diff --git a/Dockerfile b/Dockerfile
index 10a8270..05f897d 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -9,8 +9,8 @@ RUN go mod download
 COPY code/* /code/
 
 FROM base as build
-RUN go build -o main *.go \
-    && zip lambda.zip main
+RUN go build -o bootstrap *.go \
+    && zip lambda.zip bootstrap
 
 FROM base as test
 RUN go test
@@ -21,4 +21,4 @@ RUN golangci-lint run .
 FROM alpine as release
 WORKDIR /code
 COPY --from=build /code/lambda.zip /code/
-VOLUME /code
\ No newline at end of file
+VOLUME /code
diff --git a/README.md b/README.md
index b6f8b99..5cd946f 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# lm-logs-aws-integration
+# lm-logs-aws-integration (beta)
 This integration provides a CloudFormation template to forward logs from AWS CloudWatch to LogicMonitor.
 
 This CloudFormation template only deploys a log forwarder (lambda function) subscribed to a specific CloudWatch logs group for LogicMonitor. 
@@ -8,9 +8,12 @@ You will need to supply the following LogicMonitor credentials when configuring
 * LM Access ID
 * LM Access Key
 * LM Account Name
+* LM Account Domain
+
+**NOTE**: If the LM Account Domain is not specified, it defaults to "logicmonitor.com".
 
 ### Deploying lambda using CloudFormation
-[![Launch Stack](https://s3.amazonaws.com/cloudformation-examples/cloudformation-launch-stack.png)](https://console.aws.amazon.com/cloudformation/home#/stacks/create/review?stackName=lm-forwarder&templateURL=https://logicmonitor-logs-forwarder.s3.amazonaws.com/source/latest.yaml)
+[![Launch Stack](https://s3.amazonaws.com/cloudformation-examples/cloudformation-launch-stack.png)](https://console.aws.amazon.com/cloudformation/home#/stacks/create/review?stackName=lm-forwarder&templateURL=https://logicmonitor-logs-forwarder.s3.us-west-1.amazonaws.com/source/latest.yaml)
 
 ### Deploying lambda using Terraform
 **Sample configuration**
@@ -27,6 +30,10 @@ variable "lm_company_name" {
   description = "LogicMonitor Account Name"
 }
 
+variable "lm_company_domain" {
+  description = "LogicMonitor Account Domain"
+}
+
 # LogicMonitor Logs forwarder
 resource "aws_cloudformation_stack" "lm_forwarder" {
   name         = "lm-forwarder"
@@ -36,13 +43,14 @@ resource "aws_cloudformation_stack" "lm_forwarder" {
     LMAccessId                = var.lm_access_id
     LMAccessKey               = var.lm_access_key
     LMCompanyName             = var.lm_company_name
+    LMCompanyDomain           = var.lm_company_domain
     LMRegexScrub              = ""
     PermissionsBoundaryArn    = ""
   }
-  template_url = "https://lm-logs-forwarder-v2.s3.amazonaws.com/latest.yaml"
+  template_url = "https://logicmonitor-logs-forwarder.s3.us-west-1.amazonaws.com/source/latest.yaml"
 }
 ```
-`terraform apply --var 'lm_access_id=<lm_access_id>' --var 'lm_access_key=<lm_access_key>' --var 'lm_company_name=<lm_company_name>'`
+`terraform apply --var 'lm_access_id=<lm_access_id>' --var 'lm_access_key=<lm_access_key>' --var 'lm_company_name=<lm_company_name>' --var 'lm_company_domain=<lm_company_domain>'`
 
 ### Forwarding EC2 Instances logs
 Forward EC2 logs to CloudWatch, using the [CloudWatch Logs Agent](https://docs.aws.amazon.com/AmazonCloudWatch/latest/logs/QuickStartEC2Instance.html). 
@@ -77,6 +85,21 @@ To send Lambda logs to LogicMonitor, go to cloudwatch and find lambda's log grou
 1. Go to Cloudwatch, select the lambda's log group of which you want to forward logs , under Actions > Create Lambda subscription filter
 2. In Create Lambda subscription filter , select "Lambda Function" and choose "LMLogsForwarder" (or, whatever you named the Lambda function during stack creation) and click Start streaming.
 
+### Forwarding EKS logs
+Add an "Amazon CloudWatch Observability" plugin to existing or new cluster, OR
+Forward EKS logs to cloudwatch using [application metrics to cloudwatch](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/Container-Insights-setup-metrics.html) and [application logs to cloudwatch](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/Container-Insights-EKS-logs.html) using [Fluenbit](https://docs.aws.amazon.com/AmazonCloudWatch/latest/monitoring/Container-Insights-setup-logs-FluentBit.html)
+
+These steps create 5 different log groups into cloudwatch as below:
+1. /aws/containerInsights/<cluster-name>/application
+2. /aws/containerInsights/<cluster-name>/host
+3. /aws/containerInsights/<cluster-name>/performance
+4. /aws/containerInsights/<cluster-name>/dataplane
+5. /aws/eks/<cluster-name>/cluster
+
+To forward EKS logs to LogicMonitor, follow these steps for the specific log group you want to send:
+1. Go to Cloudwatch, select the EKS's log group of which you want to forward logs , under Actions > Create Lambda subscription filter
+2. In Create Lambda subscription filter , select "Lambda Function" and choose "LMLogsForwarder" (or, whatever you named the Lambda function during stack creation) and click Start streaming.
+
 ### Send flow logs from EC2
 1. Add below lines in permissions of lambda's role policy:
   "logs:CreateLogGroup",
@@ -141,119 +164,114 @@ For Error logging:
 As these logs are filtered from Cloudtrail, all the Cloudtrail steps needs to be implemented. No separate process is needed for ECS.
 
 ### Send ELB flow logs
-ELB flow logs to ECS:
-
-1. Add below lines in permissions of lambda's role policy:
+1.Add below lines in permissions of lambda's role policy:
        "logs:CreateLogGroup",
        "logs:CreateLogStream",
        "logs:PutLogEvents"
-
 2. Add below line in the Trust Relationship part of the role in the Service tag:
-      "vpc-flow-logs.amazonaws.com"
-
+       "vpc-flow-logs.amazonaws.com"
 3. A Log group in cloud watch should be created with name /aws/elb/networkInterface
-
 4. Use your ELB name to search in Network interfaces page. Select that Network interface row and create a flow log. In create flow log Destination log group should be /aws/elb/networkInterface and IAM role should be the role created in 1st and 2nd step.
-
-5. Go to /aws/elb/networkInterface log group. In Actions > Subscription filters > Create lambda subscription filter. In lambda function select “LMLogsForwarder” (or whatever you named the Lambda function during stack creation) and provide Subscription filter name. Hit Start Streaming.
-
-6. Logs will start to propagate through lambda to LogIngest.
+6. Go to /aws/elb/networkInterface log group. In Actions > Subscription filters > Create lambda subscription filter. In lambda function select “LMLogsForwarder” (or whatever you named the Lambda function during stack creation) and provide Subscription filter name. Hit Start Streaming.
+7. Logs will start to propagate through lambda to LogIngest.
 
 ### Send RDS logs
-RDS logs to ECS:
-
-1. Add below lines in permissions of lambda's role policy:
+1.Add below lines in permissions of lambda's role policy:
        "logs:CreateLogGroup",
        "logs:CreateLogStream",
        "logs:PutLogEvents"
-
 2. Add below line in the Trust Relationship part of the role in the Service tag:
        "vpc-flow-logs.amazonaws.com"
-
 3. A Log group in cloud watch should be created with name /aws/rds/networkInterface
-
 4. Use your RDS instance private IP address to search in Network interfaces page. Select that Network interface row and create a flow log. In create flow log Destination log group should be /aws/rds/networkInterface and IAM role should be the role created in 1st and 2nd step.
-
 5. Go to /aws/rds/networkInterface log group. In Actions > Subscription filters > Create lambda subscription filter. In lambda function select “LMLogsForwarder” (or whatever you named the Lambda function during stack creation) and provide Subscription filter name. Hit Start Streaming.
-
 6. Logs will start to propagate through lambda to LogIngest.
 
-### Send Fargate logs
-Fargate logs of ECS:
-
-1. Go to Task defination that you are using with your service in ECS cluster
-
-2. It should have "awslogs-group" as key and "/aws/fargate" as value in Container definition section of Task definition. If you are adding to already existing task definition than create new revision of Task definition and update Service in ECS cluster. Else if creating a new Task defination then make sure to attach it to Service in ECS cluster.
-
-3. Go to /aws/fargate log group. In Actions > Subscription filters > Create lambda subscription filter. In lambda function select “LMLogsForwarder” (or whatever you named the Lambda function during stack creation) and provide Subscription filter name. Hit Start Streaming.
-
-4. Logs will start to propagate through lambda to LogIngest.
-
-Fargate logs from EKS:
-
-1. Create a dedicated Kubernetes namespace named aws-observability.
-
-2. Save the following contents to a file named aws-observability-namespace.yaml on your computer. The value for name must be aws-observability and the aws-observability: enabled label is required.
-
-kind: Namespace
-apiVersion: v1
-metadata:
-  name: aws-observability
-  labels:
-    aws-observability: enabled
-
-
-3. Create the namespace.
-
-Save the following contents to a file named aws-logging-cloudwatch-configmap.yaml. Replace region-code with the AWS Region. The parameters under [OUTPUT] are required.
-
-kind: ConfigMap
-apiVersion: v1
-metadata:
-  name: aws-logging
-  namespace: aws-observability
-data:
-  output.conf: |
-    [OUTPUT]
-        Name cloudwatch_logs
-        Match   *
-        region region-code
-        log_group_name fluent-bit-cloudwatch
-        log_stream_prefix from-fluent-bit-
-        auto_create_group true
-        log_key log
- 
-  parsers.conf: |
-    [PARSER]
-        Name crio
-        Format Regex
-        Regex ^(?<time>[^ ]+) (?<stream>stdout|stderr) (?<logtag>P|F) (?<log>.*)$
-        Time_Key    time
-        Time_Format %Y-%m-%dT%H:%M:%S.%L%z
-   
-  filters.conf: |
-     [FILTER]
-        Name parser
-        Match *
-        Key_name log
-        Parser crio
-
-4. Apply the manifest to your cluster.
-
-  kubectl apply -f aws-logging-cloudwatch-configmap.yaml
-
-5. Download the CloudWatch IAM policy to your computer. You can also view the policy on GitHub.
-  curl -o permissions.json https://raw.githubusercontent.com/aws-samples/amazon-eks-fluent-logging-examples/mainline/examples/fargate/cloudwatchlogs/permissions.json
-
-6. Create an IAM policy from the policy file you downloaded in a previous step.
-     aws iam create-policy --policy-name eks-fargate-logging-policy --policy-document file://permissions.json
-
-7. Attach the IAM policy to the pod execution role specified for your Fargate profile. Replace 111122223333 with your account ID.
-  aws iam attach-role-policy \
---policy-arn arn:aws:iam::111122223333:policy/eks-fargate-logging-policy \
---role-name your-pod-execution-role
-
-8. Go to /aws/fargate log group. In Actions > Subscription filters > Create lambda subscription filter. In lambda function select “LMLogsForwarder” (or whatever you named the Lambda function during stack creation) and provide Subscription filter name. Hit Start Streaming.
-
-
-9. Logs will start to propagate through lambda to LogIngest.
+### Send Bedrock logs
+1. There are two types of logs supported by AWS Bedrock that can be sent to AWS Cloudwatch: Model invocation logging and Knowledge Base Logging
+2. For setting up the Model Invocation Logging follow [model invocation logging] (https://docs.aws.amazon.com/bedrock/latest/userguide/model-invocation-logging.html). For sending logs from the Knowledge base to Cloudwatch follow [Knowledge base logging] (https://docs.aws.amazon.com/bedrock/latest/userguide/knowledge-bases-logging.html)
+3. A Log group in cloud watch should be created with name that contains "bedrock" in it.
+4. To differentiate between modelInvocation logs and knowledge-base logs, for knowledge-base logs the Log group name should contain "knowledge-base" or "vendedlogs" (this is by default present so no need to modify it). For modelinvocation logs, the logstreams by default contain string "modelinvocations" in it.
+5. Go to Log Group created by bedrock as above. In Actions > Subscription filters > Create lambda subscription filter. In lambda function select “LMLogsForwarder” (or whatever you named the Lambda function during stack creation) and provide Subscription filter name. Hit Start Streaming.
+6. Logs will start to propagate through lambda to LogIngest.
+7. The Model Invocation logs will be mapped to the Bedrock model resource created in Logicmonitor and the knowledge-base logs will be mapped to the AWS account resource created in Logicmonitor.
+
+### Send Q Business Logs
+
+1. **Types of Logs Supported by AWS Q Business:**
+   - **User Conversation Logs:**
+     - **Content:** Records of user interactions, including messages and responses.
+     - **Purpose:** Analyze user behavior, identify common queries, and assess response quality.
+   - **Feedback Logs:**
+     - **Content:** User feedback on responses, such as thumbs-up or thumbs-down ratings.
+     - **Purpose:** Gauge user satisfaction and identify areas for improvement.
+   - **API Call Logs:**
+     - **Content:** Details of API requests made to Amazon Q Business services.
+     - **Purpose:** Audit API usage, monitor access patterns, and troubleshoot issues.
+
+2. **Steps to Enable Log Streaming to Amazon CloudWatch:**
+   - **Amazon CloudWatch Logs Setup:**
+     - In the **Amazon Q Business console**, navigate to your application environment.
+     - Go to **Enhancements > Admin Controls and Guardrails**.
+     - Under **Log delivery**, choose **Add** and select **Amazon CloudWatch Logs**.
+     - Specify the **destination log group** , make sure to add **"/aws/vendedlogs/qbusiness/"** to the *Destination Log Group*  and configure additional settings as needed.
+     - **Reference:** [Enabling Amazon Q Business user conversation logging](https://docs.aws.amazon.com/amazonq/latest/qbusiness-ug/cw-logs-enable-logging.html)
+
+3. **Sending logs from Cloudwatch to LM Portal**
+    - In the **Log Group** created for QBusiness logs, go to Subscription *Filter -> Create -> Create Lambda Subscription Filter*
+    - In lambda function select *“LMLogsForwarder”* (or whatever you named the Lambda function during stack creation) and provide Subscription filter name.
+    - Specify Subscription filter name, and click start streaming.
+
+
+<!-- ### Send Sagemaker logs
+1. There are three types of logs which we are supporting for AWS Sagemaker, that can be sent to AWS Cloudwatch: 
+    -Training Job Logs
+    -Processing Job Logs
+    -Endpoint Logs
+2. For setting these up we need to create the respective instances and we get respective groups created in cloudwatch, where the logs are sent.
+   Its `aws/Sagemaker/TrainingJobs`, `aws/Sagemaker/ProcessingJobs` and  `aws/Sagemaker/<name of endpoint instance>`.
+3. Go to Log Group created by Sagemaker as above. In Actions > Subscription filters > Create lambda subscription filter. In lambda function select “LMLogsForwarder” (or whatever you named the Lambda function during stack creation) and provide Subscription filter name. Hit Start Streaming.
+3. Logs will start to propagate through lambda to LogIngest.
+5. The Endpoint logs will be mapped to the Endpoint resource discovered in Logicmonitor and the TrainingJob and ProcessingJob logs will be mapped to the AWS account resource created in Logicmonitor. -->
+
+
+### Send Sagemaker logs
+
+To send AWS SageMaker logs to AWS CloudWatch, three log types are supported: ` Training Job Logs, Processing Job Logs, and Endpoint Logs `. For each log type, you need to create the corresponding instances, which will generate CloudWatch log groups where the logs will be sent. These log groups include:
+
+`aws/Sagemaker/TrainingJobs`
+`aws/Sagemaker/ProcessingJobs`
+`aws/Sagemaker/<endpoint_name>`
+
+To set up log forwarding, follow these steps:
+
+  1. Navigate to the log group created by SageMaker in CloudWatch.
+  2. Go to Actions > Subscription Filters > Create Lambda Subscription Filter.
+  3. In the Lambda function dropdown, select the function you created (e.g., “LMLogsForwarder”).
+  4. Provide a name for the subscription filter and click Start Streaming.
+
+The logs will now flow through the Lambda function to LogIngest. SageMaker endpoint logs will be mapped to the corresponding endpoint resource in LogicMonitor, while the Training and Processing Job logs will be mapped to the AWS account resource created in LogicMonitor.
+
+### Send Q Business API Call Logs using cloudtrail
+
+To send API call logs from AWS Q Business to LogicMonitor using cloudtrail, follow these steps: 
+1. **Enable CloudTrail for Management Events:**
+   - Open the AWS Console > CloudTrail > Trails
+   - Click Create trail or edit an existing trail
+   - Under Management events:
+     - Enable Read and Write management events 
+     - This will capture all AwsApiCall events — including those from **qbusiness.amazonaws.com**
+2. **Forward Events to CloudWatch Logs**
+   - In the same CloudTrail trail configuration, under CloudWatch Logs:
+     - Enable CloudWatch Logs
+     - Specify a log group name (e.g., `/aws/cloudtrail/qbusiness`)
+     - Create or select an IAM role that allows CloudTrail to publish logs to CloudWatch
+3. **Create Lambda Subscription Filter**
+   - Go to the CloudWatch Logs console
+   - Select the log group created in step 2 (e.g., `/aws/cloudtrail/qbusiness`)
+   - Click on Actions > Create Lambda subscription filter
+   - Choose the Lambda function you created (e.g., “LMLogsForwarder”)
+   - Provide a name for the subscription filter and click Start streaming
+4. **Verify Logs in LogicMonitor**
+   - After a few minutes, check your LogicMonitor portal to see if the API call logs from AWS Q Business are being ingested correctly.
+   - The logs should be associated with the AWS account resource created in your LogicMonitor portal.
diff --git a/cloudformation.yaml b/cloudformation.yaml
index 9f5fa74..999b77f 100644
--- a/cloudformation.yaml
+++ b/cloudformation.yaml
@@ -1,25 +1,116 @@
 AWSTemplateFormatVersion: "2010-09-09"
 Transform: AWS::Serverless-2016-10-31
-Description: Pushes logs from AWS to Logic Monitor logs endpoint.
+Description: Pushes logs from AWS to LogicMonitor logs endpoint.
 Mappings:
   Constants:
     LMForwarder:
-      Version: 1.0.0
+      Version: 1.8.0
+  RegionToLayerArnMap:
+    us-east-1:
+      "LayerArn": "arn:aws:lambda:us-east-1:177933569100:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    us-east-2:
+      "LayerArn": "arn:aws:lambda:us-east-2:590474943231:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    eu-west-1:
+      "LayerArn": "arn:aws:lambda:eu-west-1:015030872274:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    eu-west-2:
+      "LayerArn": "arn:aws:lambda:eu-west-2:133256977650:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    eu-west-3:
+      "LayerArn": "arn:aws:lambda:eu-west-3:780235371811:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    us-west-2:
+      "LayerArn": "arn:aws:lambda:us-west-2:345057560386:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    us-west-1:
+      "LayerArn": "arn:aws:lambda:us-west-1:997803712105:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    ca-central-1:
+      "LayerArn": "arn:aws:lambda:ca-central-1:200266452380:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    eu-central-1:
+      "LayerArn": "arn:aws:lambda:eu-central-1:187925254637:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    eu-central-2:
+      "LayerArn": "arn:aws:lambda:eu-central-2:772501565639:layer:AWS-Parameters-and-Secrets-Lambda-Extension:1"
+    eu-north-1:
+      "LayerArn": "arn:aws:lambda:eu-north-1:427196147048:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    eu-south-1:
+      "LayerArn": "arn:aws:lambda:eu-south-1:325218067255:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    eu-south-2:
+      "LayerArn": "arn:aws:lambda:eu-south-2:524103009944:layer:AWS-Parameters-and-Secrets-Lambda-Extension:1"
+    cn-north-1:
+      "LayerArn": "arn:aws-cn:lambda:cn-north-1:287114880934:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    cn-northwest-1:
+      "LayerArn": "arn:aws-cn:lambda:cn-northwest-1:287310001119:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    ap-east-1:
+      "LayerArn": "arn:aws:lambda:ap-east-1:768336418462:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    ap-south-2:
+      "LayerArn": "arn:aws:lambda:ap-south-2:070087711984:layer:AWS-Parameters-and-Secrets-Lambda-Extension:1"
+    ap-northeast-1:
+      "LayerArn": "arn:aws:lambda:ap-northeast-1:133490724326:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    ap-northeast-3:
+      "LayerArn": "arn:aws:lambda:ap-northeast-3:576959938190:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    ap-northeast-2:
+      "LayerArn": "arn:aws:lambda:ap-northeast-2:738900069198:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    ap-southeast-1:
+      "LayerArn": "arn:aws:lambda:ap-southeast-1:044395824272:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    ap-southeast-2:
+      "LayerArn": "arn:aws:lambda:ap-southeast-2:665172237481:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    ap-southeast-3:
+      "LayerArn": "arn:aws:lambda:ap-southeast-3:490737872127:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    ap-south-1:
+      "LayerArn": "arn:aws:lambda:ap-south-1:176022468876:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    sa-east-1:
+      "LayerArn": "arn:aws:lambda:sa-east-1:933737806257:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    af-south-1:
+      "LayerArn": "arn:aws:lambda:af-south-1:317013901791:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    me-central-1:
+      "LayerArn": "arn:aws:lambda:me-central-1:858974508948:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    me-south-1:
+      "LayerArn": "arn:aws:lambda:me-south-1:832021897121:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    us-gov-east-1:
+      "LayerArn": "arn:aws-us-gov:lambda:us-gov-east-1:129776340158:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
+    us-gov-west-1:
+      "LayerArn": "arn:aws-us-gov:lambda:us-gov-west-1:127562683043:layer:AWS-Parameters-and-Secrets-Lambda-Extension:4"
 Parameters:
   LMCompanyName:
     Type: String
     Default: ""
     Description: The LogicMonitor acccount name.
+  LMCompanyDomain:
+    Type: String
+    Description: The LogicMonitor acccount domain.
+    AllowedValues: [ logicmonitor.com, lmgov.us, qa-lmgov.us ]
+    Default: "logicmonitor.com"
   LMAccessId:
     Type: String
     NoEcho: true
     Default: ""
-    Description: The LM API tokens access ID
+    Description: The LogicMonitor API tokens access ID
   LMAccessKey:
     Type: String
     NoEcho: true
     Default: ""
-    Description: The LM API tokens access key
+    Description: The LogicMonitor API tokens access key
+  LMBearerToken:
+    Type: String
+    NoEcho: true
+    Default: ""
+    Description: The LogicMonitor API Bearer token. (You must specify LMBearerToken if not providing LMAccessId, LMAccessKey. In case you provide all, LMAccessId and LMAccessKey will be used to authenticate with Logicmonitor.  )
+  Metadata:
+    Type: CommaDelimitedList
+    Description: Metadata if any
+    Default: awsRegion, arn
+    AllowedValues:
+      - awsRegion
+      - arn
+  MetadataKeysForJsonLogs:
+    Type: CommaDelimitedList
+    Description: Json keys to include in event metadata for cloudtaril logs and cloudwatch logs of json type
+    Default: ""
+  LMTenantIdentifier:
+    Type: String
+    Description: LogicMonitor Tenant Identifier send in the metadata with logs to LogicMonitor portal
+    Default: ""
+  UseSecretManagerForStoringSecrets:
+    Type: String
+    Description: If true it will use secrets manager and cache the credentials which can incur cost to secrets manager.If false it will use enviromental variables
+    AllowedValues: [true, false]
+    Default: "false"
   FunctionName:
     Type: String
     Default: LMLogsForwarder
@@ -36,12 +127,36 @@ Parameters:
     Description:  The memory size for the LM Forwarder lambda function
   FunctionTimeoutInSeconds:
     Type: Number
-    Default: 120
+    Default: 360
     Description: The timeout for the LM Forwarder lambda function
   PermissionsBoundaryArn:
     Type: String
     Default: ""
     Description: ARN for the Permissions Boundary Policy
+  AccountLevelSubscription:
+    Type: String
+    AllowedValues: [true, false]
+    Default: "false"
+    Description: If true it will enable account level subscription to forward logs to the LMLogsForwarder lambda.
+  FilterPattern:
+    Type: String
+    Description: Specify the log event structure and any filter conditions to apply on your log data as it gets streamed to LMLogsForwarder lambda. Only applicable if AccountLevelSubscription is true.
+    Default: ""
+  SelectionCriteria:
+    Type: String
+    Description: Use this parameter to apply a subscription filter policy to a subset of log groups in the account. The string can be up to 25KB in length. Example LogGroupName NOT IN ["MyLogGroup", "MyAnotherLogGroup"]
+    Default: ""
+
+Rules:
+  NoAccessIdKeyProvided:
+    RuleCondition: !Or [!Equals [!Ref LMAccessId, ""], !Equals [!Ref LMAccessKey, ""]]
+    Assertions:
+      - AssertDescription: Please specify either LMAccessId, LMAccessKey both or LMBearerToken to authenticate with Logicmonitor.
+        Assert: !Not
+          - !Equals
+            - !Ref LMBearerToken
+            - ""
+
 Resources:
   Forwarder:
     Type: AWS::Serverless::Function
@@ -50,25 +165,38 @@ Resources:
       FunctionName:
         Ref: FunctionName
       Description: Pushes aws logs to Logic Monitor log endpoint.
-      Handler: main
+      Handler: bootstrap
       MemorySize:
         Ref: FunctionMemorySize
-      Runtime: go1.x
-      CodeUri: 
+      Runtime: provided.al2
+      CodeUri:
         Bucket: !Ref ForwarderZipsBucket
         Key: main.zip
       Timeout:
         Ref: FunctionTimeoutInSeconds
+      Layers:
+        - Fn::If:
+            - CreateSecretManager
+            - !FindInMap [RegionToLayerArnMap, !Ref "AWS::Region", LayerArn]
+            - Ref: AWS::NoValue
       Environment:
         Variables:
-          LM_COMPANY_NAME:
+          LM_ACCOUNT:
             Ref: LMCompanyName
-          LM_ACCESS_ID_ARN:
-            Ref: AccessIdSecret
-          LM_ACCESS_KEY_ARN:
-            Ref: AccessKeySecret
+          LM_ACCOUNT_DOMAIN:
+            Ref: LMCompanyDomain
+          METADATA: !Join [",", !Ref Metadata]
+          LOGICMONITOR_ACCESS_ID: !If [UseLMV1ForAuth, !If [CreateSecretManager, !Ref AccessIdSecret, !Ref LMAccessId],  ""] #!Ref AccessIdSecret, !If [UseLMV1ForAuth, !Ref LMAccessId, "" ]
+          LOGICMONITOR_ACCESS_KEY: !If [UseLMV1ForAuth, !If [CreateSecretManager, !Ref AccessKeySecret, !Ref LMAccessKey],  ""]
+          LOGICMONITOR_BEARER_TOKEN: !If [MustUseBearerTokenForAuth, !If [CreateSecretManager, !Ref BearerTokenSecret, !Ref LMBearerToken],  ""]
           LM_SCRUB_REGEX:
             Ref: LMRegexScrub
+          USE_SECRET_MANAGER:
+            Ref: UseSecretManagerForStoringSecrets
+          JSON_METADATA_KEYS: !Join [",", !Ref MetadataKeysForJsonLogs]
+          ADD_CLOUDWATCH_METADATA: "true"
+          LM_TENANT_IDENTIFIER:
+            Ref: LMTenantIdentifier
       Policies:
         - Version: "2012-10-17"
           Statement:
@@ -76,14 +204,16 @@ Resources:
               Action:
                 - s3:Get*
               Resource: "*"
-        - Version: "2012-10-17"
-          Statement:
-            - Effect: Allow
-              Action:
-                - secretsmanager:GetSecretValue
-              Resource:
-                - Ref: AccessKeySecret
-                - Ref: AccessIdSecret
+            - Fn::If:
+                - CreateSecretManager
+                - Effect: Allow
+                  Action:
+                    - secretsmanager:GetSecretValue
+                  Resource:
+                    - !If [UseLMV1ForAuth, !Ref AccessIdSecret, !Ref AWS::NoValue]
+                    - !If [UseLMV1ForAuth, !Ref AccessKeySecret, !Ref AWS::NoValue]
+                    - !If [MustUseBearerTokenForAuth, !Ref BearerTokenSecret, !Ref AWS::NoValue]
+                - Ref: AWS::NoValue
   CloudWatchLogsPermission:
     Type: AWS::Lambda::Permission
     Properties:
@@ -102,14 +232,9 @@ Resources:
     Type: AWS::S3::Bucket
     Properties:
       BucketEncryption:
-          ServerSideEncryptionConfiguration:
+        ServerSideEncryptionConfiguration:
           - ServerSideEncryptionByDefault:
               SSEAlgorithm: AES256
-      PublicAccessBlockConfiguration:
-        BlockPublicAcls: true
-        BlockPublicPolicy: true
-        IgnorePublicAcls: true
-        RestrictPublicBuckets: true
   ForwarderZip:
     Type: Custom::ForwarderZip
     Properties:
@@ -117,17 +242,17 @@ Resources:
       DestZipsBucket: !Ref "ForwarderZipsBucket"
       SourceZipUrl:
         Fn::Sub:
-          - "https://logicmonitor-logs-forwarder.s3.amazonaws.com/source/${LMForwarderVersion}/lambda.zip"
+          - "https://logicmonitor-logs-forwarder.s3.amazonaws.com/source/code/${LMForwarderVersion}/lambda.zip"
           - {
-              LMForwarderVersion:
-                !FindInMap [Constants, LMForwarder, Version],
-            }
+            LMForwarderVersion:
+              !FindInMap [Constants, LMForwarder, Version],
+          }
   ForwarderZipCopier:
     Type: AWS::Serverless::Function
     Properties:
       Description: Copies Logic Monitor Forwarder zip to the destination S3 bucket
       Handler: index.handler
-      Runtime: python3.7
+      Runtime: python3.11
       Timeout: 300
       InlineCode: |
         import json
@@ -136,10 +261,10 @@ Resources:
         import boto3
         import urllib.request
         import os
-        
+
         logger = logging.getLogger()
         logger.setLevel(logging.INFO)
-        
+
         def send_cfn_resp(event, context, response_status):
             resp_body = json.dumps({
                 'Status': response_status,
@@ -161,7 +286,7 @@ Resources:
             s3 = boto3.client('s3')
             filename = "main.zip"
             with urllib.request.urlopen(source_zip_url) as data:
-                s3.upload_fileobj(data, dest_zips_bucket, filename)
+                s3.upload_fileobj(data, dest_zips_bucket, filename, ExtraArgs={'ServerSideEncryption':'AES256'})
         def timeout(event, context):
             logger.error('Execution is about to time out, sending failure response to CloudFormation')
             send_cfn_resp(event, context, 'FAILED')
@@ -213,25 +338,63 @@ Resources:
           LM_FORWARDER_VERSION: !FindInMap [Constants, LMForwarder, Version]
   AccessKeySecret:
     Type: AWS::SecretsManager::Secret
+    Condition: CreateSecretAccess
     Properties:
-      Description: Logic Monitor Access Key
+      Description: LogicMonitor Access Key
       SecretString:
         Ref: LMAccessKey
   AccessIdSecret:
     Type: AWS::SecretsManager::Secret
+    Condition: CreateSecretAccess
     Properties:
-      Description: Logic Monitor Access Id
+      Description: LogicMonitor Access Id
       SecretString:
         Ref: LMAccessId
+  BearerTokenSecret:
+    Type: AWS::SecretsManager::Secret
+    Condition: CreateSecretBearerToken
+    Properties:
+      Description: LogicMonitor Bearer Token
+      SecretString:
+        Ref: LMBearerToken
+  AccountPolicy:
+    Condition: IsAccountLevel
+    Type: AWS::Logs::AccountPolicy
+    DependsOn: [Forwarder, CloudWatchLogsPermission, S3Permission]
+    Properties:
+      PolicyName: account-subscriptionfilter-policy
+      PolicyDocument: !Sub "{\"DestinationArn\":\"arn:aws:lambda:${AWS::Region}:${AWS::AccountId}:function:${FunctionName}\", \"FilterPattern\": \"${FilterPattern}\"}"
+      PolicyType: "SUBSCRIPTION_FILTER_POLICY"
+      Scope: "ALL"
+      SelectionCriteria:
+        Fn::If:
+          - HasSelectionCriteria
+          - Ref: SelectionCriteria
+          - Ref: AWS::NoValue
 Conditions:
   SetPermissionsBoundary:
     Fn::Not:
       - Fn::Equals:
           - Ref: PermissionsBoundaryArn
           - ""
+  AccessIdEmpty: !Equals [!Ref LMAccessId, ""]
+  AccessKeyEmpty: !Equals [!Ref LMAccessKey, ""]
+  MustUseBearerTokenForAuth: !Or
+    - !Condition AccessIdEmpty
+    - !Condition AccessKeyEmpty
+  UseLMV1ForAuth: !Not [!Condition MustUseBearerTokenForAuth]
+  CreateSecretManager: !Equals [!Ref UseSecretManagerForStoringSecrets, true]
+  CreateSecretAccess: !And
+    - !Condition UseLMV1ForAuth
+    - !Condition CreateSecretManager
+  CreateSecretBearerToken: !And
+    - !Condition MustUseBearerTokenForAuth
+    - !Condition CreateSecretManager
+  IsAccountLevel: !Equals [!Ref AccountLevelSubscription, 'true']
+  HasSelectionCriteria:  !Not [!Equals [!Ref SelectionCriteria, ""]]
 Outputs:
   LMForwarderArn:
-    Description: Logic Monitor Forwarder Lambda Function ARN
+    Description: LogicMonitor Forwarder Lambda Function ARN
     Value:
       Fn::GetAtt:
         - Forwarder
@@ -247,11 +410,21 @@ Metadata:
         Parameters:
           - FunctionName
           - LMCompanyName
+          - LMCompanyDomain
           - LMAccessId
           - LMAccessKey
+          - LMBearerToken
           - LMRegexScrub
+          - UseSecretManagerForStoringSecrets
       - Label:
           default: Lambda Function (Optional)
         Parameters:
+          - Metadata
+          - MetadataKeysForJsonLogs
+          - LMTenantIdentifier
           - FunctionMemorySize
           - FunctionTimeoutInSeconds
+          - AccountLevelSubscription
+          - FilterPattern
+          - SelectionCriteria
+          
diff --git a/code/aws.go b/code/aws.go
index dfd2d4a..af9d446 100644
--- a/code/aws.go
+++ b/code/aws.go
@@ -2,59 +2,98 @@ package main
 
 import (
 	"encoding/json"
+	"fmt"
+	"io"
+	"log"
+	"net/http"
+	"os"
 
 	"github.com/aws/aws-lambda-go/events"
 	"github.com/aws/aws-sdk-go/aws"
-	"github.com/aws/aws-sdk-go/aws/session"
 	"github.com/aws/aws-sdk-go/service/s3"
-	"github.com/aws/aws-sdk-go/service/secretsmanager"
 )
 
 type GetContentFromS3Bucket func(string, string) string
 
 func getSecretValue(secretArn string) string {
-	session := session.Must(session.NewSession())
-	secManager := secretsmanager.New(session)
-	secretValueOutput, err := secManager.GetSecretValue(&secretsmanager.GetSecretValueInput{
-		SecretId: aws.String(secretArn),
-	})
+	var objmap map[string]interface{}
+
+	if len(secretArn) < 1 {
+		return ""
+	}
+	secrets_extension_endpoint := "http://localhost:2773/secretsmanager/get?secretId=" + secretArn
+
+	req, err := http.NewRequest("GET", secrets_extension_endpoint, nil)
+	if err != nil {
+		log.Println("Error creating HTTP request to secrets extension: ", err)
+		return ""
+	}
+	req.Header.Add("X-Aws-Parameters-Secrets-Token", os.Getenv("AWS_SESSION_TOKEN"))
+
+	resp, err := http.DefaultClient.Do(req)
+	if err != nil {
+		log.Println("Error sending HTTP request to secrets extension: ", err)
+		return ""
+	}
+
+	// Read the response body
+	body, err := io.ReadAll(resp.Body)
+	if err != nil {
+		log.Println("Error reading HTTP response body:", err)
+		return ""
+	}
 
-	handleFatalError("error in extracting secret value", err)
+	if err := json.Unmarshal(body, &objmap); err != nil {
+		log.Println(err)
+	}
 
-	return *secretValueOutput.SecretString
+	str := fmt.Sprintf("%v", objmap["SecretString"])
+	return str
 }
 
 func getContentsFromS3Bucket(bucketName string, fileName string) string {
 
-	session := session.Must(session.NewSession())
-	s3Manager := s3.New(session)
 	s3ObjectOutput, err := s3Manager.GetObject(&s3.GetObjectInput{
 		Bucket: aws.String(bucketName),
 		Key:    aws.String(fileName),
 	})
+
 	handleFatalError("could not get s3 logs object", err)
 
 	return readCloserToString(s3ObjectOutput.Body)
 }
 
 func convertToCloudWatchLogsEvent(m interface{}) events.CloudwatchLogsEvent {
-	data, err := json.Marshal(m)
-	handleFatalError("failed to marshal s3 event", err)
+	data, _ := marshalEvent(m)
 
 	var result events.CloudwatchLogsEvent
-	err = json.Unmarshal(data, &result)
+	var err = json.Unmarshal(data, &result)
 	handleFatalError("failed to unmarshal s3 event", err)
 
 	return result
 }
 
 func convertToS3Event(m interface{}) events.S3Event {
-	data, err := json.Marshal(m)
-	handleFatalError("failed to marshal s3 event", err)
-
+	data, _ := marshalEvent(m)
 	var result events.S3Event
-	err = json.Unmarshal(data, &result)
+	var err = json.Unmarshal(data, &result)
 	handleFatalError("failed to unmarshal s3 event", err)
 
 	return result
 }
+
+func convertToCloudWatchEvent(m interface{}) events.CloudWatchEvent {
+	data, _ := marshalEvent(m)
+
+	var result events.CloudWatchEvent
+	var err = json.Unmarshal(data, &result)
+	handleFatalError("failed to unmarshal cloudWatch event", err)
+	
+	return result
+}
+
+func marshalEvent(m interface{}) ([]byte, error) {
+	data, err := json.Marshal(m)
+	handleFatalError("failed to marshal s3 event", err)
+	return data, err
+}
diff --git a/code/aws_test.go b/code/aws_test.go
new file mode 100644
index 0000000..db1f519
--- /dev/null
+++ b/code/aws_test.go
@@ -0,0 +1,26 @@
+package main
+
+import (
+	"os"
+	"strings"
+	"testing"
+
+	"github.com/stretchr/testify/assert"
+)
+
+func TestReturnEmptySecretValueOnEmptyInput(t *testing.T) {
+	secret := getSecretValue("")
+	assert.Equal(t, secret, "")
+}
+
+func TestAccessSecret(t *testing.T) {
+	t.Setenv("LOGICMONITOR_ACCESS_KEY", "arn:aws:secretsmanager:region:key")
+	t.Setenv("LOGICMONITOR_ACCESS_ID", "arn:aws:secretsmanager:region:id")
+	t.Setenv("USE_SECRET_MANAGER", "true")
+
+	useSecretManager := os.Getenv("USE_SECRET_MANAGER")
+	assert.Equal(t, "true", useSecretManager)
+	assert.True(t, strings.Contains(os.Getenv("LOGICMONITOR_ACCESS_KEY"), "arn"))
+	assert.True(t, strings.Contains(os.Getenv("LOGICMONITOR_ACCESS_ID"), "arn"))
+
+}
diff --git a/code/go.mod b/code/go.mod
index d82acb0..c11ee59 100644
--- a/code/go.mod
+++ b/code/go.mod
@@ -3,9 +3,9 @@ module lm-logs-aws
 go 1.14
 
 require (
-	github.com/aws/aws-lambda-go v1.19.1
-	github.com/aws/aws-sdk-go v1.35.14
-	github.com/google/uuid v1.1.2 // indirect
-	github.com/logicmonitor/lm-logs-sdk-go v0.0.0-20210301071118-44b910823a84
-	github.com/stretchr/testify v1.6.1
+	github.com/aws/aws-lambda-go v1.41.0
+	github.com/aws/aws-sdk-go v1.44.287
+	github.com/logicmonitor/lm-data-sdk-go v1.3.0
+	github.com/stretchr/testify v1.8.4
+	github.com/thedevsaddam/gojsonq/v2 v2.5.2
 )
diff --git a/code/go.sum b/code/go.sum
index a4fa4fb..45322c9 100644
--- a/code/go.sum
+++ b/code/go.sum
@@ -1,46 +1,2289 @@
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diff --git a/code/helper.go b/code/helper.go
index 4c206cf..a9eeedf 100644
--- a/code/helper.go
+++ b/code/helper.go
@@ -2,42 +2,100 @@ package main
 
 import (
 	"bytes"
+	"fmt"
 	"io"
 	"log"
 	"os"
+	"strconv"
+	"strings"
 )
 
 func ExtractEnvironmentVariables() {
 	awsRegion = os.Getenv("AWS_REGION")
 
-	accessKey = getSecretValue(os.Getenv("LM_ACCESS_KEY_ARN"))
-	if accessKey == "" {
-		log.Fatalf("missing LM_ACCESS_KEY_ARN env var")
+	useSecretManager = os.Getenv("USE_SECRET_MANAGER")
+
+	if os.Getenv("DEBUG") == "true" {
+		debug = true
+	} else {
+		debug = false
 	}
 
-	accessID = getSecretValue(os.Getenv("LM_ACCESS_ID_ARN"))
-	if accessID == "" {
-		log.Fatalf("missing LM_ACCESS_ID_ARN env var")
+	if useSecretManager == "true" {
+		if debug {
+			log.Println("Using Secrets Manager to store LM credentials")
+		}
+		accessKey = getSecretValue(os.Getenv("LOGICMONITOR_ACCESS_KEY"))
+
+		accessID = getSecretValue(os.Getenv("LOGICMONITOR_ACCESS_ID"))
+
+		bearerToken = getSecretValue((os.Getenv("LOGICMONITOR_BEARER_TOKEN")))
+
+	} else {
+		if debug {
+			log.Println("Using Environmental Variables to store LM credentials")
+		}
+		accessKey = os.Getenv("LOGICMONITOR_ACCESS_KEY")
+
+		accessID = os.Getenv("LOGICMONITOR_ACCESS_ID")
+
+		bearerToken = os.Getenv("LOGICMONITOR_BEARER_TOKEN")
+
 	}
 
-	lmHost = os.Getenv("LM_HOST")
-	companyName = os.Getenv("LM_COMPANY_NAME")
+	if bearerToken != "" {
+		bearerToken = fmt.Sprintf("Bearer %s", bearerToken)
+	}
+
+	companyName = os.Getenv("LM_ACCOUNT")
+	companyDomain = os.Getenv("LM_ACCOUNT_DOMAIN")
+	defaultMetadata := os.Getenv("METADATA")
+
+	metadataArray = strings.Split(defaultMetadata, ",")
 
-	if lmHost == "" && companyName == "" {
+	if companyName == "" {
 		log.Fatalf("missing company name")
 	}
-
-	if os.Getenv("DEBUG") == "true" {
-		debug = true
-	} else {
-		debug = false
+	if companyDomain == "" {
+	  companyDomain = "logicmonitor.com"
+	  if debug {
+	    log.Println("Company domain is missing, using the default domain as logicmonitor.com")
+	  }
 	}
 
 	scrubRegex = os.Getenv("LM_SCRUB_REGEX")
 
-	logSource = "lm-logs-aws"
+	defaultJsonMetadataKeyString := os.Getenv("JSON_METADATA_KEYS")
+	defaultJsonMetadataKeysRaw := strings.Split(defaultJsonMetadataKeyString, ",")
+	for _, str := range defaultJsonMetadataKeysRaw {
+		defaultJsonMetadataKeys = append(defaultJsonMetadataKeys, strings.Trim(str, " "))
+	}
+	addCWM, err := strconv.ParseBool(os.Getenv("ADD_CLOUDWATCH_METADATA"))
+	if err == nil {
+		addCloudWatchMetadata = addCWM
+	}
+
+	lmTenantID = os.Getenv("LM_TENANT_IDENTIFIER")
+	resourceType = "AWS"
 
-	versionID = "0.0.1"
+	ingestTimeoutStr, exists := os.LookupEnv("LOG_INGEST_TIMEOUT")
+
+	if exists {
+		ingestTimeout, err = strconv.Atoi(ingestTimeoutStr)
+		if err != nil {
+			if debug {
+				log.Printf("Error converting LOG_INGEST_TIMEOUT value %s to integer: %v\n", strconv.Itoa(ingestTimeout), err)
+			}
+			ingestTimeout = 0
+		}
+	}
+
+	if ingestTimeout == 0 {
+		if debug {
+			log.Println("Environmental variable LOG_INGEST_TIMEOUT not set. Using default as 10sec")
+		}
+		ingestTimeout = 10
+	}
 }
 
 func readCloserToString(body io.ReadCloser) string {
@@ -51,3 +109,9 @@ func handleFatalError(errStr string, err error) {
 		log.Fatalf("%s: %s", errStr, err)
 	}
 }
+
+func mergeMaps(m1 map[string]interface{}, m2 map[string]interface{}) {
+	for k, v := range m2 {
+		m1[k] = v
+	}
+}
diff --git a/code/lambda.go b/code/lambda.go
index 8ce4095..d1085a5 100644
--- a/code/lambda.go
+++ b/code/lambda.go
@@ -1,6 +1,7 @@
 package main
 
 import (
+	"context"
 	"crypto/tls"
 	"encoding/json"
 	"fmt"
@@ -8,57 +9,48 @@ import (
 	"net/http"
 	"regexp"
 	"strings"
+	"time"
 
 	"github.com/aws/aws-lambda-go/lambda"
-	"github.com/logicmonitor/lm-logs-sdk-go/ingest"
+	"github.com/aws/aws-sdk-go/aws/session"
+	"github.com/aws/aws-sdk-go/service/s3"
+	"github.com/logicmonitor/lm-data-sdk-go/api/logs"
+	"github.com/logicmonitor/lm-data-sdk-go/model"
+	"github.com/logicmonitor/lm-data-sdk-go/utils"
 )
 
-var lmHost, awsRegion, scrubRegex, logSource, versionID string
-var accessID, accessKey, companyName string
+var awsRegion, scrubRegex, useSecretManager, accessID, accessKey, bearerToken, companyName, companyDomain string
+var ingestTimeout int
 var debug bool
+var sessionNew *session.Session
+var s3Manager *s3.S3
 
-func getCompany() string {
-	if companyName != "" {
-		return companyName
-	}
-
-	r := regexp.MustCompile(`https://([^\.]*).logicmonitor.com`)
-	result := r.FindStringSubmatch(lmHost)
-	return result[1]
-}
-
-func SendLogs(logs []ingest.Log) {
-
-	if len(logs) == 0 {
+func SendLogs(logInput []model.LogInput, lmLog *logs.LMLogIngest) {
+	if len(logInput) == 0 {
 		return
 	}
 
-	lmIngest := ingest.Ingest{
-		CompanyName: getCompany(),
-		AccessID:    accessID,
-		AccessKey:   accessKey,
-		LogSource:   logSource,
-		VersionID:   versionID,
+	ingestResponse, err := lmLog.SendLogs(context.Background(), logInput)
+	if err != nil {
+		fmt.Println("Error in sending log to LM : ", err)
 	}
 
-	// Send logs to Logic Monitor
-	ingestResponse, err := lmIngest.SendLogs(logs)
 	handleFatalError("Request failed", err)
 
 	if debug || !ingestResponse.Success {
 		json, _ := json.Marshal(ingestResponse)
-		fmt.Printf("Response: %s\n", string(json))
-		fmt.Println(string(json))
+		log.Printf("Response: %s\n", string(json))
+		log.Println(string(json))
 	}
 }
 
-func ScrubLogsWithRegex(lmBatch []ingest.Log) {
+func ScrubLogsWithRegex(lmBatch []model.LogInput) {
 	if scrubRegex != "" {
 		reg := regexp.MustCompile(scrubRegex)
 		for _, event := range lmBatch {
-			log.Print(event.Message)
-			event.Message = reg.ReplaceAllString(event.Message, "")
-			log.Print(event.Message)
+			log.Printf("%s", fmt.Sprintf("%s", event.Message))
+			event.Message = reg.ReplaceAllString(fmt.Sprintf("%s", event.Message), "")
+			log.Printf("%s", fmt.Sprintf("%s", event.Message))
 		}
 	}
 }
@@ -66,12 +58,12 @@ func ScrubLogsWithRegex(lmBatch []ingest.Log) {
 func ParseEventType(requests interface{}) string {
 	data := requests.(map[string]interface{})
 
-	_, ok := data["awslogs"]
+	_, ok := data["awslogs"] //cloudwatch logs
 	if ok {
 		return "cloudwatch"
 	}
 
-	_, ok = data["Records"]
+	_, ok = data["Records"] //s3 and elb logs
 	if ok {
 		event := convertToS3Event(requests)
 		if strings.Contains(event.Records[0].S3.Object.Key, "elasticloadbalancing") {
@@ -79,19 +71,25 @@ func ParseEventType(requests interface{}) string {
 		}
 		return "s3"
 	}
+
+	_, ok = data["source"] // cloudWatchEvents
+	if ok {
+		return "cloudwatchEvents"
+	}
+
 	log.Fatalf("Could not extract event type")
 	return ""
 }
 
-func ExtractLogs(data interface{}) []ingest.Log {
-	logs := []ingest.Log{}
+func ExtractLogs(data interface{}) []model.LogInput {
+	logs := []model.LogInput{}
 	var err error
 	source := ParseEventType(data)
 
 	if debug {
 		json, _ := json.Marshal(data)
-		fmt.Printf("Event Recieved: %s\n", string(json))
-		fmt.Printf("Source: %s\n", source)
+		log.Printf("Event Recieved: %s\n", string(json))
+		log.Printf("Source: %s\n", source)
 	}
 
 	switch source {
@@ -105,21 +103,55 @@ func ExtractLogs(data interface{}) []ingest.Log {
 		s3Event := convertToS3Event(data)
 		logs, err = parseELBlogs(s3Event, getContentsFromS3Bucket)
 		if err != nil {
-			fmt.Printf("WARN failed to parse elb logs %s\n", err)
+			log.Printf("WARN failed to parse elb logs %s\n", err)
 		}
+	case "cloudwatchEvents":
+		cloudwatchEvents := convertToCloudWatchEvent(data)
+		logs = parseCloudWatchEvents(cloudwatchEvents)
 	}
 	return logs
 }
 
 // Lambda handler
 func handler(request interface{}) {
-	logs := ExtractLogs(request)
-	ScrubLogsWithRegex(logs)
-	SendLogs(logs)
+	ExtractEnvironmentVariables()
+	sessionNew = session.Must(session.NewSession())
+	s3Manager = s3.New(sessionNew)
+	log := ExtractLogs(request)
+	ScrubLogsWithRegex(log)
+
+	client := Client()
+	auth := utils.AuthParams{AccessID: accessID,
+		AccessKey:            accessKey,
+		BearerToken:          bearerToken}
+
+	url := fmt.Sprintf("https://%s.%s/rest", companyName, companyDomain)
+	fmt.Println("ingest URL:", url)
+	options := []logs.Option{
+		logs.WithLogBatchingDisabled(),
+		logs.WithAuthentication(auth),
+		logs.WithUserAgent("lm-logs-aws"),
+		logs.WithHTTPClient(client),
+		logs.WithEndpoint(url),
+	}
+
+	lmLog, err := logs.NewLMLogIngest(context.Background(), options...)
+	if err != nil {
+		fmt.Println("Error in initilaizing log ingest ", err)
+		return
+	}
+	SendLogs(log, lmLog)
+
+}
+
+func Client() *http.Client {
+	transport := http.DefaultTransport.(*http.Transport).Clone()
+	transport.TLSClientConfig = &tls.Config{InsecureSkipVerify: false, MinVersion: tls.VersionTLS12}
+	clientTransport := (http.RoundTripper)(transport)
+	return &http.Client{Transport: clientTransport, Timeout: time.Duration(ingestTimeout) * time.Second}
 }
 
 func main() {
-	ExtractEnvironmentVariables()
 	http.DefaultTransport.(*http.Transport).TLSClientConfig = &tls.Config{InsecureSkipVerify: false}
 	lambda.Start(handler)
 }
diff --git a/code/parse.go b/code/parse.go
index 9281a25..6ed5883 100644
--- a/code/parse.go
+++ b/code/parse.go
@@ -5,19 +5,26 @@ import (
 	"encoding/json"
 	"fmt"
 	"io/ioutil"
+	"log"
 	"net/http"
 	"regexp"
 	"strings"
 	"time"
 
 	"github.com/aws/aws-lambda-go/events"
-	"github.com/logicmonitor/lm-logs-sdk-go/ingest"
+	"github.com/logicmonitor/lm-data-sdk-go/model"
+	jsonq "github.com/thedevsaddam/gojsonq/v2"
 )
 
-var s3Regex, _ = regexp.Compile(`("ARN":")(?P<arn>[^/][^,][^"]*)`)
+var defaultJsonMetadataKeys []string
+var addCloudWatchMetadata = false
+var metadataArray []string
+var lmTenantID string
+var resourceType string
+var goJsonQ = jsonq.New()
 
-func parseELBlogs(request events.S3Event, getContentsFromS3Bucket GetContentFromS3Bucket) ([]ingest.Log, error) {
-	lmBatch := make([]ingest.Log, 0)
+func parseELBlogs(request events.S3Event, getContentsFromS3Bucket GetContentFromS3Bucket) ([]model.LogInput, error) {
+	lmBatch := make([]model.LogInput, 0)
 
 	bucketName := request.Records[0].S3.Bucket.Name
 	key := request.Records[0].S3.Object.Key
@@ -30,15 +37,13 @@ func parseELBlogs(request events.S3Event, getContentsFromS3Bucket GetContentFrom
 
 	keySplit := strings.Split(key, "_")
 
-	re := regexp.MustCompile(`AWSLogs\/(.*)\/elasticloadbalancing`)
-	accountIDMatches := re.FindStringSubmatch(keySplit[0])
+	accountIDMatches := regexCompile(elbAccountId).FindStringSubmatch(keySplit[0])
 	if len(accountIDMatches) < 2 {
 		return lmBatch, fmt.Errorf("failed to parse accountId for: %s", key)
 	}
 	accountId := accountIDMatches[1]
 
-	re = regexp.MustCompile(`\/elasticloadbalancing\/(.*?)\/`)
-	regionMatches := re.FindStringSubmatch(keySplit[0])
+	regionMatches := regexCompile(elbRegion).FindStringSubmatch(keySplit[0])
 	if len(regionMatches) < 2 {
 		return lmBatch, fmt.Errorf("failed to parse region for: %s", key)
 	}
@@ -50,12 +55,14 @@ func parseELBlogs(request events.S3Event, getContentsFromS3Bucket GetContentFrom
 
 	arn := fmt.Sprintf("arn:aws:elasticloadbalancing:%s:%s:loadbalancer/%s", region, accountId, elbName)
 
+	metadataMap := extractMetadata(region, arn, "elb.amazonaws.com")
 	for _, message := range allMessages {
 
-		log := ingest.Log{
+		log := model.LogInput{
 			Message:    message,
-			ResourceID: map[string]string{"system.aws.arn": arn},
-			Timestamp:  request.Records[0].EventTime,
+			ResourceID: map[string]interface{}{"system.aws.arn": arn},
+			Timestamp:  request.Records[0].EventTime.String(),
+			Metadata:   metadataMap,
 		}
 
 		lmBatch = append(lmBatch, log)
@@ -63,10 +70,11 @@ func parseELBlogs(request events.S3Event, getContentsFromS3Bucket GetContentFrom
 	return lmBatch, nil
 }
 
-func parseS3logs(request events.S3Event, getContentsFromS3Bucket GetContentFromS3Bucket) []ingest.Log {
+func parseS3logs(request events.S3Event, getContentsFromS3Bucket GetContentFromS3Bucket) []model.LogInput {
 	var arn string
 	bucketName := request.Records[0].S3.Bucket.Name
 	fileName := request.Records[0].S3.Object.Key
+	lmBatch := make([]model.LogInput, 0)
 
 	content := getContentsFromS3Bucket(bucketName, fileName)
 
@@ -80,12 +88,12 @@ func parseS3logs(request events.S3Event, getContentsFromS3Bucket GetContentFromS
 		arn = fmt.Sprintf("arn:aws:s3:::%s", bucketName)
 	}
 
-	lmBatch := make([]ingest.Log, 0)
-
-	lmEv := ingest.Log{
+	metadataMap := extractMetadata(request.Records[0].AWSRegion, arn, request.Records[0].EventSource)
+	lmEv := model.LogInput{
 		Message:    content,
-		ResourceID: map[string]string{"system.aws.arn": arn},
-		Timestamp:  request.Records[0].EventTime,
+		ResourceID: map[string]interface{}{"system.aws.arn": arn},
+		Timestamp:  request.Records[0].EventTime.String(),
+		Metadata:   metadataMap,
 	}
 
 	lmBatch = append(lmBatch, lmEv)
@@ -93,15 +101,17 @@ func parseS3logs(request events.S3Event, getContentsFromS3Bucket GetContentFromS
 	return lmBatch
 }
 
-func parseCloudWatchLogs(request events.CloudwatchLogsEvent) []ingest.Log {
+func parseCloudWatchLogs(request events.CloudwatchLogsEvent) []model.LogInput {
 
-	lmBatch := make([]ingest.Log, 0)
+	var metadataMap = make(map[string]interface{})
+	lmBatch := make([]model.LogInput, 0)
 	d, err := request.AWSLogs.Parse()
+
 	var resourceValue string
-	var resoureProp = make(map[string]string)
+	var resoureProp = make(map[string]interface{})
 	var isEC2NetworkInterface bool = false
+	var isBedrockModelLogs bool = false
 	var resourceProperty string = "system.aws.arn"
-
 	if d.LogGroup == "RDSOSMetrics" {
 		rdsEnhancedEvent := make(map[string]interface{})
 		err := json.Unmarshal([]byte(d.LogEvents[0].Message), &rdsEnhancedEvent)
@@ -109,6 +119,7 @@ func parseCloudWatchLogs(request events.CloudwatchLogsEvent) []ingest.Log {
 		rdsInstance := rdsEnhancedEvent["instanceID"]
 		resourceValue = fmt.Sprintf("arn:aws:rds:%s:%s:db:%s", awsRegion, d.Owner, rdsInstance)
 		resoureProp[resourceProperty] = resourceValue
+		metadataMap = extractMetadata(awsRegion, resourceValue, "rds.amazonaws.com")
 	} else if strings.Contains(d.LogGroup, "/aws/rds") {
 		splitLogGroup := strings.Split(d.LogGroup, "/")
 		if splitLogGroup[len(splitLogGroup)-1] == "networkInterface" {
@@ -116,12 +127,15 @@ func parseCloudWatchLogs(request events.CloudwatchLogsEvent) []ingest.Log {
 			splitLogStream := strings.Split(d.LogStream, "-")
 			resourceValue = splitLogStream[0] + "-" + splitLogStream[1]
 			resoureProp[resourceProperty] = resourceValue
+			metadataMap = extractMetadata(awsRegion, "", "rds.amazonaws.com")
+
 		} else {
-			re1, _ := regexp.Compile(`/aws/rds/(instance|cluster)/([^/]*)`)
-			result := re1.FindStringSubmatch(d.LogGroup)
+			result := regexCompile(rdsInstanceRegex).FindStringSubmatch(d.LogGroup)
 			rdsInstance := result[2]
 			resourceValue = fmt.Sprintf("arn:aws:rds:%s:%s:db:%s", awsRegion, d.Owner, rdsInstance)
 			resoureProp[resourceProperty] = resourceValue
+			metadataMap = extractMetadata(awsRegion, resourceValue, "rds.amazonaws.com")
+
 		}
 	} else if d.LogGroup != "/aws/lambda/lm" && strings.Contains(d.LogGroup, "/aws/lambda") {
 		re1, _ := regexp.Compile(`aws/lambda/(.*)`)
@@ -129,6 +143,7 @@ func parseCloudWatchLogs(request events.CloudwatchLogsEvent) []ingest.Log {
 		lambdaName := result[1]
 		resourceValue = fmt.Sprintf("arn:aws:lambda:%s:%s:function:%s", awsRegion, d.Owner, lambdaName)
 		resoureProp[resourceProperty] = resourceValue
+		metadataMap = extractMetadata(awsRegion, resourceValue, "lambda.amazonaws.com")
 	} else if strings.Contains(d.LogGroup, "/aws/ec2/networkInterface") {
 		isEC2NetworkInterface = true
 	} else if strings.Contains(d.LogGroup, "/aws/natGateway/networkInterface") {
@@ -136,33 +151,68 @@ func parseCloudWatchLogs(request events.CloudwatchLogsEvent) []ingest.Log {
 		splitLogStream := strings.Split(d.LogStream, "-")
 		resourceValue = splitLogStream[0] + "-" + splitLogStream[1]
 		resoureProp[resourceProperty] = resourceValue
+		metadataMap = extractMetadata(awsRegion, "", "natGateway.amazonaws.com")
+
 	} else if strings.Contains(d.LogGroup, "/aws/kinesisfirehose") {
 		splitLogGroup := strings.Split(d.LogGroup, "/")
-		resourceValue = splitLogGroup[3]
-		resoureProp[resourceProperty] = fmt.Sprintf("arn:aws:firehose:%s:%s:deliverystream/%s", awsRegion, d.Owner, resourceValue)
+		resourceValue = fmt.Sprintf("arn:aws:firehose:%s:%s:deliverystream/%s", awsRegion, d.Owner, splitLogGroup[3])
+		resoureProp[resourceProperty] = resourceValue
+		metadataMap = extractMetadata(awsRegion, resourceValue, "firehose.amazonaws.com")
 	} else if strings.Contains(d.LogGroup, "/aws/elb/networkInterface") {
 		resourceProperty = "system.aws.networkInterfaceId"
 		splitLogStream := strings.Split(d.LogStream, "-")
 		resourceValue = splitLogStream[0] + "-" + splitLogStream[1]
 		resoureProp[resourceProperty] = resourceValue
+		metadataMap = extractMetadata(awsRegion, "", "networkInterfaceId.amazonaws.com")
+
 	} else if strings.Contains(d.LogGroup, "/aws/fargate") {
 		resoureProp["system.aws.accountid"] = d.Owner
 		resoureProp["system.cloud.category"] = "AWS/LMAccount"
+		metadataMap = extractMetadata(awsRegion, "", "fargate.amazonaws.com")
 	} else if strings.Contains(d.LogGroup, "/aws/cloudtrail") {
 		return parseCloudTrailLogs(d)
-	} else if strings.Contains(d.LogGroup, "/aws/eks") {
-		re1, _ := regexp.Compile(`aws/eks/(.*)/cluster`)
-		result := re1.FindStringSubmatch(d.LogGroup)
-		eksName := result[1]
-		resourceValue = fmt.Sprintf("arn:aws:lambda:%s:%s:function:%s", awsRegion, d.Owner, eksName)
+	} else if strings.Contains(d.LogGroup, "/aws/eks") || strings.Contains(d.LogGroup, "/aws/containerinsights") {
+		resoureProp["system.aws.accountid"] = d.Owner
+		resoureProp["system.cloud.category"] = "AWS/LMAccount"
+		metadataMap = extractMetadata(awsRegion, "", "eks.amazonaws.com")
+	} else if strings.Contains(d.LogGroup, "bedrock"){
+		if strings.Contains(d.LogGroup, "knowledge-base") || strings.Contains(d.LogGroup, "vendedlogs"){
+			resoureProp["system.aws.accountid"] = d.Owner
+			resoureProp["system.cloud.category"] = "AWS/LMAccount"
+			metadataMap = extractMetadata(awsRegion, "", "bedrock.amazonaws.com")
+		} else if (strings.Contains(d.LogStream, "modelinvocations")){
+			isBedrockModelLogs = true
+		}
+	} else if strings.Contains(d.LogGroup, "/aws/vendedlogs/qbusiness/"){
+		re1, _ := regexp.Compile(qbusinessRegex)
+		instanceId := re1.FindStringSubmatch(d.LogGroup)[1]
+		resourceValue = fmt.Sprintf("arn:aws:qbusiness:%s:%s:application/%s", awsRegion, d.Owner, instanceId)
 		resoureProp[resourceProperty] = resourceValue
-	} else {
+		metadataMap = extractMetadata(awsRegion, resourceValue, "qbusiness.amazonaws.com")
+	} else if strings.Contains(d.LogGroup, "/aws/sagemaker"){
+			if strings.Contains(d.LogGroup,"aws/sagemaker/TrainingJobs")|| strings.Contains(d.LogGroup,"aws/sagemaker/ProcessingJobs"){
+				resoureProp["system.aws.accountid"] = d.Owner
+       			resoureProp["system.cloud.category"] = "AWS/LMAccount"
+				metadataUrl := strings.Split(d.LogGroup, "/")[3] + ".sagemaker.amazonaws.com"
+				metadataMap = extractMetadata(awsRegion, "" , metadataUrl)
+			} else if strings.Contains(d.LogGroup,"/aws/sagemaker/Endpoints"){
+					re1, _ := regexp.Compile(sagemakerEndpointRegex)
+					instanceId := re1.FindStringSubmatch(d.LogGroup)[1]
+					resourceValue = fmt.Sprintf("arn:aws:sagemaker:%s:%s:endpoint/%s",awsRegion, d.Owner,instanceId)
+					resoureProp[resourceProperty] = resourceValue
+					metadataMap = extractMetadata(awsRegion, resourceValue, "sagemaker.endpoint.amazonaws.com")
+			}
+	}else {
 		resourceValue = fmt.Sprintf("arn:aws:ec2:%s:%s:instance/%s", awsRegion, d.Owner, d.LogStream)
 		resoureProp[resourceProperty] = resourceValue
+		metadataMap = extractMetadata(awsRegion, resourceValue, "ec2.amazonaws.com")
 	}
 
 	handleFatalError("failed to parse cloudwatch event", err)
 
+	cloudWatchEventMetadata := make(map[string]interface{})
+	addCloudWatchEventMetadata(cloudWatchEventMetadata, &d)
+
 	for _, event := range d.LogEvents {
 		if strings.TrimSpace(event.Message) != "" {
 			if isEC2NetworkInterface && resourceValue == "" {
@@ -170,12 +220,31 @@ func parseCloudWatchLogs(request events.CloudwatchLogsEvent) []ingest.Log {
 				ec2InstanceID := splitEventMessage[0]
 				resourceValue = fmt.Sprintf("arn:aws:ec2:%s:%s:instance/%s", awsRegion, d.Owner, ec2InstanceID)
 				resoureProp[resourceProperty] = resourceValue
+				metadataMap = extractMetadata(awsRegion, resourceValue, "ec2.amazonaws.com")
+
+			}
+			if isBedrockModelLogs  && resourceValue == "" {
+				var messageJson map[string]interface{}
+				if err :=json.Unmarshal([]byte(event.Message ), &messageJson); err != nil {
+					fmt.Println("err while unmarshalling event message ",err)
+				}
+				if(strings.Contains(messageJson["modelId"].(string), "arn:aws:bedrock")){
+					resourceValue = messageJson["modelId"].(string)
+				}else{
+					resourceValue =fmt.Sprintf("arn:aws:bedrock:%s::foundation-model/%s", awsRegion, messageJson["modelId"].(string))
+				}
+				resoureProp[resourceProperty] = resourceValue
+				metadataMap = extractMetadata(awsRegion, resourceValue, "bedrock.amazonaws.com")
+
 			}
+			addCustomMetadataFromRawJson(metadataMap, event.Message, defaultJsonMetadataKeys)
+			mergeMaps(metadataMap, cloudWatchEventMetadata)
 
-			lmEv := ingest.Log{
+			lmEv := model.LogInput{
 				Message:    event.Message,
 				ResourceID: resoureProp,
-				Timestamp:  time.Unix(0, event.Timestamp*1000000),
+				Timestamp:  time.Unix(0, event.Timestamp*1000000).String(),
+				Metadata:   metadataMap,
 			}
 			lmBatch = append(lmBatch, lmEv)
 		}
@@ -198,61 +267,316 @@ func decompressGzip(content string) string {
 	return string(strContent)
 }
 
-func parseCloudTrailLogs(data events.CloudwatchLogsData) []ingest.Log {
-	lmBatch := make([]ingest.Log, 0)
+func parseCloudTrailLogs(data events.CloudwatchLogsData) []model.LogInput {
+	lmBatch := make([]model.LogInput, 0)
 
+	cloudWatchMetadata := make(map[string]interface{})
+	addCloudWatchEventMetadata(cloudWatchMetadata, &data)
 	for _, event := range data.LogEvents {
-		var resoureIDMap = make(map[string]string)
-		eventSourceRegex, _ := regexp.Compile(`("eventSource":")([^",]*)`)
-		eventSourceArray := eventSourceRegex.FindStringSubmatch(event.Message)
-		eventSource := eventSourceArray[2]
-
-		accountLevelLog := true
-
-		if eventSource == "firehose.amazonaws.com" {
-			kinesisFirehoseRegex, _ := regexp.Compile(`("deliveryStreamName":"|"deliveryStreamName": "|:deliverystream/)([^/][^,][^"]*)`)
-			deliveryStreamArray := kinesisFirehoseRegex.FindStringSubmatch(event.Message)
-			if len(deliveryStreamArray) > 2 {
-				resoureIDMap["system.aws.arn"] = fmt.Sprintf("arn:aws:firehose:%s:%s:deliverystream/%s", awsRegion, data.Owner, deliveryStreamArray[2])
+		metadataMap := extractMetadataForCloudTrail(event.Message)
+		mergeMaps(metadataMap, cloudWatchMetadata)
+		resoureIDMap := processResourceMapping(event.Message, data.Owner)
+
+		lmEv := model.LogInput{
+			Message:    event.Message,
+			ResourceID: resoureIDMap,
+			Timestamp:  time.Unix(0, event.Timestamp*1000000).String(),
+			Metadata:   metadataMap,
+		}
+
+		if debug {
+			log.Printf("request generated to lm-logs api: %s\n", lmEv)
+		}
+		lmBatch = append(lmBatch, lmEv)
+	}
+
+	return lmBatch
+
+}
+
+func extractMetadataForCloudTrail(message string) map[string]interface{} {
+	var metadataMap = make(map[string]interface{})
+	metadataMap["_integration"] = "aws"
+	for _, str := range metadataArray {
+		if strings.TrimSpace(str) == "awsRegion" {
+			regionRegexArray := regexCompile(awsRegionRegex).FindStringSubmatch(message)
+			awsRegion := regexCompile(awsRegionRegex).SubexpIndex("awsRegion")
+			if len(regionRegexArray) > 0 && awsRegion != 0 {
+				metadataMap["region"] = fmt.Sprintf(regionRegexArray[awsRegion])
+			}
+		} else if strings.TrimSpace(str) == "arn" {
+			arnRegexArray := regexCompile(awsARNRegex).FindStringSubmatch(message)
+			awsARN := regexCompile(awsARNRegex).SubexpIndex("arn")
+			if len(arnRegexArray) > 0 && awsARN != 0 {
+				metadataMap["arn"] = fmt.Sprintf(arnRegexArray[awsARN])
+			}
+		}
+	}
+	eventSourceRegexArray := regexCompile(awsEventSourceRegex).FindStringSubmatch(message)
+	eventSourceRegex := regexCompile(awsEventSourceRegex).SubexpIndex("eventSource")
+	if len(eventSourceRegexArray) > 0 && eventSourceRegex != 0 {
+		metadataMap["_type"] = fmt.Sprintf(eventSourceRegexArray[eventSourceRegex])
+	}
+	addCustomMetadataFromRawJson(metadataMap, message, defaultJsonMetadataKeys)
+	if strings.TrimSpace(lmTenantID) != "" {
+		metadataMap["_lm.tenantId"] = lmTenantID
+	}
+	if strings.TrimSpace(resourceType) != "" {
+		metadataMap["_resource.type"] = resourceType
+	}
+	return metadataMap
+}
+
+func extractMetadata(region string, arn string, eventsource string) map[string]interface{} {
+	var metadataMap = make(map[string]interface{})
+	metadataMap["_integration"] = "aws"
+	for _, str := range metadataArray {
+		if strings.TrimSpace(str) == "awsRegion" {
+			metadataMap["region"] = region
+
+		} else if strings.TrimSpace(str) == "arn" && arn != "" {
+			metadataMap["arn"] = arn
+		}
+	}
+	metadataMap["_type"] = eventsource
+	if strings.TrimSpace(lmTenantID) != "" {
+		metadataMap["_lm.tenantId"] = lmTenantID
+	}
+	if strings.TrimSpace(resourceType) != "" {
+		metadataMap["_resource.type"] = resourceType
+	}
+
+	return metadataMap
+}
+
+func addCustomMetadataFromRawJson(initialMap map[string]interface{}, rawMessage string, jsonKeys []string) {
+
+	if len(jsonKeys) < 1 {
+		return
+	}
+	if !json.Valid([]byte(rawMessage)) {
+		return
+	}
+	jsonQRead := goJsonQ.FromString(rawMessage)
+	for _, str := range jsonKeys {
+		val := jsonQRead.Find(str)
+		jsonQRead.Reset()
+		if val != nil {
+			initialMap[str] = val
+		}
+	}
+}
+
+func addCloudWatchEventMetadata(initialMap map[string]interface{}, logData *events.CloudwatchLogsData) {
+	if !addCloudWatchMetadata {
+		return
+	}
+	if len(logData.LogGroup) > 0 {
+		initialMap["logGroup"] = logData.LogGroup
+	}
+	if len(logData.LogStream) > 0 {
+		initialMap["logStream"] = logData.LogStream
+	}
+}
+
+func processResourceMapping(message string, accountId string) map[string]interface{} {
+	eventSourceArray := regexCompile(eventSourceRegex).FindStringSubmatch(message)
+	eventSource := eventSourceArray[2]
+	var lambdaMapping string
+	accountLevelLog := true
+	var resoureIDMap = make(map[string]interface{})
+	var resourceProperty string = "system.aws.arn"
+	var applicationId string
+	var jsonMap map[string]interface{}
+
+	if strings.Contains(eventSource, "firehose") {
+		deliveryStreamArray := regexCompile(kinesisFirehoseRegex).FindStringSubmatch(message)
+		if len(deliveryStreamArray) > 2 {
+			resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:firehose:%s:%s:deliverystream/%s", awsRegion, accountId, deliveryStreamArray[2])
+			accountLevelLog = false
+		}
+	} else if strings.Contains(eventSource, "kinesis") {
+		dataStreamArray := regexCompile(kinesisDataStreamRegex).FindStringSubmatch(message)
+		if len(dataStreamArray) > 2 {
+			resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:kinesis:%s:%s:stream/%s", awsRegion, accountId, dataStreamArray[2])
+			accountLevelLog = false
+		}
+	} else if strings.Contains(eventSource, "ecs") {
+		ecsStreamArray := regexCompile(ecsStreamRegex).FindStringSubmatch(message)
+		if len(ecsStreamArray) > 2 {
+			resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:ecs:%s:%s:cluster/%s", awsRegion, accountId, ecsStreamArray[2])
+			accountLevelLog = false
+		}
+	} else if strings.Contains(eventSource, "s3") {
+		s3RegexArray := regexCompile(s3Regex).FindStringSubmatch(message)
+
+		s3Arn := regexCompile(s3Regex).SubexpIndex("arn")
+		s3Bucket := regexCompile(s3Regex).SubexpIndex("bucketName")
+
+		if len(s3RegexArray) > 0 {
+			if s3RegexArray[s3Bucket] != "" {
+				resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:s3:::%s", s3RegexArray[s3Bucket])
 				accountLevelLog = false
+			} else if s3RegexArray[s3Arn] != "" {
+				resoureIDMap[resourceProperty] = fmt.Sprintf(s3RegexArray[s3Arn])
+				accountLevelLog = false
+			}
+		}
+
+	} else if strings.Contains(eventSource, "lambda") {
+
+		lambdaRegexArray := regexCompile(lambdaRegex).FindStringSubmatch(message)
+		if len(lambdaRegexArray) > 0 {
+			lambdaFunctionName := regexCompile(lambdaRegex).SubexpIndex("functionName")
+			lambdaResourceName := regexCompile(lambdaRegex).SubexpIndex("resource")
+			lambdaFunctionWithVersion := regexCompile(lambdaRegex).SubexpIndex("functionVersion")
+
+			functionNameStr := fmt.Sprintf("%v", lambdaRegexArray[lambdaFunctionName])
+			resourceNameStr := fmt.Sprintf("%v", lambdaRegexArray[lambdaResourceName])
+			lambdaFunctionWithVersionStr := fmt.Sprintf("%v", lambdaRegexArray[lambdaFunctionWithVersion])
+
+			if functionNameStr != "" {
+				lambdaMapping = functionNameStr
+			} else if resourceNameStr != "" {
+				lambdaMapping = resourceNameStr
+			} else {
+				lambdaMapping = lambdaFunctionWithVersionStr
 			}
-		} else if eventSource == "kinesis.amazonaws.com" {
-			kinesisDataStreamRegex, _ := regexp.Compile(`("streamName":"|"streamName": "|:stream/)([^/][^,][^"]*)`)
-			dataStreamArray := kinesisDataStreamRegex.FindStringSubmatch(event.Message)
-			if len(dataStreamArray) > 2 {
-				resoureIDMap["system.aws.arn"] = fmt.Sprintf("arn:aws:kinesis:%s:%s:stream/%s", awsRegion, data.Owner, dataStreamArray[2])
+			if lambdaMapping != "" {
 				accountLevelLog = false
+				if strings.Contains(lambdaMapping, "arn:aws:lambda") && !strings.Contains(lambdaMapping, ":$") {
+					resoureIDMap[resourceProperty] = lambdaMapping
+
+				} else if !strings.Contains(lambdaMapping, "arn:aws:lambda") {
+					resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:lambda:%s:%s:function:%s", awsRegion, accountId, lambdaMapping)
+
+				} else if strings.Contains(lambdaMapping, ":$") {
+					resoureIDMap[resourceProperty] = strings.Split(lambdaMapping, ":$")[0]
+				} else {
+					accountLevelLog = true
+				}
 			}
-		} else if eventSource == "ecs.amazonaws.com" {
-			ecsStreamRegex, _ := regexp.Compile(`("cluster":"|"cluster": "|:cluster/)([^/][^,][^"]*)`)
+		}
 
-			ecsStreamArray := ecsStreamRegex.FindStringSubmatch(event.Message)
+	} else if strings.Contains(eventSource, "ec2") {
+		ec2RegexArray := regexCompile(ec2Regex).FindAllStringSubmatch(message, -1)
+		if len(ec2RegexArray) == 1 {
+			resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:ec2:%s:%s:instance/%s", awsRegion, accountId, ec2RegexArray[0][2])
+			accountLevelLog = false
+		}
 
-			if len(ecsStreamArray) > 2 {
-				resoureIDMap["system.aws.arn"] = fmt.Sprintf("arn:aws:ecs:%s:%s:cluster/%s", awsRegion, data.Owner, ecsStreamArray[2])
+		if (len(ec2RegexArray) > 1) {
+			allInstanceIdsSame := true
+			firstElement := ec2RegexArray[0][0]
+			for _, match := range ec2RegexArray {
+				if match[0] != firstElement {
+					allInstanceIdsSame = false
+					break
+				}
+			}
+			if allInstanceIdsSame {
+			  log.Printf("All instanceIds in log are the same. Adding arn field.")
+				resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:ec2:%s:%s:instance/%s", awsRegion, accountId, ec2RegexArray[0][2])
 				accountLevelLog = false
 			}
-		} else if eventSource == "s3.amazonaws.com" {
-			s3RegexArray := s3Regex.FindStringSubmatch(event.Message)
-			s3Arn := s3Regex.SubexpIndex("arn")
+		} 
+	} else if strings.Contains(eventSource, "sqs") {
+		sqsRegexArray := regexCompile(sqsRegex).FindStringSubmatch(message)
 
-			if len(s3RegexArray) > 0 && s3Arn != 0 {
-				resoureIDMap["system.aws.arn"] = fmt.Sprintf(s3RegexArray[s3Arn])
+		sqsName := regexCompile(sqsRegex).SubexpIndex("queueName")
+		sqsUrl := regexCompile(sqsRegex).SubexpIndex("queueUrl")
+
+		if len(sqsRegexArray) > 0 {
+			if sqsRegexArray[sqsName] != "" {
+				resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:sqs:%s:%s:%s", awsRegion, accountId, sqsRegexArray[sqsName])
+				accountLevelLog = false
+			} else if sqsRegexArray[sqsUrl] != "" {
+				subStr := strings.Split(sqsRegexArray[sqsUrl], "/")
+				resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:sqs:%s:%s:%s", awsRegion, accountId, subStr[len(subStr)-1])
 				accountLevelLog = false
 			}
 		}
 
-		if accountLevelLog {
-			resoureIDMap["system.aws.accountid"] = data.Owner
-			resoureIDMap["system.cloud.category"] = "AWS/LMAccount"
+	}  else if strings.Contains(eventSource, "qbusiness") {
+    // Regex to match application ID from ARN-like values: application/<UUID>
+    qBusinessAppRegex := regexp.MustCompile(qbusinessApplicationIdRegex)
+
+    if err := json.Unmarshal([]byte(message), &jsonMap); err == nil {
+      if reqParams, ok := jsonMap["requestParameters"].(map[string]interface{}); ok {
+        // Priority 1: Direct applicationId field
+        if id, ok := reqParams["applicationId"].(string); ok && id != "" {
+          applicationId = id
+        }
+
+        // Priority 2: Scan all keys for value matching "application/<applicationId>"
+        if applicationId == "" {
+          for _, v := range reqParams {
+            if strVal, ok := v.(string); ok {
+              if match := qBusinessAppRegex.FindStringSubmatch(strVal); len(match) > 1 {
+                applicationId = match[1]
+                break
+              }
+            }
+          }
+        }
+      }
+    }
+
+    if applicationId != "" {
+      resoureIDMap[resourceProperty] = fmt.Sprintf("arn:aws:qbusiness:%s:%s:application/%s", awsRegion, accountId, applicationId)
+      accountLevelLog = false
+    }
+  }
+
+	if accountLevelLog {
+		resoureIDMap["system.aws.accountid"] = accountId
+		resoureIDMap["system.cloud.category"] = "AWS/LMAccount"
+	}
+	return resoureIDMap
+}
+
+func parseCloudWatchEvents(request events.CloudWatchEvent) []model.LogInput {
+	lmBatch := make([]model.LogInput, 0)
+	var resoureIDMap = make(map[string]interface{})
+	var metadataMap map[string]interface{}
+	var event string
+	if strings.EqualFold(request.DetailType, "AWS API Call via CloudTrail") {
+		detailStr, err := json.Marshal(&request.Detail)
+		if err != nil {
+			panic(err)
 		}
 
-		lmEv := ingest.Log{
-			Message:    event.Message,
-			ResourceID: resoureIDMap,
-			Timestamp:  time.Unix(0, event.Timestamp*1000000),
+		event = string(detailStr)
+		metadataMap = extractMetadataForCloudTrail(event)
+		resoureIDMap = processResourceMapping(event, request.AccountID)
+
+	} else {
+		requestStr, err := json.Marshal(&request)
+		if err != nil {
+			panic(err)
 		}
-		lmBatch = append(lmBatch, lmEv)
+		event = string(requestStr)
+		// the other detail-types for cloudwatch events have different json format and hence processing it separately
+
+		cloudwatchResourceRegexArray := regexCompile(cloudwatchResourceRegex).FindStringSubmatch(event)
+		cloudwatchResource := regexCompile(cloudwatchResourceRegex).SubexpIndex("resources")
+		if len(cloudwatchResourceRegexArray) > 0 && cloudwatchResource != 0 {
+			resoureIDMap["system.aws.arn"] = fmt.Sprintf(cloudwatchResourceRegexArray[cloudwatchResource])
+		}
+		metadataMap = extractMetadata(request.Region, fmt.Sprintf(cloudwatchResourceRegexArray[cloudwatchResource]), request.Source)
+
+	}
+
+	lmEv := model.LogInput{
+		Message:    event,
+		ResourceID: resoureIDMap,
+		Timestamp:  request.Time.String(),
+		Metadata:   metadataMap,
+	}
+	lmBatch = append(lmBatch, lmEv)
+
+	if debug {
+		log.Printf("request generated to lm-logs api: %s\n", lmEv)
 	}
 
 	return lmBatch
diff --git a/code/parse_test.go b/code/parse_test.go
index fcee849..c6f2bac 100644
--- a/code/parse_test.go
+++ b/code/parse_test.go
@@ -2,21 +2,23 @@ package main
 
 import (
 	"compress/gzip"
-	"fmt"
+	"encoding/json"
+	"log"
 	"os"
 	"strings"
 	"testing"
 	"time"
 
-	"github.com/logicmonitor/lm-logs-sdk-go/ingest"
-
 	"github.com/aws/aws-lambda-go/events"
+	"github.com/logicmonitor/lm-data-sdk-go/model"
 	"github.com/stretchr/testify/assert"
 )
 
 func TestParseELBlogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "elb.amazonaws.com"}
 
 	t.Run("parse elb log without prefix", func(t *testing.T) {
+
 		message := "2020-05-11T09:24:27.754579Z test 78.82.62.133:64107 172.40.0.85:80 0.00005 0.000852 0.000027 304 304 0 0 \"GET http://test-56808838.eu-west-1.elb.amazonaws.com:80/ HTTP/1.1\" \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_3) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.138 Safari/537.36\" - -"
 		fileName := "AWSLogs/123123123123/elasticloadbalancing/us-west-1/2020/06/02/123123123123_elasticloadbalancing_us-west-1_test_20200511T0925Z_34.242.46.46_4jtxqo72.txt"
 		time, _ := time.Parse(time.RFC3339, "2020-04-08T15:08:34+02:00")
@@ -49,10 +51,11 @@ func TestParseELBlogs(t *testing.T) {
 		lmEvents, _ := parseELBlogs(s3Event, getContentsFromS3BucketMock)
 
 		//Assertion
-		expectedLMEvent := ingest.Log{
+		expectedLMEvent := model.LogInput{
 			Message:    message,
-			Timestamp:  time,
-			ResourceID: map[string]string{"system.aws.arn": "arn:aws:elasticloadbalancing:us-west-1:123123123123:loadbalancer/test"},
+			Timestamp:  time.String(),
+			ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:elasticloadbalancing:us-west-1:123123123123:loadbalancer/test"},
+			Metadata:   metadataMap,
 		}
 
 		assert.Equal(t, expectedLMEvent, lmEvents[0])
@@ -91,10 +94,11 @@ func TestParseELBlogs(t *testing.T) {
 		lmEvents, _ := parseELBlogs(s3Event, getContentsFromS3BucketMock)
 
 		//Assertion
-		expectedLMEvent := ingest.Log{
+		expectedLMEvent := model.LogInput{
 			Message:    message,
-			Timestamp:  time,
-			ResourceID: map[string]string{"system.aws.arn": "arn:aws:elasticloadbalancing:us-west-1:123123123123:loadbalancer/test"},
+			Timestamp:  time.String(),
+			ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:elasticloadbalancing:us-west-1:123123123123:loadbalancer/test"},
+			Metadata:   metadataMap,
 		}
 
 		assert.Equal(t, expectedLMEvent, lmEvents[0])
@@ -103,6 +107,8 @@ func TestParseELBlogs(t *testing.T) {
 
 func TestParseS3logs(t *testing.T) {
 	// Data preparation
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "s3.aws"}
+
 	time, _ := time.Parse(time.RFC3339, "2020-04-08T13:08:34+00:00")
 	record := events.S3EventRecord{
 		S3: events.S3Entity{
@@ -113,7 +119,8 @@ func TestParseS3logs(t *testing.T) {
 				Key: "Key",
 			},
 		},
-		EventTime: time,
+		EventTime:   time,
+		EventSource: "s3.aws",
 	}
 
 	records := make([]events.S3EventRecord, 0)
@@ -134,16 +141,19 @@ func TestParseS3logs(t *testing.T) {
 
 	//Assertion
 
-	expectedlmEvent := ingest.Log{
+	expectedlmEvent := model.LogInput{
 		Message:    "a OriginBucket c",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:s3:::OriginBucket"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:s3:::OriginBucket"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedlmEvent, lmEvents[0])
 }
 
 func TestParseCloudWatchlogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "ec2.amazonaws.com"}
+
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "H4sIAAAAAAAAAE1Q22oCMRD9lZBnU5NMNpd9W1oV2lqQlVoQKdk1amBvZKNSpP/etKXQp4E5M+d2w60bR3t064/B4Rw/FOvifTkry2IxwxPcXzsX0lpKoQEgE8LwtG764yL05yEhU3sdp41tq72dNu0vVsbgbJtATyg7VFBnDIwTFVdVlS7GczXWwQ/R993cN9GFEedb3LTk0IerDXsXyHNi+XdGXp9eVpv7R7EqNnO8+1GZXVwXvz9v2O+TGGSgpGZSCK2l5mkYpoAplSlupDRGcQraUKMkVZQDaA5SMJkcRZ9aiLZNgVimJSS/TFBKJ3/tJPpiCAhpxCCnOgeB/ECY4kRQQgnnCu1PdeOToy3nnO1y9LZc56jsG1/7iPoOuXiiE+S7FPdiG6QYAG3HO/y5+/wC3OrpfYUBAAA=",
@@ -153,35 +163,18 @@ func TestParseCloudWatchlogs(t *testing.T) {
 	lmEvents := parseCloudWatchLogs(cloudWatchEvent)
 
 	time := time.Unix(0, 1586351314000*1000000)
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "Apr  8 13:08:34 ip-172-40-0-227 dhclient[2221]: XMT: Solicit on eth0, interval 71330ms.",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:ec2::664833354492:instance/i-01fb3c5139e4b27bb"},
-	}
-
-	assert.Equal(t, expectedLMEvent, lmEvents[0])
-}
-
-func TestParseCloudWatchlogsEks(t *testing.T) {
-	cloudWatchEvent := events.CloudwatchLogsEvent{
-		AWSLogs: events.CloudwatchLogsRawData{
-			Data: "H4sIAAAAAAAAADWQzWrDMBCEX0XoXMerf9ulh0DT0ENPaU9NKLKtuCa2ZSS5IZS+ezehFQuCnZ0d9vumo4vRdu71Mjta0cf16/rjZbPbrbcbekf9eXIB27wAKYUCKDhge/DdNvhlRiW355i7U8ztKcMvQynmzbDEhMbb5C4FZ0ccPS21y2Lz6dplcCGTzjJQdaFKbnQrRFkKwxk/cq1Aa2XQHZc6NqGfU++np37AlZFW7xRzhnH2IdmBHm4Zmy83pav2TfsWo4QBxbguGWghgSkjFWYVEgzeoQyXjCvDGBdSG45ppsQeCI6ZqUciyY54HNOaSaGFLgDg7p8Urn9GDoowWYGuoFhJyTUAuT3GyNE2yYfLqvOVMOZA9vRtsvXgSPLk/3wy+/aeTB6rdZHY4EhwXX+l5trrYPp05A/jPTnbPvVTt6dX28P+j+QFxTFvPDqmmCExXcpGH2U2qXoc95T+HH5+AUTjfWfgAQAA",
-		},
-	}
-
-	lmEvents := parseCloudWatchLogs(cloudWatchEvent)
-
-	time := time.Unix(0, 1661436368000*1000000)
-	expectedLMEvent := ingest.Log{
-		Message:    "I0825 14:06:08.442600      11 factory.go:377] \"Unable to schedule pod; no nodes are registered to the cluster; waiting\" pod=\"kube-system/coredns-657694c6f4-n5bmm\"",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:lambda::280443500820:function:ak-eks-logs"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:ec2::664833354492:instance/i-01fb3c5139e4b27bb"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, lmEvents[0])
 }
 
 func TestRDSLogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "rds.amazonaws.com"}
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "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",
@@ -191,16 +184,19 @@ func TestRDSLogs(t *testing.T) {
 	lmEvents := parseCloudWatchLogs(cloudWatchEvent)
 
 	time := time.Unix(0, 1596584764000*1000000)
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "2020-08-04 23:46:04 UTC::@:[5275]:LOG:  checkpoint starting: time",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:rds::664833354492:db:database-1"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:rds::664833354492:db:database-1"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, lmEvents[0])
 }
 
 func TestRDSEnhancedLogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "rds.amazonaws.com"}
+
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "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",
@@ -210,16 +206,19 @@ func TestRDSEnhancedLogs(t *testing.T) {
 	logs := parseCloudWatchLogs(cloudWatchEvent)
 
 	time := time.Unix(0, 1596671721000*1000000)
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "{\"engine\":\"MYSQL\",\"instanceID\":\"database-2\",\"instanceResourceID\":\"db-3AA6AU62HV6KOH2W6IU7IN6I4Q\",\"timestamp\":\"2020-08-05T23:55:21Z\",\"version\":1,\"uptime\":\"00:20:17\",\"numVCPUs\":1,\"cpuUtilization\":{\"guest\":0.0,\"irq\":0.0,\"system\":0.8,\"wait\":0.2,\"idle\":97.3,\"user\":1.6,\"total\":2.7,\"steal\":0.1,\"nice\":0.0},\"loadAverageMinute\":{\"one\":0.0,\"five\":0.0,\"fifteen\":0.0},\"memory\":{\"writeback\":0,\"hugePagesFree\":0,\"hugePagesRsvd\":0,\"hugePagesSurp\":0,\"cached\":435728,\"hugePagesSize\":2048,\"free\":100836,\"hugePagesTotal\":0,\"inactive\":294920,\"pageTables\":3476,\"dirty\":280,\"mapped\":61940,\"active\":524112,\"total\":1019328,\"slab\":42776,\"buffers\":25824},\"tasks\":{\"sleeping\":96,\"zombie\":0,\"running\":0,\"stopped\":0,\"total\":96,\"blocked\":0},\"swap\":{\"cached\":0,\"total\":4095996,\"free\":4095996,\"in\":0.0,\"out\":0.0},\"network\":[{\"interface\":\"eth0\",\"rx\":654.28,\"tx\":2893.35}],\"diskIO\":[{\"writeKbPS\":5.13,\"readIOsPS\":0.17,\"await\":0.71,\"readKbPS\":0.67,\"rrqmPS\":0.0,\"util\":0.04,\"avgQueueLen\":0.0,\"tps\":1.4,\"readKb\":40,\"device\":\"rdsdev\",\"writeKb\":308,\"avgReqSz\":8.29,\"wrqmPS\":0.0,\"writeIOsPS\":1.23},{\"writeKbPS\":27.4,\"readIOsPS\":0.17,\"await\":0.32,\"readKbPS\":0.67,\"rrqmPS\":0.0,\"util\":0.08,\"avgQueueLen\":0.0,\"tps\":2.53,\"readKb\":40,\"device\":\"filesystem\",\"writeKb\":1644,\"avgReqSz\":22.16,\"wrqmPS\":2.27,\"writeIOsPS\":2.37}],\"physicalDeviceIO\":[{\"writeKbPS\":5.13,\"readIOsPS\":1.17,\"await\":0.48,\"readKbPS\":4.67,\"rrqmPS\":0.0,\"util\":0.08,\"avgQueueLen\":0.0,\"tps\":1.67,\"readKb\":280,\"device\":\"xvdg\",\"writeKb\":308,\"avgReqSz\":11.76,\"wrqmPS\":0.68,\"writeIOsPS\":0.5}],\"fileSys\":[{\"used\":379496,\"name\":\"\",\"usedFiles\":210,\"usedFilePercent\":0.02,\"maxFiles\":1310720,\"mountPoint\":\"/rdsdbdata\",\"total\":20496340,\"usedPercent\":1.85},{\"used\":2172928,\"name\":\"\",\"usedFiles\":75334,\"usedFilePercent\":11.5,\"maxFiles\":655360,\"mountPoint\":\"/\",\"total\":10190104,\"usedPercent\":21.32}],\"processList\":[{\"vss\":760392,\"name\":\"OS processes\",\"tgid\":0,\"parentID\":0,\"memoryUsedPc\":3.67,\"cpuUsedPc\":0.02,\"id\":0,\"rss\":37452,\"vmlimit\":0},{\"vss\":2148212,\"name\":\"RDS processes\",\"tgid\":0,\"parentID\":0,\"memoryUsedPc\":26.49,\"cpuUsedPc\":1.47,\"id\":0,\"rss\":270036,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4745,\"rss\":154532,\"vmlimit\":\"unlimited\"},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.02,\"id\":4748,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4749,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4750,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4751,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4752,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.02,\"id\":4753,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4754,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4755,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4756,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4757,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4758,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.15,\"id\":4759,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.02,\"id\":4760,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.02,\"id\":4761,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4762,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.02,\"id\":4763,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.02,\"id\":4764,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4765,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4766,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4767,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4780,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4782,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4784,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4785,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4786,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4788,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4789,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4790,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4791,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.02,\"id\":4795,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4796,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4797,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4798,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4799,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4814,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.0,\"id\":4867,\"rss\":154532,\"vmlimit\":0},{\"vss\":720284,\"name\":\"mysqld\",\"tgid\":4745,\"parentID\":4741,\"memoryUsedPc\":15.16,\"cpuUsedPc\":0.05,\"id\":5100,\"rss\":154532,\"vmlimit\":0}]}",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:rds::664833354492:db:database-2"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:rds::664833354492:db:database-2"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[0])
 }
 
 func TestLambdaLogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "lambda.amazonaws.com"}
+
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "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",
@@ -229,16 +228,18 @@ func TestLambdaLogs(t *testing.T) {
 	logs := parseCloudWatchLogs(cloudWatchEvent)
 
 	time := time.Unix(0, 1598517709043*1000000)
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "START RequestId: b8cf7efa-a997-4a31-a1ff-881feee2273e Version: $LATEST\n",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:lambda::197152445587:function:observatory-worker"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:lambda::197152445587:function:observatory-worker"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[0])
 }
 
 func TestEC2FlowLogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "ec2.amazonaws.com"}
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "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",
@@ -248,16 +249,18 @@ func TestEC2FlowLogs(t *testing.T) {
 	logs := parseCloudWatchLogs(cloudWatchEvent)
 
 	time := time.Unix(0, 1616399355000*1000000)
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "i-067b718e521cdf437 197152445587 eni-071fbace220860313 52.119.221.63 10.134.7.224 443 45224 6 18 6689 1616399355 1616399414 ACCEPT OK",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:ec2::197152445587:instance/i-067b718e521cdf437"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:ec2::197152445587:instance/i-067b718e521cdf437"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[0])
 }
 
 func TestNATFlowLogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "natGateway.amazonaws.com"}
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "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",
@@ -267,16 +270,19 @@ func TestNATFlowLogs(t *testing.T) {
 	logs := parseCloudWatchLogs(cloudWatchEvent)
 
 	time := time.Unix(0, 1617877079000*1000000)
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "2 197152445587 eni-16105f5a 10.134.1.163 10.134.5.180 1382 56061 6 1 40 1617877079 1617877138 ACCEPT OK",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.networkInterfaceId": "eni-16105f5a"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.networkInterfaceId": "eni-16105f5a"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[0])
 }
 
 func TestParseCloudfrontlogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "cloudFront.amazonaws.com"}
+
 	// Data preparation
 	time, _ := time.Parse(time.RFC3339, "2020-04-08T13:08:34+00:00")
 	record := events.S3EventRecord{
@@ -288,7 +294,8 @@ func TestParseCloudfrontlogs(t *testing.T) {
 				Key: "Key",
 			},
 		},
-		EventTime: time,
+		EventTime:   time,
+		EventSource: "cloudFront.amazonaws.com",
 	}
 
 	records := make([]events.S3EventRecord, 0)
@@ -306,7 +313,7 @@ func TestParseCloudfrontlogs(t *testing.T) {
 	w := gzip.NewWriter(f)
 	_, err := w.Write([]byte(logMsg))
 	if err != nil {
-		fmt.Println("Error in writing log in file")
+		log.Println("Error in writing log in file")
 	}
 	w.Close()
 
@@ -315,7 +322,7 @@ func TestParseCloudfrontlogs(t *testing.T) {
 	result := make([]byte, 100)
 	_, err = f.Read(result)
 	if err != nil {
-		fmt.Println("Error in reading from file")
+		log.Println("Error in reading from file")
 	}
 	defer f.Close()
 
@@ -327,10 +334,11 @@ func TestParseCloudfrontlogs(t *testing.T) {
 
 	lmEvents := parseS3logs(s3Event, getContentsFromS3BucketMock)
 
-	expectedlmEvent := ingest.Log{
+	expectedlmEvent := model.LogInput{
 		Message:    "Test the Cloudfront logs",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:s3:::CloudfrontLogBucket"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:s3:::CloudfrontLogBucket"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedlmEvent, lmEvents[0])
@@ -343,37 +351,23 @@ func TestParseCloudtrailLogs(t *testing.T) {
 		},
 	}
 
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "ec2.amazonaws.com"}
+
 	logs := parseCloudWatchLogs(cloudWatchEvent)
 
 	time := time.Unix(0, 1618555235714*1000000)
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AssumedRole\",\"principalId\":\"AROAS3ZZTSSJZC36CRUZ4:LMAssumeRoleSession\",\"arn\":\"arn:aws:sts::197152445587:assumed-role/LogicMonitor_119/LMAssumeRoleSession\",\"accountId\":\"197152445587\",\"accessKeyId\":\"ASIAS3ZZTSSJVBZZRIN7\",\"sessionContext\":{\"sessionIssuer\":{\"type\":\"Role\",\"principalId\":\"AROAS3ZZTSSJZC36CRUZ4\",\"arn\":\"arn:aws:iam::197152445587:role/LogicMonitor_119\",\"accountId\":\"197152445587\",\"userName\":\"LogicMonitor_119\"},\"webIdFederationData\":{},\"attributes\":{\"mfaAuthenticated\":\"false\",\"creationDate\":\"2021-04-16T06:03:12Z\"}}},\"eventTime\":\"2021-04-16T06:27:05Z\",\"eventSource\":\"ec2.amazonaws.com\",\"eventName\":\"DescribeInstanceStatus\",\"awsRegion\":\"ap-northeast-1\",\"sourceIPAddress\":\"34.221.10.3\",\"userAgent\":\"aws-sdk-java/1.11.918 Linux/4.14.193-149.317.amzn2.x86_64 OpenJDK_64-Bit_Server_VM/11.0.3+7-LTS java/11.0.3 vendor/Amazon.com_Inc.\",\"errorCode\":\"Client.RequestLimitExceeded\",\"errorMessage\":\"Request limit exceeded.\",\"requestParameters\":{\"instancesSet\":{\"items\":[{\"instanceId\":\"i-0d345eec77c8a08b1\"}]},\"filterSet\":{},\"includeAllInstances\":false},\"responseElements\":null,\"requestID\":\"23b2ea29-b7b1-449f-a584-035f485f05cf\",\"eventID\":\"703a3ad3-3d3d-4bd1-8637-3692f850e857\",\"readOnly\":true,\"eventType\":\"AwsApiCall\",\"managementEvent\":true,\"eventCategory\":\"Management\",\"recipientAccountId\":\"197152445587\"}",
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.accountid": "197152445587", "system.cloud.category": "AWS/LMAccount"},
-	}
-
-	assert.Equal(t, expectedLMEvent, logs[0])
-}
-
-func TestParseCloudtrailLogsS3(t *testing.T) {
-	cloudWatchEvent := events.CloudwatchLogsEvent{
-		AWSLogs: events.CloudwatchLogsRawData{
-			Data: "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",
-		},
-	}
-
-	logs := parseCloudWatchLogs(cloudWatchEvent)
-
-	expectedLMEvent := ingest.Log{
-		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AWSService\",\"invokedBy\":\"cloudtrail.amazonaws.com\"},\"eventTime\":\"2023-03-03T07:30:04Z\",\"eventSource\":\"s3.amazonaws.com\",\"eventName\":\"GetBucketAcl\",\"awsRegion\":\"us-east-1\",\"sourceIPAddress\":\"cloudtrail.amazonaws.com\",\"userAgent\":\"cloudtrail.amazonaws.com\",\"requestParameters\":{\"bucketName\":\"aws-cloudtrail-logs-700010466334-8d075b05\",\"Host\":\"aws-cloudtrail-logs-700010466334-8d075b05.s3.us-east-1.amazonaws.com\",\"acl\":\"\"},\"responseElements\":null,\"additionalEventData\":{\"SignatureVersion\":\"SigV4\",\"CipherSuite\":\"ECDHE-RSA-AES128-GCM-SHA256\",\"bytesTransferredIn\":0,\"AuthenticationMethod\":\"AuthHeader\",\"x-amz-id-2\":\"La8vQCxEf9pcqy/H8Y7Rs7aULfw0Qkc0EI+uKOFTyuMu8of/2a/yvPO6hKck3V5YaGneBCVwzkw=\",\"bytesTransferredOut\":568},\"requestID\":\"TAQNDGTZC32834P4\",\"eventID\":\"2514d9c5-5365-4b24-ac86-241dea825ad6\",\"readOnly\":true,\"resources\":[{\"accountId\":\"700010466334\",\"type\":\"AWS::S3::Bucket\",\"ARN\":\"arn:aws:s3:::aws-cloudtrail-logs-700010466334-8d075b05\"}],\"eventType\":\"AwsApiCall\",\"managementEvent\":true,\"recipientAccountId\":\"700010466334\",\"sharedEventID\":\"59523b9c-953d-4110-b4d5-b8209621af88\",\"eventCategory\":\"Management\"}",
-		Timestamp:  time.Date(2023, time.March, 3, 7, 30, 27, 87000000, time.Local),
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:s3:::aws-cloudtrail-logs-700010466334-8d075b05"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:ec2::197152445587:instance/i-0d345eec77c8a08b1"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[0])
 }
 
 func TestElbGzipLogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "elb.amazonaws.com"}
 	message := "2020-05-11T09:24:27.754579Z test 78.82.62.133:64107 172.40.0.85:80 0.00005 0.000852 0.000027 304 304 0 0 \"GET http://test-56808838.eu-west-1.elb.amazonaws.com:80/ HTTP/1.1\" \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_3) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.138 Safari/537.36\" - -"
 	fileName := "AWSLogs/123123123123/elasticloadbalancing/us-west-1/2020/06/02/123123123123_elasticloadbalancing_us-west-1_test_20200511T0925Z_34.242.46.46_4jtxqo72.gz"
 	time, _ := time.Parse(time.RFC3339, "2020-04-08T15:08:34+02:00")
@@ -404,7 +398,7 @@ func TestElbGzipLogs(t *testing.T) {
 	w := gzip.NewWriter(f)
 	_, err := w.Write([]byte(logMsg))
 	if err != nil {
-		fmt.Println("Error in writing log in file")
+		log.Println("Error in writing log in file")
 	}
 	w.Close()
 
@@ -413,7 +407,7 @@ func TestElbGzipLogs(t *testing.T) {
 	result := make([]byte, 512)
 	_, err = f.Read(result)
 	if err != nil {
-		fmt.Println("Error in reading from file")
+		log.Println("Error in reading from file")
 	}
 	defer f.Close()
 
@@ -427,16 +421,17 @@ func TestElbGzipLogs(t *testing.T) {
 	lmEvents, _ := parseELBlogs(s3Event, getContentsFromS3BucketMock)
 
 	//Assertion
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    message,
-		Timestamp:  time,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:elasticloadbalancing:us-west-1:123123123123:loadbalancer/test"},
+		Timestamp:  time.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:elasticloadbalancing:us-west-1:123123123123:loadbalancer/test"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, lmEvents[0])
 }
 
-//Test case for AWS kinesis logs from cloudtrail
+// Test case for AWS kinesis logs from cloudtrail
 func TestParseKinesisFirehoseLogs(t *testing.T) {
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
@@ -444,6 +439,8 @@ func TestParseKinesisFirehoseLogs(t *testing.T) {
 		},
 	}
 
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "firehose.amazonaws.com"}
+
 	logs := parseCloudWatchLogs(cloudWatchEvent)
 
 	localTime := time.Local
@@ -452,16 +449,18 @@ func TestParseKinesisFirehoseLogs(t *testing.T) {
 		timeValue = time.Date(2021, time.April, 26, 5, 45, 15, 228000000, time.Local)
 	}
 
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AssumedRole\",\"principalId\":\"AROAS3ZZTSSJZC36CRUZ4:LMAssumeRoleSession\",\"arn\":\"arn:aws:sts::197152445587:assumed-role/LogicMonitor_119/LMAssumeRoleSession\",\"accountId\":\"197152445587\",\"accessKeyId\":\"ASIAS3ZZTSSJ5UWDCK2J\",\"sessionContext\":{\"sessionIssuer\":{\"type\":\"Role\",\"principalId\":\"AROAS3ZZTSSJZC36CRUZ4\",\"arn\":\"arn:aws:iam::197152445587:role/LogicMonitor_119\",\"accountId\":\"197152445587\",\"userName\":\"LogicMonitor_119\"},\"webIdFederationData\":{},\"attributes\":{\"mfaAuthenticated\":\"false\",\"creationDate\":\"2021-04-26T05:23:11Z\"}}},\"eventTime\":\"2021-04-26T05:30:50Z\",\"eventSource\":\"firehose.amazonaws.com\",\"eventName\":\"DescribeDeliveryStream\",\"awsRegion\":\"ap-northeast-1\",\"sourceIPAddress\":\"34.214.159.46\",\"userAgent\":\"aws-sdk-java/1.11.918 Linux/4.14.193-149.317.amzn2.x86_64 OpenJDK_64-Bit_Server_VM/11.0.3+7-LTS java/11.0.3 vendor/Amazon.com_Inc.\",\"errorCode\":\"ResourceNotFoundException\",\"errorMessage\":\"Firehose firehosedelievery under account 197152445587 not found.\",\"requestParameters\":{\"deliveryStreamName\":\"firehosedelievery\"},\"responseElements\":null,\"requestID\":\"dd1d624c-66ab-9056-841d-300639f2b022\",\"eventID\":\"f25e9886-5059-4b07-90d1-d29a965c0a0f\",\"readOnly\":true,\"eventType\":\"AwsApiCall\",\"managementEvent\":true,\"eventCategory\":\"Management\",\"recipientAccountId\":\"197152445587\"}",
-		Timestamp:  timeValue,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:firehose::197152445587:deliverystream/firehosedelievery"},
+		Timestamp:  timeValue.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:firehose::197152445587:deliverystream/firehosedelievery"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[4])
 }
 
 func TestKinesisFirehoseErrorLog(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "firehose.amazonaws.com"}
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "H4sIAAAAAAAAADWPQW7CMBBFrxJ5jZTYHtsxu0gNbNpVsqtQ5RITrJI48piiCnH3Di0s/fxm5v8rmzyiG33/s3i2Zi9N33y8tV3XbFu2YvEy+0SYW8OVAFCqNoRPcdymeF7op3QXLL/C7DHgISR/jOjLwWW3eTz+9S4n7ybyBySA50/cp7DkEOdNOGWfkK3fmduz3Z/dfvs539GVhYGGpOYcVAWmri1UWlAUIQ0IS7kMKC2VEbbWQmqj7shaY4WGik7lQAWzmygr19yCrKCSgtvVszit78koXuNYHGIqHl2KZxl2291+AT15qVomAQAA",
@@ -476,10 +475,11 @@ func TestKinesisFirehoseErrorLog(t *testing.T) {
 		timeValue = time.Date(2021, time.April, 26, 9, 46, 43, 219000000, time.Local)
 	}
 
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "Test Log for kinesis firehose",
-		Timestamp:  timeValue,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:firehose::197152445587:deliverystream/dataFirehose"},
+		Timestamp:  timeValue.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:firehose::197152445587:deliverystream/dataFirehose"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[0])
@@ -492,6 +492,8 @@ func TestKinesisDataStreamLog(t *testing.T) {
 		},
 	}
 
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "kinesis.amazonaws.com"}
+
 	logs := parseCloudWatchLogs(cloudWatchEvent)
 
 	localTime := time.Local
@@ -500,10 +502,11 @@ func TestKinesisDataStreamLog(t *testing.T) {
 		timeValue = time.Date(2021, time.April, 27, 8, 55, 50, 324000000, time.Local)
 	}
 
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AssumedRole\",\"principalId\":\"AROAS3ZZTSSJTJMESL5PU:LMAssumeRoleSession\",\"arn\":\"arn:aws:sts::197152445587:assumed-role/BhushanPuriPortal/LMAssumeRoleSession\",\"accountId\":\"197152445587\",\"accessKeyId\":\"ASIAS3ZZTSSJV4QL3KY6\",\"sessionContext\":{\"sessionIssuer\":{\"type\":\"Role\",\"principalId\":\"AROAS3ZZTSSJTJMESL5PU\",\"arn\":\"arn:aws:iam::197152445587:role/BhushanPuriPortal\",\"accountId\":\"197152445587\",\"userName\":\"BhushanPuriPortal\"},\"webIdFederationData\":{},\"attributes\":{\"mfaAuthenticated\":\"false\",\"creationDate\":\"2021-04-27T08:34:28Z\"}}},\"eventTime\":\"2021-04-27T08:39:15Z\",\"eventSource\":\"kinesis.amazonaws.com\",\"eventName\":\"ListTagsForStream\",\"awsRegion\":\"ap-northeast-1\",\"sourceIPAddress\":\"34.220.47.95\",\"userAgent\":\"aws-sdk-java/1.11.918 Linux/4.14.193-149.317.amzn2.x86_64 OpenJDK_64-Bit_Server_VM/11.0.3+7-LTS java/11.0.3 vendor/Amazon.com_Inc.\",\"requestParameters\":{\"streamName\":\"kinesisTestSream\"},\"responseElements\":null,\"requestID\":\"f85f8e09-9fda-a448-a15e-41fa3263205e\",\"eventID\":\"d815bd8e-1016-46a6-8f68-608a42b9b7d3\",\"readOnly\":true,\"eventType\":\"AwsApiCall\",\"managementEvent\":true,\"eventCategory\":\"Management\",\"recipientAccountId\":\"197152445587\"}",
-		Timestamp:  timeValue,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:kinesis::197152445587:stream/kinesisTestSream"},
+		Timestamp:  timeValue.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:kinesis::197152445587:stream/kinesisTestSream"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[1])
@@ -515,7 +518,7 @@ func TestECSLog(t *testing.T) {
 			Data: "H4sIAAAAAAAAAO29aXPbOPY9/FW6+q0HNlYSSNXzQvsuWZRELf+ZmsJGa5esxZb0q/nuDyQ56Tiy3HaWjp2wK53YJEBi4znnAhcX//fnxC6X8sY2t3P754c/04lm4r+VTKORyGX+/Nefs/upXbjLSPiIYUoZ4767PJ7d5Baz9dzduZL3yys9nq3NaiEH4+PNxmph5eSLfP9N7VM196n+K+dgOlus+lYuVwC5TMu1WurFYL4azKbZwXhlF8s/P/y/P+Wf/zk8MHNnp6v9lf/7c2Dcc4mHMEYEC+pDwT2feJBDxHzOCSM+86gg1ONUMIE49KC77RGIfezetBq4Gq/kxBUeea58PqYe8jz0r48t4R7/f//+0+7fGLpiuAL9+88P//4TXUL+7z//9e8/10u7KBh3d7Daujsu7cq13SFNYrlcT6wJZmN7SDpfDKZ6MJfjgjneD2qJBun1mo1Gsd5qh7VOxet+KFeO+fbZGq4Mhze63HJxfLP794Nr5Q/L1fLDh89b9IM8vg8sXM6r8WR6s1zN9Kg/G0+uzj5U69l6unoo0OdP+3jbJS7Z7ccSNwqfStz0PJquXAeHhMvjM1Oz6cpuVsd2eLhWcC+2iy+a5nVt8mT9B3LyRf1P6/2SOu47sConx3J9kft/7v69VQWTtcYu5H44puVK7iuzvyVXq8VArVd2eazeJJKJtRvGbjBoubLHF0ZyvDzWVbvP4OERx7dhiBGAFBDYhPwDoR8Q7LmX/m//7MOIaw4mT6YUHyDuHZ55SNaYrRf6mNBqfCkncjebuja61LPJX6k+VTJt9x+XsoWpG/lTbVMLawarxtzqQbQvuCvi8thy98vA3nwc8usluLf7D/TY44d3Fq4TxixcRx9SMHqJOL/EmFwiAT+1buLGvf3Yd/dLsDQjMJR38gpdInTpvsg/yoPpenPl8ro/ggBExSVBvqvGboovN9z7r0f/qM3ttJguuR9BcrD6b8Mu7uziv2Hlyj0DXpILH5SbjT+Ozz1c+cNV2cwWV4lDY+xb4r+Fqb48FGphb9euJtdy4ZpkDy7H7ntJuwTHrMcMHxMehtb/249veeN+Qvu+3n8JD7UeAEgipiKDsNXUMim9/dD6lB6fpsfS05GDK+37ClorHqUnp+k94llKlKBMcepH7FF6+kR661uIoVUR01BE6FF6dppeWEwiL/IQYyZC6nH5vSfKT7iOqIXWp1JB73F5/NP0Emsh3ZepjG8wEY/Lw0/TW+pbjqLIRNxEdj/2P0svnqivYdrBu4mUqy3B8FF6BJ+osGtH7nkMMc2YguRxhid6GBMIPS6tFDCKuIweZ3iii6n23VctXQczwRjRjzM80ccUuhGBuTZc+FB79HGGJzrZQkJ9RSVXimKr8OMMT/Sywn4EfbOnS2kNU48zPNHNEiPLfE9DBCWR8os6PNHPClHEqWTcWqiV90WRnuhowrSB0KGa+8vy6PHAQ0/0tON840OpBfEIY/Dxl4Of6GnXzVBRqiKOtCvUfij954DADtbm7ou3mbGd7PWGyzBdj8d/4UchfXiG+5is1poBRDgFlGIFpOcz1zraKJ8zrBX7C4UfMhGBrbQeBkhQCahhHlCG+ADLiDrd4oYptg9YJU1tOt5ri9VibT8xwyeRcb9MzAcpOR4fkk/k1ImWfXkPIumLXCnHPDezxfaQs/Ip6cOLHA8P3G+JZ/jyf/vW/CbRRWLRFYuuWHTZ31JhDT5WvmFXH/szOth3DxdckpWdLB/k1PRj433MBwbm8Pg7OV7bJ7Mc7vyN6nqU5ozSepTmjLp6nOZpRfUozRkV9bg8TyunR2nOqKVHac4opMdlfloVPS7z00LoizI/qX0epTkjdx6neVrhPK7X06LmUZozOuaLNnxSujx+ztNq5fEYe1qgPEpzRpM8rvuTMuR1SkQT6/ncR4BYrAFlVgJBlASKW0H3JM20PlEiihvGrC+Aa32nRCAiQPg6An7kRr1lhmsW/ZJKhMZK5BuUSEjK6SCkvViJfCclgrwPDL1YiZCnlciS/K0QydlVcq1HdlWeHec0vkqIEOpECLp0eoSSJ2TI//v5OuQ/zwkRdWiBT21yux7sdtvVYWLHZRp/ahl373AlP1uuvkh56dr6Uzt92erPo7Y0ZrB/vhwfoPHjmPr3n43BzVSu1gv7Oda4iyE9lCI1mPedVFoPHgZQJpXOZ0DQSIBEpoEwB7lUBTTyCcy8Q3q1L2hzIafLyC4W1hT2D9ybwJ8NU/eWil31Zw/fn7uRdzi//2Jdug1wXeNEF8CHu4ubbXU2wOMS0rfXpayedmZk2YmGZV/fB5N1u5xLwWVxMLkqeouaTdDxTTS4v1owim78ZZfn8rMZ2eVH8zB18/89WcDaenWY/PD/d8JtVZJn7cZ1+1pcZ5IkkTi1qKHjcuZB4EOKgRNPzgwnPgfIQbpjP0fikXeGx1xPHYb4RxH5N5DxF8K3Gx8+NMiHD8cP6nAzEVQf47S7/eHz8fW//7x75mQxc34Dc3rX3VquWi3EzPmdmBPDD1C8K+bc8x8Tl9R7/9TpLAVnfs/HrmuWYIZvtjeeWojddAUeN8UznPqCR/yGZLvxo1u9nWcVTUbt+rh5f7271bvc3Y5uh7dyuth1w9Umt6xGFKqtkBiz3HXn7qqQETZKpJN31/lhsCrV1SZPv4ZsvQrLBDzb7uRCr3dCtmpvgxuMgdbOvqTU2ZwKRwI4i5l4OvItp+eMxh9Oti8akb8AC3sxC8csHLNwzMIxC/84Fp5VNnKzyMzTy/W6117U5qJSvqtNMku2C+53LZhd4Pwo4V+EZureNcgvmuXVdp0ihudbrDi2TRtkqvlk+aJ8/zUsjNtestgRxVy91KmesLDkESJaecCnkQUHPlYaE0ARlpZqHPGIxCz8Y1nYf0MszKptjzq91vleLHwr13IFEZja+x/Bwb18z082E7Ufx8GfWuQ1HPxZrV/NwI/y/qP8C8UH/ML54z0FP82/C7N88Ur2w3eV+KwWX0HEDF9idok8cokhetmCtofexoL2pzW4F67OMc+DkglAhfYAVdYC4fADMOFbLaAi0qDTWU0GNRPCB9L4EFCuLZDIQMDhfrVUcg8z9EuuzvE3hKvvz7qJV+d+6urcd/ATCmdjNyS+DlP/ZnHu55s2z1k2d4eKv9JB6JjpNe5BLgeAhmIdRdYqyBSh3Jw4ZhxSQWOJlcKnxCgjoXw6FVOKSu8AbYoi4z+dSlJv/5RIOLxjET513TmkspFGErm3Iu5b4p86pxxScc8wB6la+TASHJ26pxxSIU2ZjzEVvmbYPOHAcyy9YJx7GnNEiGeiM3WMDKMuiYNsErnqnqmjYZE0AkqhIuLLJ1xiDqmUNcjjSGn3TAO9U6ehY7mkxtIRRMS40tqcKReBHCGhIRGUuUY5dXY6pNLWJ9RCigR2nEP506mEM5uMQZQQjphjo6dTuR62EruqYuU5w+vMG30cSc8j0o88TNyfMz3k+9L3jKvdvkHOjS+uqVML1JMcUkrQmVY1XHHja+xqqBn19Ne4EUklhYCQAEz9CFCqOJCSYiDdp6K173EZ+SdCxReSEyMNMDJyEocxp244oUBBTYWMCFQG/pJCRfxoodJuPFTgaU4upBPFXFDKNithLciW0zhLS09QK+aOprjH3Ccijtz5NySG6JkputXfmwh/6Zmv5i8oLql/6b3QJHhD/LUXOomXySE56g/G/527rPuJseND/9KAn1rznD50Ys4upp9GAveV9Rlx3521zr7wPQQkkwJgRJmkDGmh5SGfWR/VUsPq2dTsi+3GMjyDEP93kEaHoem00vHCsx7qnUzQaBZrDyWcDxZ/TTgm5os/CPzXH/ux9oc4DrI/EpXPRWpzNrLHxIX6rKhIcd7D43UHh8NMMiNTnXBX7pixJvVVpVHMVTL1VCFRuGnc3ZvptJxCsNvbltEmqs7KmX4itbnr9gaNxLZ1jdhqWFolBol57WaAr4Y3d5XWctUvtiqVUTgZen5+GWZ9aUZbXCy1U+PrkKdu54mbQenq0388mUlUZDqdYdVdBlWGdVhttmh1W6h0u/3+SK6a2U79fr6BqdIdTPbn13wSNpbodkW7BTO93hWSi77GF91p3WtxMl0FtcpNXnaSpeJ9bny1HiVrppBsajEIO/Lmup6pNVv1ZMuDu7Jppm+Gt2g8TvPGZFKrZWu3MKg2U7ttszDMF9hiO9+07lf1YhEtx9dodc/X2+r9apuZJ1tBa6iz1V7Nq5REbttB42xYSV10lrsmqS4jb9O6MKldaZpM3WRobTlOJOQqm/bq+ZnIVmydyvq9Tl8nbm7YhuXgPaewsknb8MJrX6M1H+76i4Vr2YvqwrgvebLlQZ2JXmeQ8pbtZn2e2pTqhYSn5Y0HzXTWndW7RbzYFXP9Oo9UOdNplxrlZaXfU73xrHXdTcyH/YRtDts05a01qu6GdxlvCufJlVwPU9t+6SKTHN7aRLjNyHauvglm+R3O3KcrUmbT9xdRtt0u1i/4cmbm1BtP6Easpvnbcbu4wdNstlwbmdubBRqkzcU4q/OTquolrmqDSabZzPg9GWQXu+yuV0L929s6kXjT3RVq3db4poqnNxgv28PFtG5uNOk1x1cc1S4u4BLf8t6FGq2m2XaFpxfFi1pGjZKj4bgbBnrb21yVEp3OxW63GNRwYxS2eHN41V2KkLRuVuG0uMl3rhoFll3WjqAs/zJLW8uPltlnF5+wxIJCq5b3ytXM97JOH8PS0+bp/06nq43jQoSkBHtFDaiRGHArMBAe4gx6fkQ9eiIb3OuFU9YUCL2fwoZcAUFddqezrVNF3IEX/RFT2IVE5cOHTwT15Qz2C/H6p09f73GzLx08Zz5rUk95IuJUAuvtHbqR43VlfB9ECCsdUanNgxf4arxM25UcfIR19/vn4qRZbtyhS3y0jv9uGaaRP3rk6fG+zNeL2d3AWLNfXPq4tvIgHc6vH32zFOMwnjP6lr1ltVavFCRL8ZzRd9xbhl86Z4S/w4p4U97cDKY3XzcPv18Qx5c+vfzrM3iDy+F2sZgtUjNzrHl11ljrvqt242Ep8nC7cvzQjyDWt38c7/9hZnb5x3S2+sNuBsuPIPukhF99bMcPD4vkX6y2r5ZGgdXALoBegsXNF2vsn1bUzyb7DdfRb9v4un81ufNIrThn7XK6DudXKFo2VsXkIlXms+F0RnyfJ22iZO/vU5Cl1A5tGvnMbAvXIkyFYUSXNEpsWs+toxPIToUJTnW6/LqHG2EzrCNeOhEhkWbGp9oHjmgisN/pB4TxLXBUw2VEhCfsT/Nme2as/XT58e2MjWLG/gbGrre8ciZgnZixvxdjkw+Mv6dVHseYWFxiEi/zPLvMQzSTvva57wkhozOT9dxZTcaX2kYMcmd5nlsowVHknqWMQzsDzyxbCA9L7hv3UuoLn5xb3CDOZDbIN8jDHHtnlp8sp4oTwwmhHPnnli0QinyKIksdrhJlzrwRScy5EhpaRrTCZxZwfBUJLTHB1hJj5Ol+5UMqT/gGcmn3O80NPreUxT3Ph5FGXEHEmTnT9hFkkaJKME9qLvjpju1jKksx9Bj0jGYeV+cW4qzlRniOXZRyfH3mWYoaSihDxvUmNk/sxT+kwohyAg1DHoyIImcWcJQlmoiIus6GNEKn+9YflnkE065vXMNFzNX1TCrBNWFe5BO2X+A700MW+VyIyGAlI22ir1rmcQMqcl+EB6RUyKkezwKFMXNFMAQqT2kuT5d5qPKVINhzSGgIoMZ4QGlkgetZ5dheR9L+kss8PA4W+C1KpVsqt1utTD1WKt9PqaBv9kd5ibdf2dnKzoBeZmeL4MHW+dr5BSTQJXNCRPjvTq18NPM+NcvHgeWa8MOnyj8eYUbt7wI71f197BoDHvb/vgKiEYXC7CfSJWMOoiXhQCpFgXSGKYKQEKVOIdqDCgtGKOAMWkAdLAPFtMN1KPbI50sk5buBaITh3vHGKSVECeLC95w8gNiNDc/9yDyPYvejw2DHqs+sxOMYomOI/lUh+qMxmU5+e3Cx9wvRR/vxxGQ0CjwZPeyQcD/V258MDDD27vjsJwD7P05XvwKzjTN4GMMG4Gjv6y0hAtwZVMBjjCJDmXT2xAlmc4kcqEkOsL/PxPeYzbkHkEZQU+3MQ6t/Qcz24TNLdjFmx5j9y2J2LKu/QVZ/DtqvktOWsEg4EY2l0g5l3V9SOznNOImI5dqZ++IEmpVvfT9iGEQHD5VI+0BQgYA2SjBrlD74Lv+C0PzM2sw/Ds3vbWcjqZfKqXLnB/pS/EY7GzH/QL2XgbL/gbKnQfmf8qM47L0hl9hBKvLFC10p/uEdjW/IleIwqsDCzmeLFXCsvzi87V+fR9x7IsVv6EAx2mVLI9ScLC6yJDPsJKrL/jTT6JC5T66Dm/SuVE77YlHa9vzNwrvSFx1zp0tXE9HI9AMsb1LNbFqL8kXZb42ed6CApw4UqTDbSPB2snmdRGGWBaccCSPKBKVgv3YDnJmjgPCMAVoKa43QCir7sxwonh5hb9R34jX8/MyKRGw6xabTmzadMP+5LP13ZtOb8Xf8SlodT0A0W9zLhet3cETAT7/vBvPlMTlA/kLcmwjuVv5g8Jh2v+YJvyEty9ZYSBaUbicdr1ZqZXaJHhveqWUjuR4xartmtAjHUs3FRW+AZzdeo9b0alyP5k5HaQrbLXYTofubVm3RfY6WqUdOadkxcr2Jq8VGtdG5vibwdLGeMA9JTYDxndFLDfYAd/YvYMoiG0kJI3ZuJeiH0/LXjdBfgLafOQAnNqv/hrTDUqlbvq7HZvX3IGxIP7AXHn3Dv4tZ/W0B+45BghC+xPClEed/iln9soB9Szkx9g4oqUfr+XG57pnYfI9T/4Y0i7coM7TlkvR25cCMcc6DCTy4vspfKL9dxeGk5rVvNx3cMW2SvDZ2w8YFVFgv+DRnZBHeRbS2gbeJuk68PgxfysNMeIEvPBq0HVCc0CwhFnJONZCGOevX5xHgEjvrV3C639GIPfbTwvB9Oc5+AQJ95tyWmEBjAo0JNCbQmEC/JNBkp32/W/ariSq6KFVukmyAO7R8lRMNdNPZ7epBYZgbLoeJVaPJ4LVIjfPp7K0NdmZ2V12H17cX6+11luvbW1z5GgJF6TBfvE43UDGEp/vvLI6ghVIDzjkD1FoJFKEWiIhz7UVYw58XTf4XJNBnjm+JJ47/lkIb3e510Ckn44njt7TpbiwnysgXu91giHxICPrayWOX3/EYpvgJIv35U8fP0ejik7fRZ2Pq2HrnPG6i9VTv+899ouXZwWXpOE1XT7QSzbOEeZyl/hgxyr1Ej2drE80Wk8NgcN+xg1QwPT9j/bFvvsw4nt24YTY+eHO6jJ+Kc9QAx5ochpw1ySPMNh5iTJ0txcOjPjbHF2nONMsh69Vpua/gPsqjgRAwJj2AkFVAUmIB9KSikfWxJeLJCDrUN8rD/j54DoGOB4VjRMwscO80DPq+Z1T0hPWprSUoAkzu3f2l5kBGjkGlwlj7SvneQ7S+X80/6ZnzT2IaO0tjRdxtBzWvmSK9fJqk4/XP709j/9ofWH03G33Cn6fJ6RvYbjR5ya4AvdjOV1/FcGfZ9DHTnU12hnvs9FCkL0faZwyUfaCaLwMovpCgnlhU+kQPvcE8NZvvA2lk0z6tlrr5MO9XHrrhU8ESY4dqg1V/ciSObqWSaQaF1H/TmWyiVT7Pdk/6mzosVz4zAhjivmuKPYfnDqIAsdBoyY3PqD3BcyWkTwUkwLeOPahlGCjKuSMT68gAu9v7Q8G/vzFUquz/stsnTSE34M41/shur/Y7ZQ2XCGjliIgKZ8oJjDGIqDIWukYQVv4SptMzp33EnBNzTsw5vx/nzJQr351cOWAC97PFaD9wfyCnWN+jwouoYxLj6EEQDZQRAgihMdEcQyr0CadA4xONPAYivg8JaZAEgkgCIhR5ntDuf4tjTvlJnPLMSScxp8ScEnPK78cp5yfafhCrcIWgx30IIkIpoNoyIDzXiZz5VCnJsDCnloqFEYIRsYBgRpx5IxmQkaMW5iHjCxxRbn+I13/MKi9glbcUDCP2kjjbIrGXxHf3kvim3XvvxUniTWzee8IHI/a4+OhxUb5VGVmqZn2buW8tyj2KScuKKcGpemuVx/Or3FVSiNbVXZQoU9bobWv5kVm2bM6DpeV1Z22T5XS5VlvekfpzHheOF570uEh3UYn0Aswqh1nOL6hbKIkojyKgHAIAavc7AyQXwEoSRVBZZ2Ga2OPie5ExiqOcfAsd426CBddhPjbxvuPBBC+k5O8U5ni+77CpPVg3XxnteM/M8JKTy4cDYd6T08Xd5/V/bczj+RToT5lfFfvY5YRaeg7RIwglxJbCr4oUSwTBSikfODzjztAzdO/QEAFtPSUtdbCnT73iuWcVjbwIRJgbQJlvHdlECgjo7EwilEH8HMW8b7CP46bEltd7s7zEB3Tu/BmHhwPt4GC2ki8La9U45qgfcvwQK+znG2HPgf1Di30yzhxRvm4yTvLIw5oJoDE6BHB1cMv26zwMKUt9JbA+XeJR0reIuR71BceARq57hfY00B5xo9XnHlbv56D418BtHAYjPkLkLWnr7+HNLOeDG/f4e7l9ybRXY+VG+O94hoirxsph1cfzb4nGIopuUf848WAn8/Gxjw6d9xoE9hXTmGLXU4Y5wQs9AjjFGFjIrMQaQ0O9EwSOmKJU7FPhiACqnVSWXAhgPc83XBJPoF8yUCCKIxp8QxiiWuAnq80fiL+/keDdy1j/xYLXPzOvMZZL9/bxTBolx9K16/TmxRMdZZcrech1AKmvRWTv0uNOAr8woOsb0r5z96U3Brt9o6CzR4o/HTZb+xCbSAFkiOfQU3iAI2xAhDVVOhIOkM0J5PqR9FUEBfA9bYBDXx8oaThg7gbcOzZpLr4Gch3/fg5SGCIMoAcgeh+AHO+QjwE5BuQDID98aOXBZLD67QD5E9C+cLuCgkxAygDxEQIUMQiEvwdj5lkpJZcan6peaYjrF8GBsogCKlxlBKL7PWtOQ2uEfOx/1YFg7xyC39Ie6/cGwXHw7J8TPNv7QOmZSeB/LEjJu4me/bIoJXo2Hlu9mi1A38rxqq/7Vo/Anprmq+V+r9r+EAM7ns0Pz3wmgMmLH/QbetpcK+bfznGh2LzrXavUqqg2N3SbCjrR1l70hCl52/niYtVoZuz2rmrrhVaawtl9s9uStrC+u8s3LU37/R6+vXl1bBOWbvuJHAtziV4u26PohB8Jk3tW5YDvPzYKOTmetwmNtDpSFFL90zxtXjE6fwEnnHi/+LeQsl/rNOrFdDVeKPhOxIy8D4y9eKHgzOqsfflJQ9+yEiu8S86fYOO3vTwgv8A8e/5ModlEDqZXU7uKxrP7V58rFEUy0kRSgLHar71qDyiOPGCRUcoXVEBLT4iBISW0pgowHzJAfWOBUNoAzyJODEGK819zuSDeQx3j8LvF4XPOkC8/pTNznM5aWrnQ/fQBeH5DbD4i7r5xHg7ivNEa7O2f8cejOMeThWuN5WqxBU9cOh7N+fja0XH84apdHrO96uxOX2HpRcIBudIWuMHqA4nl/vxkZBHyLDP+aZR9D3HqE44BMkgDSqgEPMIO0r3Ip/u4TZ7yfkkgjzcux0AeA3kM5I+B/HMRvUexwc2x48GCPb6gv/gdfHnhDh/yvO70ZSml9iwHjPgeoEhywA3kQGBlJcWCSHQ6R7MHtj26A5/u1zCUU/IKGwl8jyno+UJh/EuG0ENvaZNwjOAxgsdTIm9tSuSxLH+VF7uByGIKgaLGyWJfK8C1ddqYQAQ1Rjp6OPL60aYhnxjtwMchcaQAFZHT3hH1ARMeNoRbwZF9P0hMCfYZFJwizKnwIIREMI8KyKC7hKjPCfExEwiRZyanSYzEMRLHSPy7I/GX8yGvmqBmCivkcRBhud/uryPAEYqAEcpIrXhkyalnD5SuDBgbB9tiP0GNMJBGIuCe4xNNFPfNudMD3zcWPzNBHWNxjMUxFsdY/OVE9KsmmZFShBsKfG33HiERB9xBLEA+o75CWlryxBlznsMxh2KAKSFcJmWcroYKMBsx6UnuEUl/STB+ZpI5BuMYjGMwjsH4dAXwVQGVPUmQ55N9YBKy3+tpgbASAikiyZDhmqsnTtaWHuVSe4BpuY+XSR0cS+sD7OCbSwwdJL+jGeNXwPEzM8YxHMdwHMNxDMefXC9etW5nEZKRHwFDqRPFPNpHi/LpPn6VgVZ6lnj8BIWN52BYWiedofIANb7nUFjsXa0lF/trSryjmCcvR2H6TDzBGIVjFI5R+LdH4cdeFa9BYqQhp0xxEB08KKSwgCsPA40jiiH0iafk6fQEhpRIwt3blNPDTGqgCGdA+0JZ7KuIq19y3Y4+E+wvRuIYiWMkjpH4C3e2VwVedaDDqHUy2EqnirVGgHtcAiKo52lkOX84C/CRN5vWnhFKAhVZf+9DwYBETh8ThbCVEVWQ/Zqq+JlIgDEW/y0Wd0vldquViQ9S+o6RABF6KRbj73DwxTftvGd7XEWXzAGueCrMyVMb7/9hWH7NxvvDIeGT2XSw3938cUfzIQrDsQme2Wr/TNbfcHO9l610r/OBzWyyyxu1LFTvEKe2rYNucFczJF8f3qKr64pKK2XVGN7n20RUgluYXM6TfJujm9UkInA3lnL56s31XoqUEoLUs4l2JShSfEp11kpGnZlCPGIARQQBaaEFOIJCeRAL4v+Qs3Jfsrn+2RH4VrfTv4Jtn4n6GLPt37JtHHf3/cfdDY7hZ3/HyLvjfTy1fx+CPP7rG0PtWsaJ0BwIDQWgHCEgIqgA5xxK6SpI+enEv481EtoTQEnEADUaAg6hBJ5PJJbQun9+zemmZyI7xqAbg+5vALqt/Qi/Hsuv3Wv5rmH3m4DWMAEPji0M6v0KK9mf7uoBSyJiJJLEwOgEaJmkkSSRB2i091WMLAVSQ+ggOhJGMp8jrH5JoH0mfmMMtPFc0i8/l/Qth6i+m6mkN3GI6t/NVMXzUk/OS23Wq+JFdXp9NawUy6g2kFezbHPYx6udGQ5haIqV7OI2l7I3075OddO3/aSD87vaYNucDG/yWZhWs231LljNa6Pn5qUIfHpeqitSoc9KYbKOUPuENi3FnnZmCGBm71MaRdE+CgEC0qdqv2gsyFnHpHhe6huZO95J+y3MzfxEo5kqejFzfy/mht/BRLL65WFpUuP1cvVNp4+IS/fhXT6sLL8n80h/qvo+EE0qbLo0D83xyjAyEHOCoI8Bs/vgBdIzQAnhbCcH35ZJQsxDHILPUR9LX1ufQ0CorwC11Dpjab+xgEpKmCKYil9ywyx9Sxtm31uw+/jE059z4ulDWPyfaCb93SmnbybU/Zswkw6DCizsfLZYAUfmi8PbPrePnkrxGxpGw51N5GV60t+K8KYwy5syXNxesFou1auQlMqhlaqvpN7K3oVg88140iSZXL1lJ7nFTIjprlCCEfUyNEtbzxtG8NQwgsngGtWbaQ+jqiDZxAlFEs4gxpY7IrUSUE8JID3NQQR5hKBFiEnzswyjp0fYL2ARxVuoY4vod7SIPjopZ2eL4AE8fkOj6CNuJr4YV64Fz3kuP9hRV19YUGf48kjeH2F5ZI9Qt4+LUdr/7DLdyfHafroaHn/7339O+UMa3+f71XykKQSUCUcPyHiAKaWsxQb5+tQJLGJERR7UgCjuzC7iho+QzgrTUhtfQSzxWSew943r8V7sbzK8SDkdhA8HXsW4/n32nrx4jerc3pN/9qQxdMnoJX2p8fWG3Z1v14PdbvtXUPzz3s1/pfwNbSNvcDvZoNtRs6VVkyT7zavMRaaYvMvpZEreZNaLHWvk1s3ctDou9K7b+WI3w269QV8WchdbzmzpZpyJNoVJQLqvdmaukjxkbdzIJ9Mkfe2fOrVJJoWiigJDpbONoO8DxQkEhCEvshEz9uxhxj/eNvpsfL1/i4jF++e/hTmbnkfTlesgZs7vZRHRD+iF05ZvgDn37h2cH87pRAK+f+4cT/bhSoCeTaPBDVB/IeFze4SeyPMb8qml3gAnh8EidzcpJZekuKD5u/tMdVefDUu3u5v8xRZuVxA2o5bty3XlZjqsl7Z0fhPVPbbiQox3cu37815Av4pPg1KY8q+rfr2UzJ3wqXUfvLBUA+x5GlBkFeCKSoCF8anlvieo/ll8+vSY+wWYNY6H8C3M2sCszGo0nmv8jnON9B9l1m9aEDyapMjR2ltm1TexHPjIi23gvpCPhwq55nrgqqcdJ0/S/oa0XdCpep5EnQkdD7qFO9sPm43RepPdNO+LG79jmu27BloUrnerzEUrP28FdzeoWB4O7u9lWLvf8UWq3xnk1jMinzWDCXpiidDRdqrTCUUjka84akie0LazeyVXzu6lXLm/XB0AxwyDyNufsqeIJIT/NNr+m1H3CxB4HETjWwjcu+7WctVqISbw70TgGH6A4t2YxoeVQkfETFw+iLg3yuEvtowd4i1BNFvcy8VHMnneLH6c4Tck1+IwAYtRppfFNl24b1/fNbbX62rz1heZ4P5C4M2FIq3rEMnM+G4uVkblhqFKjEcXgVnqzFXj+ia3gZVdwZSe9b85ZxOnWK7n0yCk11n/9KRDjLmNDPGB9AwBlCAEOKQQOIqgJorcYMTwJ9rEX462X4BP4zAZ3zTVXGv1SkHyB3rH/mZ8up9qxu+GT9meT/GlTy+fChT4ztj086MUgcOtteuzqZwv+7O/nW5+JutvyLDrdrUmi948qN5khpvaTWmXrBc075RMWmarpdBbD8b5dnbZT6S2hawcNGHoobtuMOmyOzOdKdGvJZJBIi1V/WsYFje8TIf3molOs1s5YdjIRz61mgJjmQIU430oE4EB19JaJRVh/k8zX58dgb8A18bRUWLb9Q1xbWy7xrbr+2JWbFXbFDSGu2VY3szH6HYxSJWXZH53t4mK8/vuVbZpc/drxcMw6F/N16iSmeRnTBtYY6TU7hBWXuVErzh/fbBHx6wJXGHJerfabucrp2cuSciw4pADh/ba2a6cACm0BJ70maYaU6TOnbkU265fxadxEJxv4dOg2O4l/U7Mp9/RwZj674pPoeNS/9JD759Ol3ICjLJ3GMwXs9XsOE6fJ9QnsvyGlJoPb5qCkHFmGk2uhhXKV22WJUk2rZXbyQFRPChvzfSqvMWr0npbrmQ2PVUJrsVtZRAtLgqNDc4N61eK0vXN11BqNlO9bqeum/lMo3l6VID1WSQ1JcCPqA+o4T4QkUZAU+Er6gnDIP5ZlPrkiPsFSDWOTxMbqW+IVGMj9ee7Hq8iBwarvyXUx6l/Qy6FF9ttj5ZyhWi9yi/S01aYVuWL+/ZFcF/w7jqr+uxe8116kJvl8/PtWkC1mPZv5F2hOBr4mWKzs+6RZHNQv6KJr+JS2t3vGCSlTq8annApj5z1zC0FmFsGqCcZEIQxgJUiSHIRIR39RPP00Tj7BWj0LcUcimk0ptGYRmMafSc0qvzWFS3004G9jqJE5uYi0xugYLBgnn9ha7WMTQ1usjKcznlUyKa7rVp3N0q3Os2830p6O4GGLY9FE3TfmX2VSZry8olOPeyyHK94JzTq+1oojSDgLHI0qogCEhsIIGEGa+VLCn/mLO+vRqNxbKBvmuItBH4jDHoxjX4v9yT0AdF/kka/db8OFI5FvT0dvmUafRNbdk72S3zyRXnMz+fT/YZcfXFbaXXMVm2JqUM4aSduauSqcE/EuFnY5KpoiXVY6o4T/VEBl3BJmLscLcteezrUs8X6nrWudo0eZMObzOz5aH7e0yuynZwQYUL4qV4nfzp9zBjTxhm6hERif9KsAY5vGPCl4NBIjS35aVz93Gj7BXg7jv0UuxW/Jd6O3Ypjt+J3TrVevez1S9FgctXYDFmHXGwzuc2u4PdQxdR3V9tdEdebkztLadYrL2a3y07/ZhmE9WSj3mDrjje67ZV3vDegTf41ZrEvisUsTPJOu1Q6dX4y3AhP7/fCErqnWhsBZSUBkvmRFBoypWK34h/DtV4cLSqOFvXGuDaOFvXTIi2ei0P/XMzFODL94aNJan8OYSpZnPdUWUblvg6Lw8lN+n5BZ9W74l2t0MpPm6VMaTfa3Tv2vR+OV71wLZp8CPM3y+rgfic3s0a7C7+GYNPZTuUaX/d6nUq7cUqwjAloHLdixXzg2EEAxSIIIh4p6kfWt9z+LIL9VSPTe3G0qG+KFtXtXgedcjJm1rd0nPFYTpSRLwpOn11P9b44SwwRg4Sgr7Zm4Z7eMMVP8OvPp9fn2HUiN4WVnex/Qx9PFHnZEV1WE26V8oGGan8GvBCACwaBkMRBjO9sJSpOUN5huXXJEWDQODMKCQ+IyCdA+5IK5lMaRfQMyr9vpH1LYX3e2xFdpF4qp8qd+Iiu74Gx+OHgrRdgrH+0c77RevnmiHzEAau4RL54ofHyU87o+so1ueHMGSJaLuZ2PB4AOZjNXXUcQjyM2U8WzPl0v6Edg1r1Uh63rSmFrHtdrtyjasNhh5dOX0yG9H4T3d9cjHfNyaKC7nKt1dbcGq4SqcTF6Lo9SW8qRdj3NoMqWZafPXoY+eQJO6ad7fUq3XoSlZL1avZ0SwfzCRHGcAB9DwEKIwu4Um4MIgqZH1FF+LnTUH64HfPcaPsFrJm3FOon5tiYY2OOjb1oYi+aw5fT9ifXQbNatYXETWNSq5GouMXb6ai2Hi/TkF1cbWqo3i41NiTk02VY26bL63q5sZns8qviWAwmw+5VsCxH9cLrvWja2QoKSqx3XalUUg8I98gmRRRxi33AEHKGLDcaCKoQEFogpaXjF4Z+FmP/2l403lsKGBQzdszY/xxjf/vZae+Csl+2pvc3nPrMyl7Msp+HlZ9d+btqedYfr6v5cWEIK6vE7Tro4IBdTLo2Z+WwWMK5Rd8T7fLkoj/JtjNXsny7yQ07sxZVd7BaXLVWpZL+in0l7Wy3muzmr0Um0Sw1T8PKc6Qth5wD4ysLKNUCKM93FjKXgmBDicHnZn5jlv02ln1LYYRYrZe7LteL3ndl2ev11P4Iju1cp2i7UfuB2zQ/tcerOXZf569j2GPOf3Zlj32gLzyb1PGr/wYsYnh52Fnylsn1TdjDX5x8Gp9zur+7KWtdDiaNKi9vaol1X3V2F3d3MrsQzHTEpkpyWZntbmap4FbnGuVBoIdXwWJ6N1CL0S2znWW97eWuG1Hr5ll7F4snDnhBddENIK/Xc8nUdalyau8yDztDV1qgLPIA9Y0PZMQx8KlhXEPlafPTzmV7D+eceoz5jFN3CREOnRBHHCEIPUyIu+ARRCn3OXNP4s+s+tLYv+bv2Df2r3nn/jWObPauNf7v6VrzESwfjalj6334VPXH4yt6cEja73T/FMoUHN0Psx9/7w3mqZkDrwXIpn1aLXXzYd6vnKXSI4c//LQvgh7P1sY9fXIYKu4rl3oEpp/FcvjizR977suMh8O45Nix3iHjafmOxvuxwoeRaU3yiMaNROXcU4/FeXjmx1b7Is2Z1jtkvTqtwBWEknoGQsCY9ADan0QqKbEAelLRyPrYErH/Kk64lHDKI4gg0MIzzmiNKHAjTACNcYREhCUm8oRfPXddOVgDEcZ278kKgSIuk4l8P6JWWxOd49f3zXbPrL/GbBezXcx2Mds9zXZqLPvyJQT2BEQLoowxDsyNsNJBtHRoa4QEHqHacgfbXEUnEO1bT2NmGCCCCUCjyALpaQ/YiGDEmGDWntts8L4h+pkFt38cot/bglsv3/OTzUQtXnD7DuAMxQf8wgnB8+DsqnI30A4OZiu5fBFGN4456occXwfS+BKzS+SRPVa/DKX/4cnB51D6ocU+TRpafWSaqRvEzdnIHluhla2n6q1scv9/0Kome7AAy9Ckqy1nbUxMozJYSYPGxSCzvOsNi4PKNNjUR3Vm88Ggmu5n9Li3aeQ26R7s3xlYHAf5INnMjIe9UX8djIJ1EJpBY1rYNkfB4R06VyU9bMphpjiVJDuTeJyvdfR9fVQk3baZ9uAq22yNi3Vsko1WMRlkqul6my0CWG3qlmk22oVdkM1mG5lsq94OUz28mcrcalofz4NmK0y2dgEJwmzQbKzSYSZzV4Wsb7P9ocR11iBzV78w6EH3fFRdy2EwLuPgOgiDRhfyTXNn2qqZzOuw2mxNkKx1inc6x3php5fptVcl12d1ScYdOSpugmH11kxb97VOd6dGom0aotzoZCcKJWths1+vtdxzd2ZZHRerjXR3G0yzixbc3DU72bQr27rd7tN21kgz6Y9a7exANsSiku03bTNotDvjus2IYmPEUDguroP2GDWbrj2gg40wrJRQZtdIre7krtjr7YK5bFdJC68GzbTptyecVjBfNIb9aYCKLT0y7RLJ3tthhTWnxXE7LHomXd+ZXD+lx9VAwn6mOnU/t8NMgFFoJje0FY5Qa9TPdlvzZgX3AjuZrxREd4a4rmn1KkHGtMooS+rTkNU6Bpq86clsdaR3SVaFaN1ExUIDo7lto1qIs6yEi8ugk60Gu2q5RcJpLd1nwaQamOmY6qFJttqGStSrt3CvHOY22yrOLk0z2wpbwaKHgkxlHG7qk5Wnm3XYbIbVbjOzqWREO+jMBzLrno/qrNs040rLjZ9htRFO+qUSKmY1DAeq1Z+2JvVNL6yOXP/i6ggS0ymmG515oEajRXcYphUJWCWncYhvaIiq1S5eLeudYNebJru9XLZkJq1tA8/HPVy8LpNqTY7Q2uTCchfCjXJjvAdNozkasfoue1/LzDf1aUC7u3DZzo5oZdy7bqQzuBK6ITmdl21ohuWdWbTD5KyR7rES7N132ww3RvVFtWVIu1OcVcbBsgJDWZ3MO1U0v62EYTEg3a1046sxnrdtG25sprCzqeWiltNMDwMcjFbX7XYvDEZo2sIzpjrZhtplvTpcblqd/kaNg16zre+qrXmy0h5t9v1Wy2ZQmC5mS7tev4Jbd/Vmrx20mNfL9CutcbZaGVZL7bZhpa2oVHa9WWOabYeoP2mhZNHu27RZbTfCfhCkq7KZEtNgknU/jFCtmU1WB0vWba9YkDfTRq5fNi3IqjkzarZviM4HiyoJM3VcQTazpK4sbZkOs/XR/DocsUkjN65WMtVlJbdq16fz+3arl5UoWanATTpo9ppNvFlIqDfdnZlVM3NabW9kvcUy1vWL+1KJbhUbYXa+6sIZaWf6qYBUWQiDpGn2cCOfwWG6WndfDLXZ0daMwnQIMxuJsqXubr/Z9TUbozzPWKE8AgTHPqD7MIqKCwgEVNAT3ENGnR4MKzzf15GnAYJSO0UKI8AjxAH0DLWa+8SIc05o71uRPrM4HSvSWJHGijRWpN9dkRZYY9RfVUf9lMyPHYsjorLzu94oTIWj8KhI08mDIm2PzirS8lGR9qd/KVJKX61Iw2xfd5JNOTUpvQu37XbrXuU+V6RhIWz1FqWd3rVH464TQNixGK61IWnnIGuGs3vZNtmgveqFmQIOh8WRDsOabvFNZWRu28Nks9UMUKVV3fRa810XFZhTpneNbL9VhsVSu4XKTmHMAtgLZT6xDXB418yFlV4GFSphdVjdLnfBROx6I9Pvksq2joJ6b8TvzDDYVjv9mdyuwlYmrNrwZlEfd1kzX0RhC3VMCwUqX3RaYDxvZXv15tgpllYv1SPFbHNYHbRbq53KiG6vmR04VU8r6WS30XLKuZVFPadAZHs86U0Ea+fY1vVFs5EbOc1nCiY/rjRyYt5Lt7ZOJWbqk/FMT0S3CXtJPQ3nYb43VGGwaGdQN8jMZ61xr10Nq6jeWiKbmw/D3Hxqm2bTTIe3apgdu77JqJbAzXx2WsnOB2roemayqqlJ2Km1ZjjszEfVTmvRHo5xODa01RBLp8qhe++21V4iMywWysipuV2yEmZQIDNZp1Z7mWo+qClsZiHsD7sT0QydmAghajmlWlPD0Gmz6sxmk/lmu7Jru1K1WqtVCxadDk52XFvX1URT1+4uQ9AzbbGrwh6xbZMJx8Gq1hZLNc4462dJq3DTDibzWTWdHLbbq3E73SvpYdLrtnvQ5vvt7i5YO7XpammmCqN6s9OF1czYqWpRCfF82e1U+3YyLlSyZl0JDdLT8X29GWR1i27VNGiVdy3YSI/XzjJDjZwJK6Ng6pRf3X0nZTdGmdk5FTksVlvZ7Lw5KfYabbEto3HfqayN669p2Bm3GqMg575UJPPJexkWuyUUota0l5edqrOksrSJsrMwc79oTqptOZ0vXD8O250RbqHuXaUTZJtjMyhDgcu7YqOV7c8aE7g16bDQm8BNExqkmtmMq1vBYdVtHfcWejxOBrliPXTfaBmF5SbutZrDCnHtHDRaeldL92RIgmkvDInq9Nd6gsbVyeq6mhHLXiYIbWbj1KahJre3moq5+rA/q6J+3SnOinHWQNdhTS0jFo1JBUqHP6ozugumQS7Mz+9NZ15zFky+nVo1mm26laTA2pmw2EDJcnc6z7TaoXQ65zZszWuub3fa2ZCNlvEaDto0cdiwC2pm2Bs02zPUnJpNI29uHc6Q9ojlXFsyueuPKmg8N2ie7w6rvev6//dKdSqhx6HTmoBrgQF1GhUoJ1cBVsJGkcA+NKebGqnBgjt9Chi0+yUtzwIluFOniBhkrfZ8dO6cqvetTp85LCpWp3+jTsNSqVu+rscbFL6LOqUf2AuDjj1sZXhKnf5jGxSOehQ5ZQpfGpj7De9PiGOOfbUnZPY+d2GKNzYa9rYebPPmeJJCZXSTLcBE0LldFqZlvOx41WmjEczKyXLnbljUrc218Zf6Jj0yQadDZ6nCoitbr96TAJNBgCsBD9OJZLPSrJ/QmpbaOtrzQMQpBdR6GiitOEAmYpGBRkDp/TRPyDcbc+w///v/AZB/L96nzgEA",
 		},
 	}
-
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "ecs.amazonaws.com"}
 	logs := parseCloudWatchLogs(cloudWatchEvent)
 
 	localTime := time.Local
@@ -524,16 +527,19 @@ func TestECSLog(t *testing.T) {
 		timeValue = time.Date(2021, time.April, 30, 8, 47, 41, 663000000, time.Local)
 	}
 
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AssumedRole\",\"principalId\":\"AROAS3ZZTSSJQUWVOXM6Y:LMAssumeRoleSession\",\"arn\":\"arn:aws:sts::197152445587:assumed-role/lmngstockholm/LMAssumeRoleSession\",\"accountId\":\"197152445587\",\"accessKeyId\":\"ASIAS3ZZTSSJ57ASTCJ6\",\"sessionContext\":{\"sessionIssuer\":{\"type\":\"Role\",\"principalId\":\"AROAS3ZZTSSJQUWVOXM6Y\",\"arn\":\"arn:aws:iam::197152445587:role/lmngstockholm\",\"accountId\":\"197152445587\",\"userName\":\"lmngstockholm\"},\"webIdFederationData\":{},\"attributes\":{\"mfaAuthenticated\":\"false\",\"creationDate\":\"2021-04-30T08:30:58Z\"}}},\"eventTime\":\"2021-04-30T08:39:02Z\",\"eventSource\":\"ecs.amazonaws.com\",\"eventName\":\"ListTagsForResource\",\"awsRegion\":\"us-west-1\",\"sourceIPAddress\":\"34.219.122.65\",\"userAgent\":\"aws-sdk-java/1.11.918 Linux/4.14.193-149.317.amzn2.x86_64 OpenJDK_64-Bit_Server_VM/11.0.3+7-LTS java/11.0.3 vendor/Amazon.com_Inc.\",\"requestParameters\":{\"resourceArn\":\"arn:aws:ecs:us-west-1:197152445587:cluster/CVTestCluster\"},\"responseElements\":{\"tags\":[{\"key\":\"testKey\",\"value\":\"testValue\"}]},\"requestID\":\"ad778dc0-1c40-4599-a1d6-5bbbee2d17c2\",\"eventID\":\"f53bf60c-3b8b-4304-9a80-cacd7b02a275\",\"readOnly\":true,\"eventType\":\"AwsApiCall\",\"managementEvent\":true,\"eventCategory\":\"Management\",\"recipientAccountId\":\"197152445587\"}",
-		Timestamp:  timeValue,
-		ResourceID: map[string]string{"system.aws.arn": "arn:aws:ecs::197152445587:cluster/CVTestCluster"},
+		Timestamp:  timeValue.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:ecs::197152445587:cluster/CVTestCluster"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[44])
 }
 
 func TestELBlowLogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "networkInterfaceId.amazonaws.com"}
+
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "H4sIAAAAAAAAAK2QT2sCMRDFv0rI2T+TZJLselvsVkopLeitSInrVJbq7rIbK0X87h2VUsFCD+0hTPIyefN+2csNdV1Y0eyjITmSN9kse3nIp9NsksuerHcVtSyr1CurEa1NPMvrejVp623DN8Ow64a0Xgwriru6fburIrWvoaBz2zS2FDbcR1XZh8KBNgtXLCnx4Cj0Q1FQE7m12y66oi2bWNbVbblmj06OnmWQ85NN/k5VPCp7WS7ZzTiVeK+tA6VTo3zKudBodCk4MAa9TzC1YDAxFhAQ8Vgd8qRYMnEMGw6vnNZeGW8SAOh9/QTba3EJLH7MLvj1QCEvbbkmQsFAGRzwQYOwimWhtEqdcEIJRPE97XKbjcf500w83stD729w9l/hLmGuSE9YZ8QTHPwONz98As9B+hNrAgAA",
@@ -548,16 +554,19 @@ func TestELBlowLogs(t *testing.T) {
 		timeValue = time.Date(2021, time.June, 03, 9, 48, 58, 000000000, time.Local)
 	}
 
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "2 197152445587 eni-0c6023b6cde8706ea 162.142.125.148 10.134.5.120 51125 12196 6 1 44 1622713738 1622713738 ACCEPT OK",
-		Timestamp:  timeValue,
-		ResourceID: map[string]string{"system.aws.networkInterfaceId": "eni-0c6023b6cde8706ea"},
+		Timestamp:  timeValue.String(),
+		ResourceID: map[string]interface{}{"system.aws.networkInterfaceId": "eni-0c6023b6cde8706ea"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[0])
 }
 
 func TestRDSFlowLogs(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "rds.amazonaws.com"}
+
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "H4sIAAAAAAAAAG2Qy2rDMBBFf8VoHWO9LGmyM9QNXbRdOLsSiiLLwTR+ICk1JeTfO2kJbaEzm+HO5czjTAYfoz347cfsyZrcVdvq9bFummpTkxWZltEHlJk0RoLSwKhG+TgdNmE6zdgp7BKL0MZi9GmZwtvDmHzorPPftiYFbwf0+bHPKTjlulYp7oTpWtnm1jk/J7TG0z660M+pn8b7/oiMSNYvxJLdF6Z+92O6KmfSt0gTihsGXHKGMKpZKTiDUgKlnDHQknIhQVAqFIDkoI00TJTK4KTU48XJDrg8U1yB0LqkGKvbJxDPs98HZ//unuV/8od1Kw0F1J+ery8ll93lE2T4ipxrAQAA",
@@ -572,35 +581,388 @@ func TestRDSFlowLogs(t *testing.T) {
 		timeValue = time.Date(2021, time.July, 22, 07, 9, 10, 000000000, time.Local)
 	}
 
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "2 148849679107 eni-09c6cfd662c38fd4d - - - - - - - 1626937750 1626937809 - NODATA",
-		Timestamp:  timeValue,
-		ResourceID: map[string]string{"system.aws.networkInterfaceId": "eni-09c6cfd662c38fd4d"},
+		Timestamp:  timeValue.String(),
+		ResourceID: map[string]interface{}{"system.aws.networkInterfaceId": "eni-09c6cfd662c38fd4d"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[0])
 }
 
 func TestFargateLog(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "fargate.amazonaws.com"}
 	cloudWatchEvent := events.CloudwatchLogsEvent{
 		AWSLogs: events.CloudwatchLogsRawData{
 			Data: "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",
 		},
 	}
-
 	logs := parseCloudWatchLogs(cloudWatchEvent)
-
 	localTime := time.Local
 	timeValue := time.Date(2022, time.February, 18, 11, 27, 07, 341000000, time.Local)
 	if strings.Contains(localTime.String(), "UTC") { //Test case is running at system with time.Local as UTC
 		timeValue = time.Date(2022, time.February, 18, 5, 57, 07, 341000000, time.Local)
 	}
-
-	expectedLMEvent := ingest.Log{
+	expectedLMEvent := model.LogInput{
 		Message:    "520: Fri Feb 18 05:57:07 UTC 2022",
-		Timestamp:  timeValue,
-		ResourceID: map[string]string{"system.aws.accountid": "148849679107", "system.cloud.category": "AWS/LMAccount"},
+		Timestamp:  timeValue.String(),
+		ResourceID: map[string]interface{}{"system.aws.accountid": "148849679107", "system.cloud.category": "AWS/LMAccount"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestEKSLog(t *testing.T) {
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "eks.amazonaws.com"}
+	cloudWatchEvent := events.CloudwatchLogsEvent{
+		AWSLogs: events.CloudwatchLogsRawData{
+			Data: "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",
+		},
+	}
+	logs := parseCloudWatchLogs(cloudWatchEvent)
+	localTime := time.Local
+	timeValue := time.Date(2024, time.August, 29, 20, 06, 31, 501000000, time.Local)
+	if strings.Contains(localTime.String(), "UTC") { //Test case is running at system with time.Local as UTC
+		timeValue = time.Date(2024, time.August, 29, 14, 36, 31, 501000000, time.Local)
+	}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"time\":\"2024-08-29T14:36:31.501969879Z\",\"stream\":\"stderr\",\"_p\":\"F\",\"log\":\"[2024/08/29 14:36:31] [error] [output:cloudwatch_logs:cloudwatch_logs.0] PutLogEvents API responded with error='ResourceNotFoundException', message='The specified log stream does not exist.'\",\"kubernetes\":{\"pod_name\":\"fluent-bit-hnwdb\",\"namespace_name\":\"amazon-cloudwatch\",\"pod_id\":\"63ac8fd9-6b21-40e2-9378-253f80c7119d\",\"host\":\"ip-172-31-30-120.us-west-2.compute.internal\",\"container_name\":\"fluent-bit\",\"docker_id\":\"87f735147dbf683a4e5a76769b9d9dddcd98ef7a6a1ab819bca9b3a4fdd9b0e4\",\"container_hash\":\"602401143452.dkr.ecr.us-west-2.amazonaws.com/eks/observability/aws-for-fluent-bit@sha256:0a7b90a891c6f4f8e8b1ba11e98f26b103651f04cda51e37b8088617b41a2bfc\",\"container_image\":\"602401143452.dkr.ecr.us-west-2.amazonaws.com/eks/observability/aws-for-fluent-bit:2.32.2.20240627\"}}",
+		Timestamp:  timeValue.String(),
+		ResourceID: map[string]interface{}{"system.aws.accountid": "280443500820", "system.cloud.category": "AWS/LMAccount"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestParseCloudtrailLogsS3(t *testing.T) {
+	cloudWatchEvent := events.CloudwatchLogsEvent{
+		AWSLogs: events.CloudwatchLogsRawData{
+			Data: "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",
+		},
+	}
+
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "s3.amazonaws.com"}
+	logs := parseCloudWatchLogs(cloudWatchEvent)
+
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AWSService\",\"invokedBy\":\"cloudtrail.amazonaws.com\"},\"eventTime\":\"2023-03-03T07:30:04Z\",\"eventSource\":\"s3.amazonaws.com\",\"eventName\":\"GetBucketAcl\",\"awsRegion\":\"us-east-1\",\"sourceIPAddress\":\"cloudtrail.amazonaws.com\",\"userAgent\":\"cloudtrail.amazonaws.com\",\"requestParameters\":{\"bucketName\":\"aws-cloudtrail-logs-700010466334-8d075b05\",\"Host\":\"aws-cloudtrail-logs-700010466334-8d075b05.s3.us-east-1.amazonaws.com\",\"acl\":\"\"},\"responseElements\":null,\"additionalEventData\":{\"SignatureVersion\":\"SigV4\",\"CipherSuite\":\"ECDHE-RSA-AES128-GCM-SHA256\",\"bytesTransferredIn\":0,\"AuthenticationMethod\":\"AuthHeader\",\"x-amz-id-2\":\"La8vQCxEf9pcqy/H8Y7Rs7aULfw0Qkc0EI+uKOFTyuMu8of/2a/yvPO6hKck3V5YaGneBCVwzkw=\",\"bytesTransferredOut\":568},\"requestID\":\"TAQNDGTZC32834P4\",\"eventID\":\"2514d9c5-5365-4b24-ac86-241dea825ad6\",\"readOnly\":true,\"resources\":[{\"accountId\":\"700010466334\",\"type\":\"AWS::S3::Bucket\",\"ARN\":\"arn:aws:s3:::aws-cloudtrail-logs-700010466334-8d075b05\"}],\"eventType\":\"AwsApiCall\",\"managementEvent\":true,\"recipientAccountId\":\"700010466334\",\"sharedEventID\":\"59523b9c-953d-4110-b4d5-b8209621af88\",\"eventCategory\":\"Management\"}",
+		Timestamp:  time.Date(2023, time.March, 3, 7, 30, 27, 87000000, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:s3:::aws-cloudtrail-logs-700010466334-8d075b05"},
+		Metadata:   metadataMap,
 	}
 
 	assert.Equal(t, expectedLMEvent, logs[0])
 }
+
+func TestParseCloudtrailLogsLambda(t *testing.T) {
+	cloudWatchEvent := events.CloudwatchLogsEvent{
+		AWSLogs: events.CloudwatchLogsRawData{
+			Data: "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",
+		},
+	}
+
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "lambda.amazonaws.com"}
+	logs := parseCloudWatchLogs(cloudWatchEvent)
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AWSService\",\"invokedBy\":\"logs.amazonaws.com\"},\"eventTime\":\"2023-03-08T10:59:01Z\",\"eventSource\":\"lambda.amazonaws.com\",\"eventName\":\"Invoke\",\"awsRegion\":\"us-east-1\",\"sourceIPAddress\":\"logs.amazonaws.com\",\"userAgent\":\"logs.amazonaws.com\",\"requestParameters\":{\"functionName\":\"arn:aws:lambda:us-east-1:280443500820:function:LMLogsForwarder\",\"invocationType\":\"Event\",\"sourceArn\":\"arn:aws:logs:us-east-1:280443500820:log-group:/aws/cloudtrail:*\",\"sourceAccount\":\"280443500820\"},\"responseElements\":null,\"additionalEventData\":{\"functionVersion\":\"arn:aws:lambda:us-east-1:280443500820:function:LMLogsForwarder:$LATEST\"},\"requestID\":\"fe232070-e23a-4a51-bef4-ab16a95e7b8c\",\"eventID\":\"d833caf0-489d-4692-a286-55dc26e76c5a\",\"readOnly\":false,\"resources\":[{\"accountId\":\"280443500820\",\"type\":\"AWS::Lambda::Function\",\"ARN\":\"arn:aws:lambda:us-east-1:280443500820:function:LMLogsForwarder\"}],\"eventType\":\"AwsApiCall\",\"managementEvent\":false,\"recipientAccountId\":\"280443500820\",\"sharedEventID\":\"6d1d2f9c-d3d7-4932-9c1a-52555a843990\",\"eventCategory\":\"Data\"}",
+		Timestamp:  time.Date(2023, time.March, 8, 11, 4, 20, 239000000, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:lambda:us-east-1:280443500820:function:LMLogsForwarder"},
+		Metadata:   metadataMap,
+	}
+
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestCloudTrailLogsEC2(t *testing.T) {
+	var s = "{\"owner\":\"123456678\",\"logGroup\":\"/aws/cloudtrail\",\"logStream\":\"123456678_CloudTrail_us-west-2_3\",\"subscriptionFilters\":[\"testsubslambda\"],\"messageType\":\"DATA_MESSAGE\",\"logEvents\":[{\"id\":\"\",\"timestamp\":123456789,\"message\":\"{\\\"eventVersion\\\":\\\"1.08\\\",\\\"userIdentity\\\":{\\\"type\\\":\\\"AssumedRole\\\",\\\"principalId\\\":\\\"AROAUCS54HEKDKHAECU5N:pooja.choudhary@logicmonitor.com\\\",\\\"arn\\\":\\\"arn:aws:sts::123456678:assumed-role/AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6/pooja.choudhary@logicmonitor.com\\\",\\\"accountId\\\":\\\"123456678\\\",\\\"accessKeyId\\\":\\\"ASIAUCS54HEKDHXBQTVJ\\\",\\\"sessionContext\\\":{\\\"sessionIssuer\\\":{\\\"type\\\":\\\"Role\\\",\\\"principalId\\\":\\\"AROAUCS54HEKDKHAECU5N\\\",\\\"arn\\\":\\\"arn:aws:iam::123456678:role/aws-reserved/sso.amazonaws.com/AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6\\\",\\\"accountId\\\":\\\"123456678\\\",\\\"userName\\\":\\\"AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6\\\"},\\\"webIdFederationData\\\":{},\\\"attributes\\\":{\\\"creationDate\\\":\\\"2023-05-23T05:07:33Z\\\",\\\"mfaAuthenticated\\\":\\\"false\\\"}}},\\\"eventTime\\\":\\\"2023-05-23T05:36:11Z\\\",\\\"eventSource\\\":\\\"ec2.amazonaws.com\\\",\\\"eventName\\\":\\\"DescribeInstanceAttribute\\\",\\\"awsRegion\\\":\\\"us-west-2\\\",\\\"sourceIPAddress\\\":\\\"49.207.217.191\\\",\\\"userAgent\\\":\\\"AWSInternal\\\",\\\"requestParameters\\\":{\\\"instanceId\\\":\\\"i-0d51cd459226160ac\\\",\\\"attribute\\\":\\\"disableApiTermination\\\"},\\\"responseElements\\\":null,\\\"requestID\\\":\\\"468e0670-30d9-4ef7-ab75-648c03d63371\\\",\\\"eventID\\\":\\\"78294249-5828-4dde-8b53-49f81d715b95\\\",\\\"readOnly\\\":true,\\\"eventType\\\":\\\"AwsApiCall\\\",\\\"managementEvent\\\":true,\\\"recipientAccountId\\\":\\\"123456678\\\",\\\"eventCategory\\\":\\\"Management\\\",\\\"sessionCredentialFromConsole\\\":\\\"true\\\"}\"}]}"
+	var data events.CloudwatchLogsData
+	err := json.Unmarshal([]byte(s), &data)
+	if err != nil {
+		log.Println("error in unmarshal")
+	}
+	logs := parseCloudTrailLogs(data)
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "ec2.amazonaws.com"}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AssumedRole\",\"principalId\":\"AROAUCS54HEKDKHAECU5N:pooja.choudhary@logicmonitor.com\",\"arn\":\"arn:aws:sts::123456678:assumed-role/AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6/pooja.choudhary@logicmonitor.com\",\"accountId\":\"123456678\",\"accessKeyId\":\"ASIAUCS54HEKDHXBQTVJ\",\"sessionContext\":{\"sessionIssuer\":{\"type\":\"Role\",\"principalId\":\"AROAUCS54HEKDKHAECU5N\",\"arn\":\"arn:aws:iam::123456678:role/aws-reserved/sso.amazonaws.com/AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6\",\"accountId\":\"123456678\",\"userName\":\"AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6\"},\"webIdFederationData\":{},\"attributes\":{\"creationDate\":\"2023-05-23T05:07:33Z\",\"mfaAuthenticated\":\"false\"}}},\"eventTime\":\"2023-05-23T05:36:11Z\",\"eventSource\":\"ec2.amazonaws.com\",\"eventName\":\"DescribeInstanceAttribute\",\"awsRegion\":\"us-west-2\",\"sourceIPAddress\":\"49.207.217.191\",\"userAgent\":\"AWSInternal\",\"requestParameters\":{\"instanceId\":\"i-0d51cd459226160ac\",\"attribute\":\"disableApiTermination\"},\"responseElements\":null,\"requestID\":\"468e0670-30d9-4ef7-ab75-648c03d63371\",\"eventID\":\"78294249-5828-4dde-8b53-49f81d715b95\",\"readOnly\":true,\"eventType\":\"AwsApiCall\",\"managementEvent\":true,\"recipientAccountId\":\"123456678\",\"eventCategory\":\"Management\",\"sessionCredentialFromConsole\":\"true\"}",
+		Timestamp:  time.Date(1970, time.January, 2, 10, 17, 36, 789000000, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:ec2::123456678:instance/i-0d51cd459226160ac"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestCloudTrailLogsSQS(t *testing.T) {
+	var s = "{\"owner\":\"123456678\",\"logGroup\":\"/aws/cloudtrail\",\"logStream\":\"123456678_CloudTrail_us-west-2_3\",\"subscriptionFilters\":[\"testsubslambda\"],\"messageType\":\"DATA_MESSAGE\",\"logEvents\":[{\"id\":\"\",\"timestamp\":123456789,\"message\":\"{\\\"eventVersion\\\":\\\"1.08\\\",\\\"userIdentity\\\":{\\\"type\\\":\\\"AssumedRole\\\",\\\"principalId\\\":\\\"AROAUCS54HEKDKHAECU5N:pooja.choudhary@logicmonitor.com\\\",\\\"arn\\\":\\\"arn:aws:sts::123456678:assumed-role/AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6/pooja.choudhary@logicmonitor.com\\\",\\\"accountId\\\":\\\"123456678\\\",\\\"accessKeyId\\\":\\\"ASIAUCS54HEKPPHDNOGC\\\",\\\"sessionContext\\\":{\\\"sessionIssuer\\\":{\\\"type\\\":\\\"Role\\\",\\\"principalId\\\":\\\"AROAUCS54HEKDKHAECU5N\\\",\\\"arn\\\":\\\"arn:aws:iam::123456678:role/aws-reserved/sso.amazonaws.com/AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6\\\",\\\"accountId\\\":\\\"123456678\\\",\\\"userName\\\":\\\"AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6\\\"},\\\"webIdFederationData\\\":{},\\\"attributes\\\":{\\\"creationDate\\\":\\\"2023-05-03T08:34:17Z\\\",\\\"mfaAuthenticated\\\":\\\"false\\\"}}},\\\"eventTime\\\":\\\"2023-05-03T09:16:01Z\\\",\\\"eventSource\\\":\\\"sqs.amazonaws.com\\\",\\\"eventName\\\":\\\"CreateQueue\\\",\\\"awsRegion\\\":\\\"us-west-2\\\",\\\"sourceIPAddress\\\":\\\"49.207.235.15\\\",\\\"userAgent\\\":\\\"AWSInternal\\\",\\\"requestParameters\\\":{\\\"attribute\\\":{\\\"Policy\\\":\\\"{\\\\\\\"Version\\\\\\\":\\\\\\\"2012-10-17\\\\\\\",\\\\\\\"Id\\\\\\\":\\\\\\\"__default_policy_ID\\\\\\\",\\\\\\\"Statement\\\\\\\":[{\\\\\\\"Sid\\\\\\\":\\\\\\\"__owner_statement\\\\\\\",\\\\\\\"Effect\\\\\\\":\\\\\\\"Allow\\\\\\\",\\\\\\\"Principal\\\\\\\":{\\\\\\\"AWS\\\\\\\":\\\\\\\"123456678\\\\\\\"},\\\\\\\"Action\\\\\\\":[\\\\\\\"SQS:*\\\\\\\"],\\\\\\\"Resource\\\\\\\":\\\\\\\"arn:aws:sqs:us-west-2:123456678:TestPoojaNew\\\\\\\"}]}\\\",\\\"ReceiveMessageWaitTimeSeconds\\\":\\\"0\\\",\\\"SqsManagedSseEnabled\\\":\\\"true\\\",\\\"DelaySeconds\\\":\\\"0\\\",\\\"KmsMasterKeyId\\\":\\\"\\\",\\\"RedrivePolicy\\\":\\\"\\\",\\\"MessageRetentionPeriod\\\":\\\"345600\\\",\\\"MaximumMessageSize\\\":\\\"262144\\\",\\\"VisibilityTimeout\\\":\\\"30\\\",\\\"RedriveAllowPolicy\\\":\\\"\\\"},\\\"tags\\\":{\\\"test\\\":\\\"true\\\"}},\\\"responseElements\\\":{\\\"queueUrl\\\":\\\"https://sqs.us-west-2.amazonaws.com/123456678/TestPoojaNew\\\"},\\\"requestID\\\":\\\"7c41e87a-a828-5717-8eb2-b4b680b92479\\\",\\\"eventID\\\":\\\"85297ed4-f144-4afb-84ce-63e9e58556b4\\\",\\\"readOnly\\\":false,\\\"eventType\\\":\\\"AwsApiCall\\\",\\\"managementEvent\\\":true,\\\"recipientAccountId\\\":\\\"123456678\\\",\\\"eventCategory\\\":\\\"Management\\\",\\\"sessionCredentialFromConsole\\\":\\\"true\\\"}\"}]}"
+	var data events.CloudwatchLogsData
+	err := json.Unmarshal([]byte(s), &data)
+	if err != nil {
+		log.Println("error in unmarshal")
+	}
+	logs := parseCloudTrailLogs(data)
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "sqs.amazonaws.com"}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AssumedRole\",\"principalId\":\"AROAUCS54HEKDKHAECU5N:pooja.choudhary@logicmonitor.com\",\"arn\":\"arn:aws:sts::123456678:assumed-role/AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6/pooja.choudhary@logicmonitor.com\",\"accountId\":\"123456678\",\"accessKeyId\":\"ASIAUCS54HEKPPHDNOGC\",\"sessionContext\":{\"sessionIssuer\":{\"type\":\"Role\",\"principalId\":\"AROAUCS54HEKDKHAECU5N\",\"arn\":\"arn:aws:iam::123456678:role/aws-reserved/sso.amazonaws.com/AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6\",\"accountId\":\"123456678\",\"userName\":\"AWSReservedSSO_LM-Developer-Policy_c0615b7abc4ebbd6\"},\"webIdFederationData\":{},\"attributes\":{\"creationDate\":\"2023-05-03T08:34:17Z\",\"mfaAuthenticated\":\"false\"}}},\"eventTime\":\"2023-05-03T09:16:01Z\",\"eventSource\":\"sqs.amazonaws.com\",\"eventName\":\"CreateQueue\",\"awsRegion\":\"us-west-2\",\"sourceIPAddress\":\"49.207.235.15\",\"userAgent\":\"AWSInternal\",\"requestParameters\":{\"attribute\":{\"Policy\":\"{\\\"Version\\\":\\\"2012-10-17\\\",\\\"Id\\\":\\\"__default_policy_ID\\\",\\\"Statement\\\":[{\\\"Sid\\\":\\\"__owner_statement\\\",\\\"Effect\\\":\\\"Allow\\\",\\\"Principal\\\":{\\\"AWS\\\":\\\"123456678\\\"},\\\"Action\\\":[\\\"SQS:*\\\"],\\\"Resource\\\":\\\"arn:aws:sqs:us-west-2:123456678:TestPoojaNew\\\"}]}\",\"ReceiveMessageWaitTimeSeconds\":\"0\",\"SqsManagedSseEnabled\":\"true\",\"DelaySeconds\":\"0\",\"KmsMasterKeyId\":\"\",\"RedrivePolicy\":\"\",\"MessageRetentionPeriod\":\"345600\",\"MaximumMessageSize\":\"262144\",\"VisibilityTimeout\":\"30\",\"RedriveAllowPolicy\":\"\"},\"tags\":{\"test\":\"true\"}},\"responseElements\":{\"queueUrl\":\"https://sqs.us-west-2.amazonaws.com/123456678/TestPoojaNew\"},\"requestID\":\"7c41e87a-a828-5717-8eb2-b4b680b92479\",\"eventID\":\"85297ed4-f144-4afb-84ce-63e9e58556b4\",\"readOnly\":false,\"eventType\":\"AwsApiCall\",\"managementEvent\":true,\"recipientAccountId\":\"123456678\",\"eventCategory\":\"Management\",\"sessionCredentialFromConsole\":\"true\"}",
+		Timestamp:  time.Date(1970, time.January, 2, 10, 17, 36, 789000000, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:sqs::123456678:TestPoojaNew"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestParseCloudtrailLogsS3ForARN(t *testing.T) {
+	var s = "{\"owner\":\"123456678\",\"logGroup\":\"/aws/cloudtrail\",\"logStream\":\"123456678_CloudTrail_us-west-2_3\",\"subscriptionFilters\":[\"testsubslambda\"],\"messageType\":\"DATA_MESSAGE\",\"logEvents\":[{\"id\":\"\",\"timestamp\":123456789,\"message\":\"{\\\"eventVersion\\\":\\\"1.08\\\",\\\"userIdentity\\\":{\\\"type\\\":\\\"AWSService\\\",\\\"invokedBy\\\":\\\"cloudtrail.amazonaws.com\\\"},\\\"eventTime\\\":\\\"2023-03-03T07:30:04Z\\\",\\\"eventSource\\\":\\\"s3.amazonaws.com\\\",\\\"eventName\\\":\\\"GetBucketAcl\\\",\\\"awsRegion\\\":\\\"us-east-1\\\",\\\"sourceIPAddress\\\":\\\"cloudtrail.amazonaws.com\\\",\\\"userAgent\\\":\\\"cloudtrail.amazonaws.com\\\",\\\"requestParameters\\\":{\\\"Host\\\":\\\"aws-cloudtrail-logs-700010466334-8d075b05.s3.us-east-1.amazonaws.com\\\",\\\"acl\\\":\\\"\\\"},\\\"responseElements\\\":null,\\\"additionalEventData\\\":{\\\"SignatureVersion\\\":\\\"SigV4\\\",\\\"CipherSuite\\\":\\\"ECDHE-RSA-AES128-GCM-SHA256\\\",\\\"bytesTransferredIn\\\":0,\\\"AuthenticationMethod\\\":\\\"AuthHeader\\\",\\\"x-amz-id-2\\\":\\\"La8vQCxEf9pcqy/H8Y7Rs7aULfw0Qkc0EI+uKOFTyuMu8of/2a/yvPO6hKck3V5YaGneBCVwzkw=\\\",\\\"bytesTransferredOut\\\":568},\\\"requestID\\\":\\\"TAQNDGTZC32834P4\\\",\\\"eventID\\\":\\\"2514d9c5-5365-4b24-ac86-241dea825ad6\\\",\\\"readOnly\\\":true,\\\"resources\\\":[{\\\"accountId\\\":\\\"700010466334\\\",\\\"type\\\":\\\"AWS::S3::Bucket\\\",\\\"ARN\\\":\\\"arn:aws:s3:::aws-cloudtrail-logs-700010466334-8d075b05\\\"}],\\\"eventType\\\":\\\"AwsApiCall\\\",\\\"managementEvent\\\":true,\\\"recipientAccountId\\\":\\\"700010466334\\\",\\\"sharedEventID\\\":\\\"59523b9c-953d-4110-b4d5-b8209621af88\\\",\\\"eventCategory\\\":\\\"Management\\\"}\"}]}"
+	var data events.CloudwatchLogsData
+	err := json.Unmarshal([]byte(s), &data)
+	if err != nil {
+		log.Println("error in unmarshal")
+	}
+	logs := parseCloudTrailLogs(data)
+
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "s3.amazonaws.com"}
+
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"eventVersion\":\"1.08\",\"userIdentity\":{\"type\":\"AWSService\",\"invokedBy\":\"cloudtrail.amazonaws.com\"},\"eventTime\":\"2023-03-03T07:30:04Z\",\"eventSource\":\"s3.amazonaws.com\",\"eventName\":\"GetBucketAcl\",\"awsRegion\":\"us-east-1\",\"sourceIPAddress\":\"cloudtrail.amazonaws.com\",\"userAgent\":\"cloudtrail.amazonaws.com\",\"requestParameters\":{\"Host\":\"aws-cloudtrail-logs-700010466334-8d075b05.s3.us-east-1.amazonaws.com\",\"acl\":\"\"},\"responseElements\":null,\"additionalEventData\":{\"SignatureVersion\":\"SigV4\",\"CipherSuite\":\"ECDHE-RSA-AES128-GCM-SHA256\",\"bytesTransferredIn\":0,\"AuthenticationMethod\":\"AuthHeader\",\"x-amz-id-2\":\"La8vQCxEf9pcqy/H8Y7Rs7aULfw0Qkc0EI+uKOFTyuMu8of/2a/yvPO6hKck3V5YaGneBCVwzkw=\",\"bytesTransferredOut\":568},\"requestID\":\"TAQNDGTZC32834P4\",\"eventID\":\"2514d9c5-5365-4b24-ac86-241dea825ad6\",\"readOnly\":true,\"resources\":[{\"accountId\":\"700010466334\",\"type\":\"AWS::S3::Bucket\",\"ARN\":\"arn:aws:s3:::aws-cloudtrail-logs-700010466334-8d075b05\"}],\"eventType\":\"AwsApiCall\",\"managementEvent\":true,\"recipientAccountId\":\"700010466334\",\"sharedEventID\":\"59523b9c-953d-4110-b4d5-b8209621af88\",\"eventCategory\":\"Management\"}",
+		Timestamp:  time.Date(1970, time.January, 2, 10, 17, 36, 789000000, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:s3:::aws-cloudtrail-logs-700010466334-8d075b05"},
+		Metadata:   metadataMap,
+	}
+
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestCloudWatchEventsS3(t *testing.T) {
+	var s = "{\"account\":\"280443500820\",\"detail\":{\"additionalEventData\":{\"AuthenticationMethod\":\"AuthHeader\",\"CipherSuite\":\"ECDHE-RSA-AES128-GCM-SHA256\",\"SignatureVersion\":\"SigV4\",\"bytesTransferredIn\":0,\"bytesTransferredOut\":0,\"x-amz-id-2\":\"UJNZntIyly1aAdiFVSPCwh14QRbyGaVQsbTjtgaNHRYgy0gl4p8c2Uu8Iu498icXe/3JHf9VFHo=\"},\"awsRegion\":\"us-west-2\",\"eventCategory\":\"Data\",\"eventID\":\"b9d131b3-70c7-4f74-a203-bddda20b7469\",\"eventName\":\"HeadBucket\",\"eventSource\":\"s3.amazonaws.com\",\"eventTime\":\"2023-07-13T09:52:54Z\",\"eventType\":\"AwsApiCall\",\"eventVersion\":\"1.08\",\"managementEvent\":false,\"readOnly\":true,\"recipientAccountId\":\"280443500820\",\"requestID\":\"J9ZE535Z4A4RVWZF\",\"requestParameters\":{\"Host\":\"sagemaker-studio-280443500820-6jk579yrjdw.s3.us-west-2.amazonaws.com\",\"bucketName\":\"sagemaker-studio-280443500820-6jk579yrjdw\"},\"resources\":[{\"ARNPrefix\":\"arn:aws:s3:::sagemaker-studio-280443500820-6jk579yrjdw/\",\"type\":\"AWS::S3::Object\"},{\"ARN\":\"arn:aws:s3:::sagemaker-studio-280443500820-6jk579yrjdw\",\"accountId\":\"1234567\",\"type\":\"AWS::S3::Bucket\"}],\"responseElements\":null,\"sourceIPAddress\":\"10.54.148.148\",\"tlsDetails\":{\"cipherSuite\":\"ECDHE-RSA-AES128-GCM-SHA256\",\"clientProvidedHostHeader\":\"sagemaker-studio-280443500820-6jk579yrjdw.s3.us-west-2.amazonaws.com\",\"tlsVersion\":\"TLSv1.2\"},\"userAgent\":\"[aws-sdk-java/1.12.498Linux/5.10.178-162.673.amzn2.x86_64OpenJDK_64-Bit_Server_VM/17.0.7+7-LTSjava/17.0.7vendor/Amazon.com_Inc.cfg/retry-mode/legacy]\",\"userIdentity\":{\"accessKeyId\":\"ASIAUCS54HEKCWHITL6Z\",\"accountId\":\"1234567\",\"arn\":\"arn:aws:sts::280443500820:assumed-role/aws-test-pooja-role/LMAssumeRoleSession\",\"principalId\":\"AROAUCS54HEKLBZ4YGEZZ:LMAssumeRoleSession\",\"sessionContext\":{\"attributes\":{\"creationDate\":\"2023-07-13T09:06:17Z\",\"mfaAuthenticated\":\"false\"},\"sessionIssuer\":{\"accountId\":\"1234567\",\"arn\":\"arn:aws:iam::280443500820:role/aws-test-pooja-role\",\"principalId\":\"AROAUCS54HEKLBZ4YGEZZ\",\"type\":\"Role\",\"userName\":\"aws-test-pooja-role\"}},\"type\":\"AssumedRole\"},\"vpcEndpointId\":\"vpce-051f8c152e5ab9b9d\"},\"detail-type\":\"AWS API Call via CloudTrail\",\"id\":\"0cc13242-9685-6b5a-4881-e970d28cc19c\",\"region\":\"us-west-2\",\"resources\":[],\"source\":\"aws.s3\",\"time\":\"2023-07-13T09:52:54Z\",\"version\":\"0\"}"
+	var data events.CloudWatchEvent
+	err := json.Unmarshal([]byte(s), &data)
+	if err != nil {
+		log.Println("error in unmarshal")
+	}
+	logs := parseCloudWatchEvents(data)
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "s3.amazonaws.com"}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"additionalEventData\":{\"AuthenticationMethod\":\"AuthHeader\",\"CipherSuite\":\"ECDHE-RSA-AES128-GCM-SHA256\",\"SignatureVersion\":\"SigV4\",\"bytesTransferredIn\":0,\"bytesTransferredOut\":0,\"x-amz-id-2\":\"UJNZntIyly1aAdiFVSPCwh14QRbyGaVQsbTjtgaNHRYgy0gl4p8c2Uu8Iu498icXe/3JHf9VFHo=\"},\"awsRegion\":\"us-west-2\",\"eventCategory\":\"Data\",\"eventID\":\"b9d131b3-70c7-4f74-a203-bddda20b7469\",\"eventName\":\"HeadBucket\",\"eventSource\":\"s3.amazonaws.com\",\"eventTime\":\"2023-07-13T09:52:54Z\",\"eventType\":\"AwsApiCall\",\"eventVersion\":\"1.08\",\"managementEvent\":false,\"readOnly\":true,\"recipientAccountId\":\"280443500820\",\"requestID\":\"J9ZE535Z4A4RVWZF\",\"requestParameters\":{\"Host\":\"sagemaker-studio-280443500820-6jk579yrjdw.s3.us-west-2.amazonaws.com\",\"bucketName\":\"sagemaker-studio-280443500820-6jk579yrjdw\"},\"resources\":[{\"ARNPrefix\":\"arn:aws:s3:::sagemaker-studio-280443500820-6jk579yrjdw/\",\"type\":\"AWS::S3::Object\"},{\"ARN\":\"arn:aws:s3:::sagemaker-studio-280443500820-6jk579yrjdw\",\"accountId\":\"1234567\",\"type\":\"AWS::S3::Bucket\"}],\"responseElements\":null,\"sourceIPAddress\":\"10.54.148.148\",\"tlsDetails\":{\"cipherSuite\":\"ECDHE-RSA-AES128-GCM-SHA256\",\"clientProvidedHostHeader\":\"sagemaker-studio-280443500820-6jk579yrjdw.s3.us-west-2.amazonaws.com\",\"tlsVersion\":\"TLSv1.2\"},\"userAgent\":\"[aws-sdk-java/1.12.498Linux/5.10.178-162.673.amzn2.x86_64OpenJDK_64-Bit_Server_VM/17.0.7+7-LTSjava/17.0.7vendor/Amazon.com_Inc.cfg/retry-mode/legacy]\",\"userIdentity\":{\"accessKeyId\":\"ASIAUCS54HEKCWHITL6Z\",\"accountId\":\"1234567\",\"arn\":\"arn:aws:sts::280443500820:assumed-role/aws-test-pooja-role/LMAssumeRoleSession\",\"principalId\":\"AROAUCS54HEKLBZ4YGEZZ:LMAssumeRoleSession\",\"sessionContext\":{\"attributes\":{\"creationDate\":\"2023-07-13T09:06:17Z\",\"mfaAuthenticated\":\"false\"},\"sessionIssuer\":{\"accountId\":\"1234567\",\"arn\":\"arn:aws:iam::280443500820:role/aws-test-pooja-role\",\"principalId\":\"AROAUCS54HEKLBZ4YGEZZ\",\"type\":\"Role\",\"userName\":\"aws-test-pooja-role\"}},\"type\":\"AssumedRole\"},\"vpcEndpointId\":\"vpce-051f8c152e5ab9b9d\"}",
+		Timestamp:  time.Date(2023, time.July, 13, 9, 52, 54, 0, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:s3:::sagemaker-studio-280443500820-6jk579yrjdw"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestCloudWatchEventsLambda(t *testing.T) {
+	var s = "{\"account\":\"280443500820\",\"detail\":{\"additionalEventData\":{\"functionVersion\":\"arn:aws:lambda:us-west-2:280443500820:function:LMLogsForwarder:$LATEST\"},\"awsRegion\":\"us-west-2\",\"eventCategory\":\"Data\",\"eventID\":\"e34805e1-c975-40ff-96e9-8fb01c4bd5ec\",\"eventName\":\"Invoke\",\"eventSource\":\"lambda.amazonaws.com\",\"eventTime\":\"2023-07-13T09:52:58Z\",\"eventType\":\"AwsApiCall\",\"eventVersion\":\"1.08\",\"managementEvent\":false,\"readOnly\":false,\"recipientAccountId\":\"280443500820\",\"requestID\":\"84fe1797-0fa3-4c28-a84b-318328f0ff1f\",\"requestParameters\":{\"functionName\":\"arn:aws:lambda:us-west-2:280443500820:function:LMLogsForwarder\",\"invocationType\":\"Event\",\"sourceAccount\":\"280443500820\",\"sourceArn\":\"arn:aws:logs:us-west-2:280443500820:log-group:/aws/events/cloudwatchEventsTest:*\"},\"resources\":[{\"ARN\":\"arn:aws:lambda:us-west-2:280443500820:function:LMLogsForwarder\",\"accountId\":\"280443500820\",\"type\":\"AWS::Lambda::Function\"}],\"responseElements\":null,\"sharedEventID\":\"779c751a-2152-4151-93b9-254d90b5819a\",\"sourceIPAddress\":\"logs.amazonaws.com\",\"userAgent\":\"logs.amazonaws.com\",\"userIdentity\":{\"invokedBy\":\"logs.amazonaws.com\",\"type\":\"AWSService\"}},\"detail-type\":\"AWS API Call via CloudTrail\",\"id\":\"e8954201-f3c4-54cd-9665-dee6ab22bf5a\",\"region\":\"us-west-2\",\"resources\":[],\"source\":\"aws.lambda\",\"time\":\"2023-07-13T09:52:58Z\",\"version\":\"0\"}"
+	var data events.CloudWatchEvent
+	err := json.Unmarshal([]byte(s), &data)
+	if err != nil {
+		log.Println("error in unmarshal")
+	}
+	logs := parseCloudWatchEvents(data)
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "lambda.amazonaws.com"}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"additionalEventData\":{\"functionVersion\":\"arn:aws:lambda:us-west-2:280443500820:function:LMLogsForwarder:$LATEST\"},\"awsRegion\":\"us-west-2\",\"eventCategory\":\"Data\",\"eventID\":\"e34805e1-c975-40ff-96e9-8fb01c4bd5ec\",\"eventName\":\"Invoke\",\"eventSource\":\"lambda.amazonaws.com\",\"eventTime\":\"2023-07-13T09:52:58Z\",\"eventType\":\"AwsApiCall\",\"eventVersion\":\"1.08\",\"managementEvent\":false,\"readOnly\":false,\"recipientAccountId\":\"280443500820\",\"requestID\":\"84fe1797-0fa3-4c28-a84b-318328f0ff1f\",\"requestParameters\":{\"functionName\":\"arn:aws:lambda:us-west-2:280443500820:function:LMLogsForwarder\",\"invocationType\":\"Event\",\"sourceAccount\":\"280443500820\",\"sourceArn\":\"arn:aws:logs:us-west-2:280443500820:log-group:/aws/events/cloudwatchEventsTest:*\"},\"resources\":[{\"ARN\":\"arn:aws:lambda:us-west-2:280443500820:function:LMLogsForwarder\",\"accountId\":\"280443500820\",\"type\":\"AWS::Lambda::Function\"}],\"responseElements\":null,\"sharedEventID\":\"779c751a-2152-4151-93b9-254d90b5819a\",\"sourceIPAddress\":\"logs.amazonaws.com\",\"userAgent\":\"logs.amazonaws.com\",\"userIdentity\":{\"invokedBy\":\"logs.amazonaws.com\",\"type\":\"AWSService\"}}",
+		Timestamp:  time.Date(2023, time.July, 13, 9, 52, 58, 0, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:lambda:us-west-2:280443500820:function:LMLogsForwarder"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestCloudWatchEventsEC2Launch(t *testing.T) {
+	var s = "{\"version\":\"0\",\"id\":\"1681ab87-4a09-459f-95a2-7fa09403c4b7\",\"detail-type\":\"EC2InstanceLaunchUnsuccessful\",\"source\":\"aws.autoscaling\",\"account\":\"123456789012\",\"time\":\"2015-11-11T21:42:36Z\",\"region\":\"us-east-1\",\"resources\":[\"arn:aws:autoscaling:us-east-1:123456789012:autoScalingGroup:528ffce5-ef9f-4c1d-8d18-5d005b4a438c:autoScalingGroupName/sampleBrokenASG\",\"arn:aws:ec2:us-east-1:123456789012:instance/\"],\"detail\":{\"StatusCode\":\"Failed\",\"AutoScalingGroupName\":\"brokenASG\",\"ActivityId\":\"06076c51-4874-487d-b15b-7895a713ab55\",\"Details\":{\"AvailabilityZone\":\"us-east-1e\",\"SubnetID\":\"subnet-16c5df2c\"},\"RequestId\":\"06076c51-4874-487d-b15b-7895a713ab55\",\"EndTime\":\"2015-11-11T21:42:36.000Z\",\"EC2InstanceId\":\"\",\"StartTime\":\"2015-11-11T21:42:36.698Z\",\"Cause\":\"At2015-11-11T21:42:09ZauserrequestupdateofAutoScalingGroupconstraintstomin:0,max:10,desired:2changingthedesiredcapacityfrom0to2.At2015-11-11T21:42:35Zaninstancewasstartedinresponsetoadifferencebetweendesiredandactualcapacity,increasingthecapacityfrom0to2.\"}}"
+	var data events.CloudWatchEvent
+	err := json.Unmarshal([]byte(s), &data)
+	if err != nil {
+		log.Println("error in unmarshal")
+	}
+	logs := parseCloudWatchEvents(data)
+
+	assert.Len(t, logs, 1)
+}
+
+func TestCustomMetadataFromJsonEvent(t *testing.T) {
+	testString := "{\"account\":\"280443500820\",\"detail\":{\"additionalEventData\":{\"AuthenticationMethod\":\"AuthHeader\",\"CipherSuite\":\"ECDHE-RSA-AES128-GCM-SHA256\",\"SignatureVersion\":\"SigV4\",\"bytesTransferredIn\":0,\"bytesTransferredOut\":0,\"x-amz-id-2\":\"UJNZntIyly1aAdiFVSPCwh14QRbyGaVQsbTjtgaNHRYgy0gl4p8c2Uu8Iu498icXe/3JHf9VFHo=\"},\"awsRegion\":\"us-west-2\",\"eventCategory\":\"Data\",\"eventID\":\"b9d131b3-70c7-4f74-a203-bddda20b7469\",\"eventName\":\"HeadBucket\",\"eventSource\":\"s3.amazonaws.com\",\"eventTime\":\"2023-07-13T09:52:54Z\",\"eventType\":\"AwsApiCall\",\"eventVersion\":\"1.08\",\"managementEvent\":false,\"readOnly\":true,\"recipientAccountId\":\"280443500820\",\"requestID\":\"J9ZE535Z4A4RVWZF\",\"requestParameters\":{\"Host\":\"sagemaker-studio-280443500820-6jk579yrjdw.s3.us-west-2.amazonaws.com\",\"bucketName\":\"sagemaker-studio-280443500820-6jk579yrjdw\"},\"resources\":[{\"ARNPrefix\":\"arn:aws:s3:::sagemaker-studio-280443500820-6jk579yrjdw/\",\"type\":\"AWS::S3::Object\"},{\"ARN\":\"arn:aws:s3:::sagemaker-studio-280443500820-6jk579yrjdw\",\"accountId\":\"1234567\",\"type\":\"AWS::S3::Bucket\"}],\"responseElements\":null,\"sourceIPAddress\":\"10.54.148.148\",\"tlsDetails\":{\"cipherSuite\":\"ECDHE-RSA-AES128-GCM-SHA256\",\"clientProvidedHostHeader\":\"sagemaker-studio-280443500820-6jk579yrjdw.s3.us-west-2.amazonaws.com\",\"tlsVersion\":\"TLSv1.2\"},\"userAgent\":\"[aws-sdk-java/1.12.498Linux/5.10.178-162.673.amzn2.x86_64OpenJDK_64-Bit_Server_VM/17.0.7+7-LTSjava/17.0.7vendor/Amazon.com_Inc.cfg/retry-mode/legacy]\",\"userIdentity\":{\"accessKeyId\":\"ASIAUCS54HEKCWHITL6Z\",\"accountId\":\"1234567\",\"arn\":\"arn:aws:sts::280443500820:assumed-role/aws-test-pooja-role/LMAssumeRoleSession\",\"principalId\":\"AROAUCS54HEKLBZ4YGEZZ:LMAssumeRoleSession\",\"sessionContext\":{\"attributes\":{\"creationDate\":\"2023-07-13T09:06:17Z\",\"mfaAuthenticated\":\"false\"},\"sessionIssuer\":{\"accountId\":\"1234567\",\"arn\":\"arn:aws:iam::280443500820:role/aws-test-pooja-role\",\"principalId\":\"AROAUCS54HEKLBZ4YGEZZ\",\"type\":\"Role\",\"userName\":\"aws-test-pooja-role\"}},\"type\":\"AssumedRole\"},\"vpcEndpointId\":\"vpce-051f8c152e5ab9b9d\"},\"detail-type\":\"AWS API Call via CloudTrail\",\"id\":\"0cc13242-9685-6b5a-4881-e970d28cc19c\",\"region\":\"us-west-2\",\"resources\":[],\"source\":\"aws.s3\",\"time\":\"2023-07-13T09:52:54Z\",\"version\":\"0\"}"
+	jsonKeys := []string{"account", "detail.additionalEventData.AuthenticationMethod", "detail.resources.[0].type"}
+	customMetadataMap := make(map[string]interface{})
+	addCustomMetadataFromRawJson(customMetadataMap, testString, jsonKeys)
+	assert.Equal(t, customMetadataMap["account"], "280443500820")
+	assert.Equal(t, customMetadataMap["detail.additionalEventData.AuthenticationMethod"], "AuthHeader")
+	assert.Equal(t, customMetadataMap["detail.resources.[0].type"], "AWS::S3::Object")
+
+}
+
+func TestCloudWatchLogMetadataExtraction(t *testing.T) {
+	addCloudWatchMetadata = true
+	cloudWatchLogData1 := events.CloudwatchLogsData{
+		Owner:               "dummy",
+		LogGroup:            "dummyloggroup",
+		LogStream:           "dummyLogStream",
+		SubscriptionFilters: []string{"abc", "def"},
+		MessageType:         "dummyMessageType",
+		LogEvents:           []events.CloudwatchLogsLogEvent{},
+	}
+
+	cloudWatchLogMetaDataMap := make(map[string]interface{})
+	addCloudWatchEventMetadata(cloudWatchLogMetaDataMap, &cloudWatchLogData1)
+	assert.Equal(t, cloudWatchLogMetaDataMap["logGroup"], "dummyloggroup")
+	assert.Equal(t, cloudWatchLogMetaDataMap["logStream"], "dummyLogStream")
+
+}
+
+func TestCloudWatchEventsS3Else(t *testing.T) {
+	var s = "{\"version\":\"0\",\"id\":\"17793124-05d4-b198-2fde-7ededc63b103\",\"detail-type\":\"ObjectCreated\",\"source\":\"aws.s3\",\"account\":\"123456789012\",\"time\":\"2021-11-12T00:00:00Z\",\"region\":\"ca-central-1\",\"resources\":[\"arn:aws:s3:::example-bucket\"],\"detail\":{\"version\":\"0\",\"bucket\":{\"name\":\"example-bucket\"},\"object\":{\"key\":\"example-key\",\"size\":5,\"etag\":\"b1946ac92492d2347c6235b4d2611184\",\"version-id\":\"IYV3p45BT0ac8hjHg1houSdS1a.Mro8e\",\"sequencer\":\"00617F08299329D189\"},\"request-id\":\"N4N7GDK58NMKJ12R\",\"requester\":\"123456789012\",\"source-ip-address\":\"1.2.3.4\",\"reason\":\"PutObject\"}}"
+	var data events.CloudWatchEvent
+	err := json.Unmarshal([]byte(s), &data)
+	if err != nil {
+		log.Println("error in unmarshal")
+	}
+	logs := parseCloudWatchEvents(data)
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_type": "aws.s3"}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"version\":\"0\",\"id\":\"17793124-05d4-b198-2fde-7ededc63b103\",\"detail-type\":\"ObjectCreated\",\"source\":\"aws.s3\",\"account\":\"123456789012\",\"time\":\"2021-11-12T00:00:00Z\",\"region\":\"ca-central-1\",\"resources\":[\"arn:aws:s3:::example-bucket\"],\"detail\":{\"version\":\"0\",\"bucket\":{\"name\":\"example-bucket\"},\"object\":{\"key\":\"example-key\",\"size\":5,\"etag\":\"b1946ac92492d2347c6235b4d2611184\",\"version-id\":\"IYV3p45BT0ac8hjHg1houSdS1a.Mro8e\",\"sequencer\":\"00617F08299329D189\"},\"request-id\":\"N4N7GDK58NMKJ12R\",\"requester\":\"123456789012\",\"source-ip-address\":\"1.2.3.4\",\"reason\":\"PutObject\"}}",
+		Timestamp:  time.Date(2021, time.November, 12, 0, 0, 0, 0, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:s3:::example-bucket"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestCloudWatchEventsEC2Else(t *testing.T) {
+	t.Setenv("LM_TENANT_IDENTIFIER", "123456")
+	t.Setenv("LM_ACCOUNT", "test")
+	ExtractEnvironmentVariables()
+	var s = "{\"account\":\"280443500820\",\"detail\":{\"instance-id\":\"i-0d51cd459226160ac\",\"state\":\"pending\"},\"detail-type\":\"EC2InstanceState-changeNotification\",\"id\":\"e38aa066-51af-cac4-d0d5-4f649c9f23b7\",\"region\":\"us-west-2\",\"resources\":[\"arn:aws:ec2:us-west-2:280443500820:instance/i-0d51cd459226160ac\"],\"source\":\"aws.ec2\",\"time\":\"2023-09-04T10:45:46Z\",\"version\":\"0\"}"
+	var data events.CloudWatchEvent
+	err := json.Unmarshal([]byte(s), &data)
+	if err != nil {
+		log.Println("error in unmarshal")
+	}
+	logs := parseCloudWatchEvents(data)
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_resource.type":"AWS", "_type": "aws.ec2", "_lm.tenantId": "123456"}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"version\":\"0\",\"id\":\"e38aa066-51af-cac4-d0d5-4f649c9f23b7\",\"detail-type\":\"EC2InstanceState-changeNotification\",\"source\":\"aws.ec2\",\"account\":\"280443500820\",\"time\":\"2023-09-04T10:45:46Z\",\"region\":\"us-west-2\",\"resources\":[\"arn:aws:ec2:us-west-2:280443500820:instance/i-0d51cd459226160ac\"],\"detail\":{\"instance-id\":\"i-0d51cd459226160ac\",\"state\":\"pending\"}}",
+		Timestamp:  time.Date(2023, time.September, 4, 10, 45, 46, 0, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:ec2:us-west-2:280443500820:instance/i-0d51cd459226160ac"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestCloudWatchEventsBedrockModel(t *testing.T) {
+	cloudWatchEvent := events.CloudwatchLogsEvent{
+		AWSLogs: events.CloudwatchLogsRawData{
+			Data: "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",
+		},
+	}
+
+	logs := parseCloudWatchLogs(cloudWatchEvent)
+	localTime := time.Local
+	timeValue :=time.Date(2024, time.August, 28, 18, 30, 10, 0, time.Local)
+	if strings.Contains(localTime.String(), "UTC") { //Test case is running at system with time.Local as UTC
+		timeValue = time.Date(2024, time.August, 28, 13, 00, 10, 0, time.Local)
+	}
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_resource.type":"AWS", "_type": "bedrock.amazonaws.com", "logGroup": "/aws/bedrock/modelinvocate", "logStream": "aws/bedrock/modelinvocations", "_lm.tenantId": "123456"}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"schemaType\":\"ModelInvocationLog\",\"schemaVersion\":\"1.0\",\"timestamp\":\"2024-08-28T13:00:10Z\",\"accountId\":\"280443500820\",\"identity\":{\"arn\":\"arn:aws:sts::280443500820:assumed-role/AmazonBedrockExecutionRoleForKnowledgeBase_3br46/BedrockKnowledgeBaseCPSession-RTWLKRR7XH\"},\"region\":\"us-west-2\",\"requestId\":\"e3ecd7d5-6afe-44ce-aa50-3f4d03f4124e\",\"operation\":\"InvokeModel\",\"modelId\":\"arn:aws:bedrock:us-west-2::foundation-model/cohere.embed-english-v3\",\"input\":{\"inputContentType\":\"application/json\",\"inputBodyJson\":{\"texts\":[\"test\"],\"input_type\":\"search_query\",\"truncate\":\"NONE\"},\"inputTokenCount\":1},\"output\":{\"outputContentType\":\"application/json\",\"outputBodyJson\":{\"id\":\"e3ecd7d5-6afe-44ce-aa50-3f4d03f4124e\",\"texts\":[\"test\"],\"embeddings\":[[-0.0037117004,-0.024276733,-0.040039062,-0.053253174,-0.038848877,-0.005870819,-0.029403687,0.0368042,-0.021606445,0.03475952,-0.029525757,0.001168251,8.1443787E-4,-0.0077323914,0.014884949,-0.049591064,0.044952393,-0.01109314,-0.013389587,-0.013412476,0.010353088,0.02432251,-0.0440979,0.03366089,0.022720337,0.08239746,-0.01802063,0.0020885468,-0.05456543,-0.065979004,0.012931824,0.03668213,0.015274048,0.037872314,-0.031402588,0.04159546,-0.0033779144,-0.015464783,0.010368347,0.005378723,0.009399414,-0.016983032,-0.022033691,-0.032836914,-0.025436401,-0.018478394,0.01574707,-0.021331787,0.07312012,0.0357666,0.033996582,0.031799316,0.009750366,-6.8712234E-4,-0.017044067,0.017486572,-0.05532837,-0.0017375946,0.026733398,-0.015945435,-0.007904053,0.0146865845,0.044433594,0.03945923,0.021087646,-0.005756378,0.009185791,0.006149292,0.032592773,0.0029907227,-0.0018444061,-0.024002075,0.013122559,-0.05114746,-0.014213562,0.013946533,-0.0044784546,-0.008964539,0.005874634,-0.020553589,0.0014476776,-0.049591064,-0.01335144,0.03137207,-0.019729614,0.055267334,0.004371643,-0.02532959,0.010566711,-0.02810669,0.017059326,0.06549072,-0.015853882,-9.021759E-4,-0.029373169,-0.034057617,-0.0015487671,-0.013267517,-6.995201E-4,-0.015609741,-0.017349243,-0.022598267,0.0032749176,-0.017822266,-0.022766113,0.01146698,-0.0040397644,0.018997192,0.0042800903,0.045715332,-0.033081055,0.021759033,-0.018249512,-0.011047363,-0.037841797,0.009254456,-0.038085938,0.026428223,0.0017518997,0.042022705,0.0058937073,0.028823853,0.027236938,-0.011405945,0.0067329407,1.1789799E-4,9.403229E-4,-0.06341553,0.011726379,-0.0036945343,-0.010108948,0.058898926,-0.07696533,-0.016845703,-0.028381348,-0.00198555,-0.036254883,-0.02003479,-0.025009155,0.042419434,0.034057617,-0.037322998,0.049591064,0.01550293,-0.024734497,0.07733154,0.03152466,-0.037628174,3.6263466E-4,-0.054748535,-0.025772095,-0.031173706,0.0065193176,0.07165527,-0.050628662,0.05038452,-0.07543945,0.033325195,0.035217285,0.030532837,-0.017868042,0.018966675,0.041381836,0.0011472702,-0.024032593,5.6505203E-4,0.042266846,0.018951416,0.02319336,0.016281128,-0.03036499,0.017501831,0.115234375,0.056030273,-0.010871887,-0.0011043549,-0.023208618,0.025985718,0.018859863,0.061431885,0.027786255,-0.029724121,-0.010261536,0.020065308,0.019454956,-0.06640625,0.01398468,-0.021118164,0.01361084,0.026306152,-0.010101318,0.01134491,-0.00969696,-0.03778076,0.035095215,0.0070228577,-0.070007324,-0.014007568,-0.0034732819,-0.021347046,-0.004337311,-0.014709473,0.036621094,-0.014022827,-0.005168915,-0.044647217,0.0051956177,-0.0041923523,0.013999939,-0.013916016,-9.0646744E-4,-0.04748535,7.56979E-6,-0.029251099,-0.036071777,0.016921997,0.0132369995,-0.055908203,6.713867E-4,4.3845177E-4,0.016555786,0.023788452,-0.0390625,0.05444336,-0.012214661,0.016281128,-0.032165527,0.024169922,-0.007019043,-0.007522583,0.05227661,0.010765076,0.029159546,0.022064209,-0.002286911,0.014175415,0.017288208,-0.04220581,-0.0024089813,0.025375366,0.022735596,0.0077552795,-0.022842407,-0.019088745,0.06567383,0.058654785,0.057006836,-0.03024292,0.012687683,0.06555176,0.024551392,-0.004634857,0.01398468,0.008384705,-0.004432678,0.01626587,-0.032043457,-0.009391785,0.022857666,-0.019058228,-0.009399414,-0.022903442,4.10676E-5,-0.010925293,-0.0052337646,-0.02281189,-0.016296387,0.00333786,-0.02406311,-1.3303757E-4,0.01927185,-0.04269409,-0.02809143,0.0077552795,0.1083374,0.021591187,-0.089660645,-0.006187439,0.029785156,0.014289856,-0.0031795502,0.047424316,0.0128479,-0.010421753,0.018005371,0.06585693,-0.002122879,-0.023345947,-0.0129776,0.003791809,0.039611816,0.005584717,-0.029144287,0.014060974,5.9986115E-4,-0.028884888,0.054626465,0.023757935,-0.0021629333,-0.066833496,0.011184692,0.012954712,-0.041870117,-0.010658264,0.00806427,-0.019042969,0.0345459,0.010910034,0.016616821,-0.019546509,-0.007205963,0.01335907,0.03161621,2.9993057E-4,0.010116577,0.002653122,-0.01776123,0.0149383545,-0.064941406,-0.0043754578,0.022277832,-0.003227234,-0.0519104,-0.016281128,-0.027160645,0.026107788,-0.054382324,-0.026672363,-0.08544922,0.006565094,0.06100464,-0.0055656433,0.015464783,0.014205933,0.004371643,0.02784729,0.03213501,-0.0224151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+		Timestamp:  timeValue.String(),
+		ResourceID: map[string]interface{}{"system.aws.arn": "arn:aws:bedrock:us-west-2::foundation-model/cohere.embed-english-v3"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestCloudWatchEventsBedrockKB(t *testing.T) {
+	cloudWatchEvent := events.CloudwatchLogsEvent{
+		AWSLogs: events.CloudwatchLogsRawData{
+			Data: "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",
+		},
+	}
+
+	logs := parseCloudWatchLogs(cloudWatchEvent)
+	epochMillis := int64(1724850011017)
+	
+	var metadataMap = map[string]interface{}{"_integration": "aws", "_resource.type":"AWS", "_type": "bedrock.amazonaws.com", "logGroup": "/aws/vendedlogs/bedrock/knowledge-base/APPLICATION_LOGS/RTWLKRR7XH", "logStream": "bedrock/knowledgebaseslogs", "_lm.tenantId": "123456"}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"event_timestamp\":1724850011017,\"event\":{\"ingestion_job_id\":\"GMNMGXKEVG\",\"data_source_id\":\"0N0MGJOTCW\",\"ingestion_job_status\":\"CRAWLING_COMPLETED\",\"knowledge_base_arn\":\"arn:aws:bedrock:us-west-2:280443500820:knowledge-base/RTWLKRR7XH\",\"resource_statistics\":{\"number_of_resources_updated\":0,\"number_of_resources_ingested\":0,\"number_of_resources_scheduled_for_update\":0,\"number_of_resources_scheduled_for_ingestion\":0,\"number_of_resources_scheduled_for_metadata_update\":0,\"number_of_resources_deleted\":0,\"number_of_resources_with_metadata_updated\":0,\"number_of_resources_failed\":0,\"number_of_resources_scheduled_for_deletion\":0}},\"event_version\":\"1.0\",\"event_type\":\"StartIngestionJob.StatusChanged\",\"level\":\"INFO\"}",
+		Timestamp: parseTime(epochMillis).String(),// time.Date(2024, time.August, 28, 18, 30, 11, 017, time.Local).String(),
+		ResourceID: map[string]interface{}{"system.aws.accountid": "280443500820", "system.cloud.category": "AWS/LMAccount"},
+		Metadata:   metadataMap,
+	}
+	assert.Equal(t, expectedLMEvent, logs[0])
+}
+
+func TestCloudWatchEventsQBusiness(t *testing.T) {
+	cloudWatchEvent := events.CloudwatchLogsEvent{
+		AWSLogs: events.CloudwatchLogsRawData{
+			Data: "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",
+		},
+	}
+
+	logs := parseCloudWatchLogs(cloudWatchEvent)
+	epochMillis := int64(1724850011017)
+	var metadataMap = map[string]interface {}{"_integration":"aws", "_type":"qbusiness.amazonaws.com"}
+	expectedLMEvent := model.LogInput{
+		Message:    "{\"application_id\":\"fd3048e2-f3d4-4f4a-91b6-248002364fcd\",\"event_timestamp\":\"2025-04-07T10:38:45Z\",\"log_type\":\"Message\",\"account_id\":\"280443500820\",\"conversation_id\":\"02216979-f649-48aa-823e-55d0e17b01d9\",\"system_message_id\":\"86154f78-dea7-4b72-ab25-ca971c7b9f69\",\"user_message_id\":\"779d78bd-e1a3-4494-a874-5a62f4909a82\",\"user_message\":\"helllo\",\"system_message\":\"Hello! I'm Amazon Q, an AI assistant from AWS. How can I help you today?\",\"output_metrics_is_message_blocked\":false,\"output_metrics_is_message_with_no_answer\":false}",
+		Timestamp: parseTime(epochMillis).String(),// time.Date(2024, time.August, 28, 18, 30, 11, 017, time.Local).String(),
+		ResourceID: map[string]interface {}{"system.aws.arn":"arn:aws:qbusiness::280443500820:application/fd3048e2-f3d4-4f4a-91b6-248002364fcd"},
+		Metadata:   metadataMap,
+	}
+
+
+
+	assert.Equal(t, expectedLMEvent.Message, logs[0].Message)
+	assert.Equal(t, expectedLMEvent.ResourceID, logs[0].ResourceID)
+	
+}
+
+func TestCloudWatchEventsSagemakerEndpoint(t *testing.T) {
+	cloudWatchEvent := events.CloudwatchLogsEvent{
+		AWSLogs: events.CloudwatchLogsRawData{
+			Data: "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",
+		},
+	}
+
+	logs := parseCloudWatchLogs(cloudWatchEvent)
+	epochMillis := int64(1724850011017)
+	var metadataMap = map[string]interface {}{"_integration":"aws", "_type":"endpoint.sagemaker.amazonaws.com"}
+	expectedLMEvent := model.LogInput{
+		Message:    "2025-05-13T11:58:04,687 [INFO ] pool-2-thread-4 ACCESS_LOG - /169.254.178.2:48188 \"GET /ping HTTP/1.1\" 200 0",
+		Timestamp: parseTime(epochMillis).String(),// time.Date(2024, time.August, 28, 18, 30, 11, 017, time.Local).String(),
+		ResourceID: map[string]interface {}{"system.aws.arn":"arn:aws:sagemaker::280443500820:endpoint/huggingface-pytorch-inference-2025-05-13-11-47-24-203"},
+		Metadata:   metadataMap,
+	}
+
+	assert.Equal(t, expectedLMEvent.Message, logs[0].Message)
+	assert.Equal(t, expectedLMEvent.ResourceID, logs[0].ResourceID)
+	
+}
+
+
+func TestCloudWatchEventsSagemakerProcessingJob(t *testing.T) {
+	cloudWatchEvent := events.CloudwatchLogsEvent{
+		AWSLogs: events.CloudwatchLogsRawData{
+			Data: "H4sIAAAAAAAA/63SyWrDMBAG4Fcxc7YS7ZYEPhjiBko3at9KKE6qGhNvWEpDCXn3kqTLtTi+Dcww3/AzB2isc0Vp88/egoFFkiev92mWJcsUQuj2rR3AAFWYcyYwVhRDCHVXLodu14OBebF389OCptjaYf40dBvrXNWWt93aXUYzP9iiAQO/Y8htqm3lUW2LoUUUU4GwQIQjLJHACCskOJ8XddkhgkjEI4oF5wJCcLu12wxV76uuvalqbwcH5gXezyXy1nlYndH0w7b+1DtA9QYGmNKSaSU4ETjSRFISEYplJCOqsaRKCEKVoJIKzBjXQktNmJQcQvBVY50vmh7M9y2CMclk+JMdGIjjOLh7XAZ5muVBlifPeRDHMRzD63jxT/4v9sB52wd4NptdjcuROJkCj0bidApcjcTZFLgeifMJ8AiP+ff0YXH59tXxC53B/ChQBAAA",
+		},
+	}
+
+	logs := parseCloudWatchLogs(cloudWatchEvent)
+	epochMillis := int64(1724850011017)
+	var metadataMap = map[string]interface {}{"_integration":"aws", "_type":"endpoint.sagemaker.amazonaws.com"}
+	expectedLMEvent := model.LogInput{
+		Message:    "=== LOG TEST START ===",
+		Timestamp: parseTime(epochMillis).String(),// time.Date(2024, time.August, 28, 18, 30, 11, 017, time.Local).String(),
+		ResourceID: map[string]interface {}{"system.aws.accountid":"280443500820", "system.cloud.category":"AWS/LMAccount"},
+		Metadata:   metadataMap,
+	}
+
+	assert.Equal(t, expectedLMEvent.Message, logs[0].Message)
+	assert.Equal(t, expectedLMEvent.ResourceID, logs[0].ResourceID)
+	
+}
+
+func parseTime(epochMillis int64) time.Time{
+	epochSeconds := epochMillis / 1000
+	nanoseconds := (epochMillis % 1000) * 1000000
+
+	parsedTime := time.Unix(epochSeconds, nanoseconds).In(time.Local)
+	return parsedTime
+}
diff --git a/code/regex_constants.go b/code/regex_constants.go
new file mode 100644
index 0000000..5767dc1
--- /dev/null
+++ b/code/regex_constants.go
@@ -0,0 +1,26 @@
+package main
+
+import "regexp"
+
+var s3Regex = `("bucketName":")(?P<bucketName>[^/][^,][^"]*)|("ARN":")(?P<arn>[^/][^,][^"]*)`
+var lambdaRegex = `("functionName":")(?P<functionName>[^/][^,][^"]*)|("resource":")(?P<resource>[^/][^,][^"]*)|("functionVersion":")(?P<functionVersion>[^/][^,][^"]*)`
+var awsRegionRegex = `("awsRegion":")(?P<awsRegion>[^/][^,][^"]*)`
+var awsEventSourceRegex = `("eventSource":")(?P<eventSource>[^/][^,][^"]*)`
+var awsARNRegex = `("arn":")(?P<arn>[^/][^,][^"]*)`
+var sqsRegex = `("queueName":")(?P<queueName>[^/][^,][^"]*)|("queueUrl":")(?P<queueUrl>[^/][^,][^"]*)`
+var ec2Regex = `("instanceId":\s*")(?P<instanceId>[^/][^"]*)`
+var cloudwatchResourceRegex = `("resources":\[")(?P<resources>[^/][^,][^"]*)`
+var elbAccountId = `AWSLogs\/(.*)\/elasticloadbalancing`
+var elbRegion = `\/elasticloadbalancing\/(.*?)\/`
+var rdsInstanceRegex = `/aws/rds/(instance|cluster)/([^/]*)`
+var eventSourceRegex = `("eventSource":")([^",]*)`
+var kinesisFirehoseRegex = `("deliveryStreamName":"|"deliveryStreamName": "|:deliverystream/)([^/][^,][^"]*)`
+var kinesisDataStreamRegex = `("streamName":"|"streamName": "|:stream/)([^/][^,][^"]*)`
+var ecsStreamRegex = `("cluster":"|"cluster": "|:cluster/)([^/][^,][^"]*)`
+var qbusinessRegex = `qbusiness/application/EVENT_LOGS/(.*)`
+var qbusinessApplicationIdRegex = `application/([0-9a-fA-F\-]{36})`
+var sagemakerEndpointRegex = `Endpoints/([^)]*)`
+func regexCompile(regexStr string) *regexp.Regexp {
+	var regex, _ = regexp.Compile(regexStr)
+	return regex
+}
diff --git a/code/version.properties b/code/version.properties
new file mode 100644
index 0000000..41864f0
--- /dev/null
+++ b/code/version.properties
@@ -0,0 +1 @@
+version=1.8.0