20 intervals""" + mock_time.side_effect = itertools.count(start=1000) + + mock_bedrock = MagicMock() + mock_sqs = MagicMock() + + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + mock_sqs.receive_message.side_effect = (fetch_multiple_sqs_event for _ in range(30)) + + def boto_client_router(service_name, **kwargs): + if service_name == "bedrock-agent": + return mock_bedrock + elif service_name == "sqs": + return mock_sqs + return MagicMock() + + mock_boto_client.side_effect = boto_client_router + + # Force reload the module to catch the new patches + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + import app.handler + + with patch.object(app.handler.SlackHandler, "initialise_slack_messages", return_value=(DEFAULT, [])), patch.object( + app.handler.SlackHandler, "update_task_db" + ): + result = app.handler.handler(receive_multiple_s3_events, lambda_context) + + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + assert mock_bedrock.start_ingestion_job.call_count == 20 + + +@patch("slack_sdk.WebClient") +@patch("app.config.config.get_bot_token") +@patch("boto3.resource") +@patch("boto3.client") +@patch("time.time") +def test_handler_slack_success( + mock_time, + mock_boto_client, + mock_boto_resource, + mock_get_bot_token, + mock_webclient_class, + mock_env, + lambda_context, + receive_s3_event, +): + """Test successful handler execution with actual Slack WebClient interaction""" + # Mock timing + mock_time.side_effect = [999, 1000, 1001, 1002, 1003, 1004, 1005] + + # Setup Boto3 Mock mock_bedrock = mock_boto_client.return_value - mock_bedrock.start_ingestion_job.side_effect = error + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + + mock_dynamo = mock_boto_resource.return_value + mock_dynamo.table.return_value = {} + + # Setup Slack SDK WebClient Mock + mock_slack_client = MagicMock() + mock_webclient_class.return_value = mock_slack_client + mock_get_bot_token.return_value = "test-bot-token" + + # Mock the initial auth and channel fetching + mock_slack_client.auth_test.return_value = {"user_id": "U123456"} + + # Needs to be a list because the handler uses: `for result in self.slack_client.conversations_list(...)` + mock_slack_client.conversations_list.return_value = [{"channels": [{"id": "C123456"}]}] + + # Echo the blocks back to mimic Slack's actual API response behavior. + def mock_post_message_side_effect(**kwargs): + return { + "ok": True, + "channel": kwargs.get("channel"), + "ts": "1002", + "message": {"blocks": kwargs.get("blocks", [])}, + } + + mock_slack_client.chat_postMessage.side_effect = mock_post_message_side_effect + mock_slack_client.chat_update.return_value = {"ok": True} + # Force module reload to apply new patches from the source modules + if "app.handler" in sys.modules: + del sys.modules["app.handler"] from app.handler import handler - result = handler(s3_event, lambda_context) + # Run the handler + result = handler(receive_s3_event, lambda_context) - assert result["statusCode"] == 500 - assert "AWS error: AccessDenied - Access denied" in result["body"] + # --- Assertions --- + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + + # Assert Boto3 was triggered correctly + mock_bedrock.start_ingestion_job.assert_called_once_with( + knowledgeBaseId="test-kb-id", + dataSourceId="test-ds-id", + description="1001", + ) + + # Assert Slack WebClient setup calls + mock_slack_client.auth_test.assert_called_once() + mock_slack_client.conversations_list.assert_called_once_with(types=["private_channel"], limit=1000) + # Assert Messages were posted and updated + mock_slack_client.chat_postMessage.assert_called_once() + assert mock_slack_client.chat_update.call_count == 4 # Update details, update tasks (+ clear), close + +@patch("app.config.config.get_bot_active") +@patch("slack_sdk.WebClient") +@patch("app.config.config.get_bot_token") @patch("boto3.client") @patch("time.time") -def test_handler_unexpected_error(mock_time, mock_boto_client, mock_env, lambda_context, s3_event): - """Test handler with unexpected error""" - mock_time.side_effect = [1000, 1001, 1002] +def test_handler_slack_silent_success( + mock_time, + mock_boto_client, + mock_get_bot_token, + mock_webclient_class, + mock_get_bot_active, + mock_env, + lambda_context, + receive_s3_event, +): + """Test successful handler execution with actual Slack WebClient interaction""" + # Mock timing + mock_time.side_effect = [1000, 1001, 1002, 1003, 1004, 1005] + + # Setup Boto3 Mock mock_bedrock = mock_boto_client.return_value - mock_bedrock.start_ingestion_job.side_effect = Exception("Unexpected error") + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + + # Setup Slack SDK WebClient Mock + mock_slack_client = MagicMock() + mock_webclient_class.return_value = mock_slack_client + mock_get_bot_token.return_value = "test-bot-token" + mock_get_bot_active.return_value = False + # Mock the initial auth and channel fetching + mock_slack_client.auth_test.return_value = {"user_id": "U123456"} + + # Needs to be a list because the handler uses: `for result in self.slack_client.conversations_list(...)` + mock_slack_client.conversations_list.return_value = [{"channels": [{"id": "123456"}]}] + + # Force module reload to apply new patches from the source modules + if "app.handler" in sys.modules: + del sys.modules["app.handler"] from app.handler import handler - result = handler(s3_event, lambda_context) + # Run the handler + result = handler(receive_s3_event, lambda_context) - assert result["statusCode"] == 500 - assert "Unexpected error: Unexpected error" in result["body"] + # --- Assertions --- + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + + # Assert Boto3 was triggered correctly + mock_bedrock.start_ingestion_job.assert_called_once_with( + knowledgeBaseId="test-kb-id", + dataSourceId="test-ds-id", + description="1002", + ) + + # Assert Slack WebClient setup calls + mock_slack_client.auth_test.assert_called_once() + mock_slack_client.conversations_list.assert_called_once_with(types=["private_channel"], limit=1000) + + # Assert Messages were posted and updated + mock_slack_client.chat_postMessage.assert_not_called() + mock_slack_client.chat_update.assert_not_called() @patch("app.handler.KNOWLEDGEBASE_ID", "") @patch("app.handler.DATA_SOURCE_ID", "") -def test_handler_missing_env_vars(lambda_context, s3_event): +@patch("boto3.client") +def test_handler_missing_env_vars(mock_boto, lambda_context, receive_s3_event): """Test handler with missing environment variables""" from app.handler import handler - result = handler(s3_event, lambda_context) + result = handler(receive_s3_event, lambda_context) assert result["statusCode"] == 500 assert "Configuration error" in result["body"] -def test_handler_invalid_s3_record(mock_env, lambda_context): +@patch("app.handler.SlackHandler.initialise_slack_messages") +@patch("boto3.client") +def test_handler_invalid_s3_record(mock_boto_client, mock_initialise_slack_messages, mock_env, lambda_context): """Test handler with invalid S3 record""" invalid_event = { "Records": [ @@ -207,16 +607,19 @@ def test_handler_invalid_s3_record(mock_env, lambda_context): } ] } + mock_initialise_slack_messages.return_value = (DEFAULT, []) from app.handler import handler result = handler(invalid_event, lambda_context) assert result["statusCode"] == 200 - assert "Successfully triggered 0 ingestion job(s) for 0 trigger file(s)" in result["body"] + assert "Successfully polled and processed sqs events" in result["body"] -def test_handler_non_s3_event(mock_env, lambda_context): +@patch("app.handler.SlackHandler.initialise_slack_messages") +@patch("boto3.client") +def test_handler_non_s3_event(mock_boto_client, mock_initialise_slack_messages, mock_env, lambda_context): """Test handler with non-S3 event""" non_s3_event = { "Records": [ @@ -226,27 +629,33 @@ def test_handler_non_s3_event(mock_env, lambda_context): } ] } + mock_initialise_slack_messages.return_value = (DEFAULT, []) from app.handler import handler result = handler(non_s3_event, lambda_context) assert result["statusCode"] == 200 - assert "Successfully triggered 0 ingestion job(s) for 0 trigger file(s)" in result["body"] + assert "Successfully polled and processed sqs events" in result["body"] -def test_handler_empty_records(mock_env, lambda_context): +@patch("app.handler.SlackHandler.initialise_slack_messages") +@patch("boto3.client") +def test_handler_empty_records(mock_boto_client, mock_initialise_slack_messages, mock_env, lambda_context): """Test handler with empty records""" empty_event = {"Records": []} + mock_initialise_slack_messages.return_value = (DEFAULT, []) from app.handler import handler result = handler(empty_event, lambda_context) assert result["statusCode"] == 200 - assert "Successfully triggered 0 ingestion job(s) for 0 trigger file(s)" in result["body"] + assert "Successfully polled and processed sqs events" in result["body"] +@patch("app.handler.SlackHandler.initialise_slack_messages") +@patch("boto3.client") @pytest.mark.parametrize( "filename,expected", [ @@ -270,14 +679,16 @@ def test_handler_empty_records(mock_env, lambda_context): ("no_extension", False), ], ) -def test_is_supported_file_type(filename, expected): +def test_is_supported_file_type(mock_boto_client, mock_initialise_slack_messages, filename, expected): """Test file type allowlist validation""" - from app.handler import is_supported_file_type + from app.handler import S3EventHandler - assert is_supported_file_type(filename) is expected + assert S3EventHandler.is_supported_file_type(filename) is expected -def test_handler_unsupported_file_type(mock_env, lambda_context): +@patch("app.handler.SlackHandler.initialise_slack_messages") +@patch("boto3.client") +def test_handler_unsupported_file_type(mock_boto_client, mock_initialise_slack_messages, mock_env, lambda_context): """Test handler skips unsupported file types""" unsupported_event = { "Records": [ @@ -291,55 +702,693 @@ def test_handler_unsupported_file_type(mock_env, lambda_context): } ] } + mock_initialise_slack_messages.return_value = (DEFAULT, []) from app.handler import handler result = handler(unsupported_event, lambda_context) assert result["statusCode"] == 200 - assert "Successfully triggered 0 ingestion job(s) for 0 trigger file(s)" in result["body"] + assert "Successfully polled and processed sqs events" in result["body"] +@patch("app.handler.SlackHandler.initialise_slack_messages") @patch("boto3.client") +@patch("slack_sdk.WebClient") @patch("time.time") -def test_handler_unknown_event_type(mock_time, mock_boto_client, mock_env, lambda_context): - """Test handler with unknown S3 event type""" +def test_SlackHandler_success( + mock_time, + mock_slack_client, + mock_boto_client, + mock_initialise_slack_messages, + mock_env, + lambda_context, + receive_s3_event, + slack_message_event, +): + """Test successful handler execution""" mock_time.side_effect = [1000, 1001, 1002, 1003] + + # Slack + mock_instance = mock_slack_client.return_value + mock_instance.chat_update.return_value = {"ok": True} + mock_initialise_slack_messages.return_value = (mock_instance, [slack_message_event]) + + # Boto mock_bedrock = mock_boto_client.return_value mock_bedrock.start_ingestion_job.return_value = { "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} } - unknown_event = { - "Records": [ - { - "eventSource": "aws:sqs", - "body": json.dumps( - { - "Records": [ - { - "eventSource": "aws:s3", - "eventName": "ObjectRestore:Completed", - "s3": { - "bucket": {"name": "test-bucket"}, - "object": {"key": "test-file.pdf", "size": 1024}, - }, - } - ] - } - ), - } + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + from app.handler import handler + + result = handler(receive_s3_event, lambda_context) + + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + mock_instance.chat_update.call_count = 2 + + +@patch("app.handler.SlackHandler.initialise_slack_messages") +@patch("boto3.client") +@patch("slack_sdk.WebClient") +@patch("time.time") +def test_SlackHandler_success_multiple( + mock_time, + mock_slack_client, + mock_boto_client, + mock_initialise_slack_messages, + mock_env, + lambda_context, + receive_s3_event, + slack_message_event, +): + """ + Test successful execution of slack messages. + Should not be any different then a single message + """ + mock_time.side_effect = [1000, 1001, 1002, 1003] + + # Slack + mock_instance = mock_slack_client.return_value + mock_instance.chat_update.return_value = {"ok": True} + mock_initialise_slack_messages.return_value = ( + mock_instance, + [slack_message_event, slack_message_event, slack_message_event], + ) + + # Boto + mock_bedrock = mock_boto_client.return_value + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + from app.handler import handler + + result = handler(receive_s3_event, lambda_context) + + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + mock_instance.chat_update.call_count = 2 + + +@patch("app.handler.SlackHandler.initialise_slack_messages") +@patch("boto3.client") +@patch("slack_sdk.WebClient") +@patch("time.time") +def test_SlackHandler_client_failure( + mock_time, + mock_slack_client, + mock_boto_client, + mock_initialise_slack_messages, + mock_env, + lambda_context, + receive_s3_event, + slack_message_event, +): + """ + Test successful execution of slack messages. + If a post fails to send, it shouldn't stop the rest of the items in the queue + """ + mock_time.side_effect = [1000, 1001, 1002, 1003] + + # Slack + mock_instance = mock_slack_client.return_value + mock_instance.chat_update.return_value = {"ok": False} + mock_initialise_slack_messages.return_value = ( + mock_instance, + [slack_message_event, slack_message_event, slack_message_event], + ) + + # Boto + mock_bedrock = mock_boto_client.return_value + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + from app.handler import handler + + result = handler(receive_s3_event, lambda_context) + + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + mock_instance.chat_update.call_count = 2 + + +@patch("slack_sdk.WebClient") +@patch("app.config.config.get_bot_token") +@patch("boto3.client") +@patch("time.time") +def test_process_s3_event_formatting( + mock_time, + mock_boto_client, + mock_get_bot_token, + mock_webclient_class, + mock_env, + lambda_context, + receive_s3_event, + fetch_sqs_event, +): + """Test successful handler execution with actual Slack WebClient interaction""" + # Mock timing + mock_time.side_effect = itertools.count(start=1000) + + # Setup Boto3 Mock + mock_bedrock = MagicMock() + mock_sqs = MagicMock() + + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + mock_sqs.receive_message.side_effect = [fetch_sqs_event for _ in range(1)] + [{}] + + def boto_client_router(service_name, **kwargs): + if service_name == "bedrock-agent": + return mock_bedrock + elif service_name == "sqs": + return mock_sqs + return MagicMock() + + mock_boto_client.side_effect = boto_client_router + + # Setup Slack SDK WebClient Mock + mock_slack_client = MagicMock() + mock_webclient_class.return_value = mock_slack_client + mock_get_bot_token.return_value = "test-bot-token" + + # Mock the initial auth and channel fetching + mock_slack_client.auth_test.return_value = {"user_id": "U123456"} + + # Needs to be a list because the handler uses: `for result in self.slack_client.conversations_list(...)` + mock_slack_client.conversations_list.return_value = [{"channels": [{"id": "C123456"}]}] + + # Echo the blocks back to mimic Slack's actual API response behavior. + def mock_post_message_side_effect(**kwargs): + return { + "ok": True, + "channel": kwargs.get("channel"), + "ts": "1002", + "message": {"blocks": kwargs.get("blocks", [])}, + } + + mock_slack_client.chat_postMessage.side_effect = mock_post_message_side_effect + mock_slack_client.chat_update.return_value = {"ok": True} + + # Force module reload to apply new patches from the source modules + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + from app.handler import handler + + # Run the handler + result = handler(receive_s3_event, lambda_context) + + # --- Assertions --- + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + + # Assert Boto3 was triggered correctly + mock_bedrock.start_ingestion_job.assert_has_calls( + [ + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1002"), ] + ) + + # Assert Slack WebClient setup calls + calls = mock_slack_client.chat_update.call_args_list + assert len(calls) > 0, "Expected chat_update to be called." + + # Verify the formatted message made its way into the blocks sent to chat_update + last_call_blocks_str = str(calls[-1].kwargs.get("blocks", [])) + assert "2 files created" in last_call_blocks_str + + +@patch("slack_sdk.WebClient") +@patch("app.config.config.get_bot_token") +@patch("boto3.client") +@patch("time.time") +def test_process_multiple_s3_event_formatting( + mock_time, + mock_boto_client, + mock_get_bot_token, + mock_webclient_class, + mock_env, + lambda_context, + receive_s3_event, + fetch_multiple_sqs_event, +): + """Test successful handler execution with actual Slack WebClient interaction""" + # Mock timing + mock_time.side_effect = itertools.count(start=1000) + + # Setup Boto3 Mock + mock_bedrock = MagicMock() + mock_sqs = MagicMock() + + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} } + mock_sqs.receive_message.side_effect = [fetch_multiple_sqs_event for _ in range(3)] + [{}] + + def boto_client_router(service_name, **kwargs): + if service_name == "bedrock-agent": + return mock_bedrock + elif service_name == "sqs": + return mock_sqs + return MagicMock() + + mock_boto_client.side_effect = boto_client_router + + # Setup Slack SDK WebClient Mock + mock_slack_client = MagicMock() + mock_webclient_class.return_value = mock_slack_client + mock_get_bot_token.return_value = "test-bot-token" + + # Mock the initial auth and channel fetching + mock_slack_client.auth_test.return_value = {"user_id": "U123456"} + + # Needs to be a list because the handler uses: `for result in self.slack_client.conversations_list(...)` + mock_slack_client.conversations_list.return_value = [{"channels": [{"id": "C123456"}]}] + + # Echo the blocks back to mimic Slack's actual API response behavior. + def mock_post_message_side_effect(**kwargs): + return { + "ok": True, + "channel": kwargs.get("channel"), + "ts": "1002", + "message": {"blocks": kwargs.get("blocks", [])}, + } + + mock_slack_client.chat_postMessage.side_effect = mock_post_message_side_effect + mock_slack_client.chat_update.return_value = {"ok": True} + + # Force module reload to apply new patches from the source modules + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + from app.handler import handler + + # Run the handler + result = handler(receive_s3_event, lambda_context) + + # --- Assertions --- + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + + # Assert Boto3 was triggered correctly + mock_bedrock.start_ingestion_job.assert_has_calls( + [ + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1002"), + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1003"), + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1004"), + ] + ) + # Assert Slack WebClient setup calls + calls = mock_slack_client.chat_update.call_args_list + assert len(calls) > 0, "Expected chat_update to be called." + + # Verify the formatted message made its way into the blocks sent to chat_update + last_call_blocks_str = str(calls[-1].kwargs.get("blocks", [])) + assert "4 files created" in last_call_blocks_str # +1 in initial call + assert "3 files modified" in last_call_blocks_str + assert "6 files deleted" in last_call_blocks_str + + +@patch("slack_sdk.WebClient") +@patch("app.config.config.get_bot_token") +@patch("boto3.client") +@patch("time.time") +def test_process_multiple_sqs_events_formatting( + mock_time, + mock_boto_client, + mock_get_bot_token, + mock_webclient_class, + mock_env, + lambda_context, + receive_s3_event, + fetch_multiple_sqs_event, +): + """Test successful handler execution with actual Slack WebClient interaction""" + # Mock timing + mock_time.side_effect = itertools.count(start=999) + + # Setup Boto3 Mock + mock_bedrock = MagicMock() + mock_sqs = MagicMock() + + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + mock_sqs.receive_message.side_effect = [fetch_multiple_sqs_event for _ in range(5)] + [{}] + + def boto_client_router(service_name, **kwargs): + if service_name == "bedrock-agent": + return mock_bedrock + elif service_name == "sqs": + return mock_sqs + return MagicMock() + + mock_boto_client.side_effect = boto_client_router + + # Setup Slack SDK WebClient Mock + mock_slack_client = MagicMock() + mock_webclient_class.return_value = mock_slack_client + mock_get_bot_token.return_value = "test-bot-token" + + # Mock the initial auth and channel fetching + mock_slack_client.auth_test.return_value = {"user_id": "U123456"} + + # Needs to be a list because the handler uses: `for result in self.slack_client.conversations_list(...)` + mock_slack_client.conversations_list.return_value = [{"channels": [{"id": "C123456"}]}] + + # Echo the blocks back to mimic Slack's actual API response behavior. + def mock_post_message_side_effect(**kwargs): + return { + "ok": True, + "channel": kwargs.get("channel"), + "ts": "1002", + "message": {"blocks": kwargs.get("blocks", [])}, + } + + mock_slack_client.chat_postMessage.side_effect = mock_post_message_side_effect + mock_slack_client.chat_update.return_value = {"ok": True} + + # Force module reload to apply new patches from the source modules + if "app.handler" in sys.modules: + del sys.modules["app.handler"] from app.handler import handler - result = handler(unknown_event, lambda_context) + # Run the handler + result = handler(receive_s3_event, lambda_context) + # --- Assertions --- assert result["statusCode"] == 200 - assert "Successfully triggered 1 ingestion job(s) for 1 trigger file(s)" in result["body"] - mock_bedrock.start_ingestion_job.assert_called_once_with( - knowledgeBaseId="test-kb-id", - dataSourceId="test-ds-id", - description="Auto-sync triggered by S3 ObjectRestore:Completed on test-file.pdf", + assert "Successfully polled and processed sqs events" in result["body"] + + # Assert Boto3 was triggered correctly + mock_bedrock.start_ingestion_job.assert_has_calls( + [ + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1000"), + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1001"), + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1002"), + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1003"), + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1004"), + call(knowledgeBaseId="test-kb-id", dataSourceId="test-ds-id", description="1005"), + ] + ) + + # Assert Slack WebClient setup calls + calls = mock_slack_client.chat_update.call_args_list + assert len(calls) > 0, "Expected chat_update to be called." + + # Verify the formatted message made its way into the blocks sent to chat_update + last_call_blocks_str = str(calls[-1].kwargs.get("blocks", [])) + assert "6 files created" in last_call_blocks_str # +1 initial call + assert "5 files modified" in last_call_blocks_str + assert "10 files deleted" in last_call_blocks_str + + +@patch("boto3.client") +def test_slack_handler_create_task_structure(mock_boto): + """Test create_task generates the exact nested dictionary structure required by Slack Block Kit""" + from app.handler import SlackHandler + + handler = SlackHandler() + plan_block = {"title": "Original Title", "tasks": []} + + # Generate a task and append it to the plan + task = handler.create_task( + id="test_task_123", + title="Syncing Documents", + plan=plan_block, + details=["Found 5 files"], + outputs=["All files synced"], + status="in_progress", ) + + # 1. Verify the standalone task dictionary structure + assert task["task_id"] == "test_task_123" + assert task["title"] == "Syncing Documents" + assert task["status"] == "in_progress" + + # 2. Verify the rich_text generation for details and outputs + assert len(task["details"]["elements"]) == 1 + assert task["details"]["elements"][0]["elements"][0]["text"] == "Found 5 files" + assert len(task["output"]["elements"]) == 1 + + # 3. Verify the side-effects on the passed `plan` dictionary + assert len(plan_block["tasks"]) == 1 + assert plan_block["title"] == "Syncing Documents..." # Method explicitly alters the plan title + + +@patch("boto3.client") +def test_slack_handler_complete_plan(mock_boto_client, slack_message_event, mock_env): + """Test complete_plan correctly mutates the message state and pushes updates""" + from app.handler import SlackHandler + + handler = SlackHandler(False) + handler.slack_client = MagicMock() + + # Deep copy the fixture so we don't mutate the global test state + mock_message = copy.deepcopy(slack_message_event) + handler.messages = [mock_message] + + # Execute + handler.complete_plan() + + # Verify the in-memory state was mutated correctly + plan_block = handler.messages[0]["message"]["blocks"][0] + assert plan_block["title"] == "Processing complete!" + + # Verify EVERY task within the plan was updated to "complete" + for task in plan_block["tasks"]: + assert task["status"] == "complete" + + # Verify the API call was made to push the mutated state + handler.slack_client.chat_update.assert_called_once_with( + channel="test", ts="123456", blocks=handler.messages[0]["message"]["blocks"], text="Updating Source Files" + ) + + +@patch("boto3.client") +def test_validate_s3_event_missing_keys(mock_boto): + """Test validation logic gracefully rejects payloads missing necessary S3 identifiers without throwing KeyError""" + from app.handler import S3EventHandler + + # Missing bucket + assert S3EventHandler.validate_s3_event(None, "doc.pdf") is False + assert S3EventHandler.validate_s3_event("", "doc.pdf") is False + + # Missing key + assert S3EventHandler.validate_s3_event("my-bucket", None) is False + assert S3EventHandler.validate_s3_event("my-bucket", "") is False + + # Valid + assert S3EventHandler.validate_s3_event("my-bucket", "doc.pdf") is True + + +@patch("app.handler.S3EventHandler.search_sqs_for_events") +@patch("app.handler.S3EventHandler.process_batched_queue_events") +@patch("app.handler.S3EventHandler.close_sqs_events") +@patch("app.handler.SlackHandler.initialise_slack_messages") +@patch("boto3.client") +def test_search_and_process_sqs_events(mock_boto, mock_slack_init, mock_close, mock_process, mock_search): + """Test the while-loop equivalent exits early when the queue is empty, rather than looping 20 times""" + from app.handler import search_and_process_sqs_events + + initial_event = {"Records": ["Initial Event"]} + + # Simulate finding 1 new event on the first search, then 0 on the second search + mock_search.side_effect = [[{"Records": ["Polled Event 1"]}]] + [ + [] + ] * 21 # Empty list triggers the `if not events: break` + + search_and_process_sqs_events(initial_event) + + assert mock_process.call_count == 2 + assert mock_search.call_count == 2 + assert mock_close.call_count == 1 # Don't close initial event + + +@patch("boto3.resource") +@patch("boto3.client") +def test_dynamodb_handler_save_last_message(mock_boto, mock_boto_resource, mock_env): + """Test that save_last_message formats the item correctly and calls put_item""" + from app.handler import DynamoDbHandler + + mock_table = MagicMock() + mock_boto_resource.return_value.Table.return_value = mock_table + + db_handler = DynamoDbHandler() + db_handler.save_message(user_id="U123", channel_id="C456", ts="1710581159.123456") + + mock_table.put_item.assert_called_once_with( + Item={ + "user_channel_composite": "U123#C456", + "user_id": "U123", + "channel_id": "C456", + "last_ts": "1710581159.123456", + "created": 0, + "modified": 0, + "deleted": 0, + } + ) + + +@patch("boto3.resource") +@patch("boto3.client") +def test_dynamodb_handler_get_sync_state_exists(mock_boto, mock_boto_resource, mock_env): + """Test retrieving a timestamp when a record already exists in the database""" + from app.handler import DynamoDbHandler + + mock_table = MagicMock() + # Simulate DynamoDB returning a found record + mock_table.query.return_value = {"Items": [{"last_ts": "999.999"}]} + mock_boto_resource.return_value.Table.return_value = mock_table + + db_handler = DynamoDbHandler() + result = db_handler.get_sync_state("U123", "C456") + + assert result.get("last_ts") == "999.999" + mock_table.query.assert_called_once() + + +@patch("slack_sdk.WebClient") +@patch("app.config.config.get_bot_token") +@patch("boto3.client") +@patch("time.time") +def test_handler_slack_skip_recent_update( + mock_time, + mock_boto_client, + mock_get_bot_token, + mock_webclient_class, + mock_env, + lambda_context, + receive_s3_event, + mock_dynamo_resource, +): + """Test successful handler execution with actual Slack WebClient interaction""" + # Mock timing + mock_time.side_effect = [1000, 1001, 1002, 1003, 1004, 1005] + + # Setup Boto3 Mock + mock_bedrock = mock_boto_client.return_value + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + + # Setup Slack SDK WebClient Mock + mock_slack_client = MagicMock() + mock_webclient_class.return_value = mock_slack_client + mock_get_bot_token.return_value = "test-bot-token" + + # Mock the initial auth and channel fetching + mock_slack_client.auth_test.return_value = {"user_id": "U123456"} + + # Needs to be a list because the handler uses: `for result in self.slack_client.conversations_list(...)` + mock_slack_client.conversations_list.return_value = [{"channels": [{"id": "C123456"}]}] + mock_slack_client.chat_update.return_value = {"ok": True} + mock_slack_client.create_default_response = {} + + # Force module reload to apply new patches from the source modules + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + from app.handler import handler + + with patch("app.handler.DynamoDbHandler") as mock_db_class: + mock_db_instance = mock_db_class.return_value + mock_db_instance.get_sync_state.return_value = {"last_ts": 1000} + + # Run the handler + result = handler(receive_s3_event, lambda_context) + + # --- Assertions --- + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + + # Assert Boto3 was triggered correctly + mock_bedrock.start_ingestion_job.assert_called_once_with( + knowledgeBaseId="test-kb-id", + dataSourceId="test-ds-id", + description="1002", + ) + + # Assert Slack WebClient setup calls + mock_slack_client.auth_test.assert_called_once() + mock_slack_client.conversations_list.assert_called_once_with(types=["private_channel"], limit=1000) + + # Assert Messages were posted and updated + mock_slack_client.chat_postMessage.assert_not_called() + + +@patch("slack_sdk.WebClient") +@patch("app.config.config.get_bot_token") +@patch("boto3.client") +@patch("time.time") +def test_handler_slack_use_recent_update( + mock_time, + mock_boto_client, + mock_get_bot_token, + mock_webclient_class, + mock_env, + lambda_context, + receive_s3_event, + mock_dynamo_resource, +): + """Test successful handler execution with actual Slack WebClient interaction""" + # Mock timing + mock_time.side_effect = [1000, 1001, 1002, 1003, 1004, 1005] + + # Setup Boto3 Mock + mock_bedrock = mock_boto_client.return_value + mock_bedrock.start_ingestion_job.return_value = { + "ingestionJob": {"ingestionJobId": "job-123", "status": "STARTING"} + } + + # Setup Slack SDK WebClient Mock + mock_slack_client = MagicMock() + mock_webclient_class.return_value = mock_slack_client + mock_get_bot_token.return_value = "test-bot-token" + + # Mock the initial auth and channel fetching + mock_slack_client.auth_test.return_value = {"user_id": "U123456"} + + # Needs to be a list because the handler uses: `for result in self.slack_client.conversations_list(...)` + mock_slack_client.conversations_list.return_value = [{"channels": [{"id": "C123456"}]}] + mock_slack_client.chat_update.return_value = {"ok": True} + mock_slack_client.create_default_response = {} + + # Force module reload to apply new patches from the source modules + if "app.handler" in sys.modules: + del sys.modules["app.handler"] + from app.handler import handler + + with patch("app.handler.DynamoDbHandler") as mock_db_class: + mock_db_instance = mock_db_class.return_value + mock_db_instance.get_sync_state.return_value = {"last_ts": 1} + + # Run the handler + result = handler(receive_s3_event, lambda_context) + + # --- Assertions --- + assert result["statusCode"] == 200 + assert "Successfully polled and processed sqs events" in result["body"] + + # Assert Boto3 was triggered correctly + mock_bedrock.start_ingestion_job.assert_called_once_with( + knowledgeBaseId="test-kb-id", + dataSourceId="test-ds-id", + description="1002", + ) + + # Assert Slack WebClient setup calls + mock_slack_client.auth_test.assert_called_once() + mock_slack_client.conversations_list.assert_called_once_with(types=["private_channel"], limit=1000) + + # Assert Messages were posted and updated + mock_slack_client.chat_postMessage.assert_called_once() diff --git a/poetry.lock b/poetry.lock index 5349dd87e..ed1012bf3 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 2.2.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.3.2 and should not be changed by hand. [[package]] name = "annotated-types" @@ -14,32 +14,32 @@ files = [ [[package]] name = "anyio" -version = "4.12.1" +version = "4.13.0" description = "High-level concurrency and networking framework on top of asyncio or Trio" optional = false -python-versions = ">=3.9" +python-versions = ">=3.10" groups = ["preprocessingfunction"] files = [ - {file = "anyio-4.12.1-py3-none-any.whl", hash = "sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c"}, - {file = "anyio-4.12.1.tar.gz", hash = "sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703"}, + {file = "anyio-4.13.0-py3-none-any.whl", hash = "sha256:08b310f9e24a9594186fd75b4f73f4a4152069e3853f1ed8bfbf58369f4ad708"}, + {file = "anyio-4.13.0.tar.gz", hash = "sha256:334b70e641fd2221c1505b3890c69882fe4a2df910cba14d97019b90b24439dc"}, ] [package.dependencies] idna = ">=2.8" [package.extras] -trio = ["trio (>=0.31.0) ; python_version < \"3.10\"", "trio (>=0.32.0) ; python_version >= \"3.10\""] +trio = ["trio (>=0.32.0)"] [[package]] name = "attrs" -version = "25.4.0" +version = "26.1.0" description = "Classes Without Boilerplate" optional = false python-versions = ">=3.9" groups = ["dev"] files = [ - {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"}, - {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"}, + {file = "attrs-26.1.0-py3-none-any.whl", hash = "sha256:c647aa4a12dfbad9333ca4e71fe62ddc36f4e63b2d260a37a8b83d2f043ac309"}, + {file = "attrs-26.1.0.tar.gz", hash = "sha256:d03ceb89cb322a8fd706d4fb91940737b6642aa36998fe130a9bc96c985eff32"}, ] [[package]] @@ -107,7 +107,7 @@ version = "3.26.0" description = "Powertools for AWS Lambda (Python) is a developer toolkit to implement Serverless best practices and increase developer velocity." optional = false python-versions = "<4.0.0,>=3.10" -groups = ["bedrockloggingconfigfunction", "notifys3uploadfunction", "preprocessingfunction", "slackbotfunction", "syncknowledgebasefunction"] +groups = ["bedrockloggingconfigfunction", "preprocessingfunction", "slackbotfunction", "syncknowledgebasefunction"] files = [ {file = "aws_lambda_powertools-3.26.0-py3-none-any.whl", hash = "sha256:a32d4bfa29aa806cca2eba2c607cf2d10f092506518b7a0bb7d894459998f3a1"}, {file = "aws_lambda_powertools-3.26.0.tar.gz", hash = "sha256:b1fc9f52ea2a179eb97e8b74ce1658b3dc67591566ec03402213943012406abf"}, @@ -132,14 +132,14 @@ valkey = ["valkey-glide (>=1.3.5,<3.0)"] [[package]] name = "aws-sam-translator" -version = "1.107.0" +version = "1.108.0" description = "AWS SAM Translator is a library that transform SAM templates into AWS CloudFormation templates" optional = false python-versions = "!=4.0,<=4.0,>=3.8" groups = ["dev"] files = [ - {file = "aws_sam_translator-1.107.0-py3-none-any.whl", hash = "sha256:95b2a03a87fb61d9a9e9e431a18e6221c4780b32792eed4b239e72ef7366d63b"}, - {file = "aws_sam_translator-1.107.0.tar.gz", hash 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"sha256:fb8c01fe6ab13b9b7cdb46892b99b1d66754e1d7ab8e542e865ec13f526b5351"}, ] [package.dependencies] @@ -3911,14 +3937,14 @@ files = [ [[package]] name = "xmltodict" -version = "1.0.2" +version = "1.0.4" description = "Makes working with XML feel like you are working with JSON" optional = false python-versions = ">=3.9" groups = ["dev"] files = [ - {file = "xmltodict-1.0.2-py3-none-any.whl", hash = "sha256:62d0fddb0dcbc9f642745d8bbf4d81fd17d6dfaec5a15b5c1876300aad92af0d"}, - {file = "xmltodict-1.0.2.tar.gz", hash = "sha256:54306780b7c2175a3967cad1db92f218207e5bc1aba697d887807c0fb68b7649"}, + {file = "xmltodict-1.0.4-py3-none-any.whl", hash = "sha256:a4a00d300b0e1c59fc2bfccb53d7b2e88c32f200df138a0dd2229f842497026a"}, + {file = "xmltodict-1.0.4.tar.gz", hash = "sha256:6d94c9f834dd9e44514162799d344d815a3a4faec913717a9ecbfa5be1bb8e61"}, ] [package.extras] @@ -3942,4 +3968,4 @@ requests = "*" [metadata] lock-version = "2.1" python-versions = "^3.14" -content-hash = "854926f301b99e105e977b4b4a7d487e312fe67634f3a0fef2e3008f8af72fb0" +content-hash = "e46904d90f64903439c5084c53caa88a23e8e06b4eec99960c45194507ed4a4a" diff --git a/pyproject.toml b/pyproject.toml index 7244d712d..5df4df660 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,6 +43,9 @@ boto3-stubs = {extras = ["bedrock-agent", "bedrock-agent-runtime", "bedrock-runt [tool.poetry.group.syncKnowledgeBaseFunction.dependencies] +urllib3 = "^2.6.3" +slack-bolt = "^1.25.0" +slack-sdk = "^3.40.1" boto3 = "^1.42.73" aws-lambda-powertools = "^3.26.0" @@ -59,12 +62,5 @@ aws-lambda-powertools = "^3.26.0" markitdown = {extras = ["pdf", "docx", "xlsx"], version = "^0.0.1a12"} -[tool.poetry.group.notifyS3UploadFunction.dependencies] -aws-lambda-powertools = "^3.26.0" -urllib3 = "^2.6.3" -slack-bolt = "^1.25.0" -slack-sdk = "^3.41.0" - - [tool.black] line-length = 120 diff --git a/scripts/run_sync.sh b/scripts/run_sync.sh index a0dc4b136..c0c6e5f24 100755 --- a/scripts/run_sync.sh +++ b/scripts/run_sync.sh @@ -71,13 +71,11 @@ echo "Installing dependencies locally" mkdir -p .dependencies poetry show --only=slackBotFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > .dependencies/requirements_slackBotFunction poetry show --only=syncKnowledgeBaseFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > .dependencies/requirements_syncKnowledgeBaseFunction -poetry show --only=notifyS3UploadFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > .dependencies/requirements_notifyS3UploadFunction poetry show --only=preprocessingFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > .dependencies/requirements_preprocessingFunction poetry show --only=bedrockLoggingConfigFunction | grep -E "^[a-zA-Z]" | awk '{print $1"=="$2}' > .dependencies/requirements_bedrockLoggingConfigFunction pip3 install -r .dependencies/requirements_slackBotFunction -t .dependencies/slackBotFunction/python pip3 install -r .dependencies/requirements_syncKnowledgeBaseFunction -t .dependencies/syncKnowledgeBaseFunction/python -pip3 install -r .dependencies/requirements_notifyS3UploadFunction -t .dependencies/notifyS3UploadFunction/python pip3 install -r .dependencies/requirements_preprocessingFunction -t .dependencies/preprocessingFunction/python pip3 install -r .dependencies/requirements_bedrockLoggingConfigFunction -t .dependencies/bedrockLoggingConfigFunction/python