text stringlengths 92 5.09M |
|---|
from os import environ
import actions
from loader import Loader
ARN = 'arn:aws:personalize:{region}:{account}:dataset-group/{name}'
LOADER = Loader()
def lambda_handler(event, context):
datasetGroupArn = ARN.format(
account=LOADER.account_id,
name=event['datasetGroup']['name'],
region=env... |
import os
from boto3 import client
SNS = client('sns')
def get_message(event):
if 'statesError' in event.keys():
return 'Internal error: {}'.format(event['statesError'])
if 'serviceError' in event.keys():
return 'Service error: {}'.format(event['statesError'])
return 'Your Personalize Endpo... |
import os
from boto3 import client
SNS = client('sns')
def get_message(event):
message = 'Resource Delete: '
if 'statesError' in event.keys():
message += f"Internal error: {event['statesError']}"
if 'serviceError' in event.keys():
message += f"Service error: {event['statesError']}"
if '... |
from os import environ
import actions
from loader import Loader
LOADER = Loader()
def lambda_handler(event, context):
listETResponse = LOADER.personalize_cli.list_event_trackers(
datasetGroupArn=event['datasetGroupArn'])
if(len(listETResponse['eventTrackers']) > 0):
eventTrackerArn = listETRes... |
from os import environ
import actions
from loader import Loader
from random import randint
from json import dumps
DATASET_ARN = 'arn:aws:personalize:{region}:{account}:dataset/{datasetGroupName}/{type}'
LOADER = Loader()
def create_schema(name, schema):
schemaArn = 'arn:aws:personalize:{region}:{account}:schema/... |
from os import environ
import actions
from loader import Loader
ARN = 'arn:aws:personalize:{region}:{account}:solution/{name}'
LOADER = Loader()
def create_solution(solutionArn, params):
try:
status = LOADER.personalize_cli.describe_solution(
solutionArn=solutionArn
)['solution']['sta... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
try:
response = LOADER.personalize_cli.delete_solution(
solutionArn=event['solutionArn']
)
except Exception as e:
LOADER.logger.error(f'Error deleting solu... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
# return event
status = LOADER.personalize_cli.describe_dataset_group(
datasetGroupArn=event['datasetGroupArn']
)['datasetGroup']
actions.take_action_delete(status['status'])... |
from os import environ
import actions
from loader import Loader
ARN = 'arn:aws:personalize:{region}:{account}:campaign/{name}'
LOADER = Loader()
def lambda_handler(event, context):
campaignArn = ARN.format(
region=environ['AWS_REGION'],
account=LOADER.account_id,
name=event['campaign']['n... |
from os import environ
from loader import Loader
import actions
import json
LOADER = Loader()
def lambda_handler(event, context):
try:
response = LOADER.personalize_cli.list_event_trackers(
datasetGroupArn=event['datasetGroupArn'],
maxResults = 100
)
return json.l... |
from os import environ
from loader import Loader
import actions
import json
LOADER = Loader()
def lambda_handler(event, context):
try:
response = LOADER.personalize_cli.list_solution_versions(
solutionArn=event['solutionArn'],
maxResults = 100
)
return json.loads(... |
from os import environ
from loader import Loader
import actions
import json
LOADER = Loader()
def lambda_handler(event, context):
try:
response = LOADER.personalize_cli.list_campaigns(
solutionArn=event['solutionArn'],
maxResults=100
)
return json.loads(json.dumps(... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
# return event
status = LOADER.personalize_cli.describe_solution(
solutionArn=event['solutionArn']
)['solution']
actions.take_action_delete(status['status'])
return statu... |
import os
from json import loads, dumps
from datetime import datetime
from boto3 import client
STEP_FUNCTIONS_CLI = client('stepfunctions')
def get_params(bucket_name, key_name):
params = loads(
client('s3').get_object(Bucket=bucket_name,
Key=key_name)['Body'].read().decod... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
try:
response = LOADER.personalize_cli.delete_dataset_group(
datasetGroupArn=event['datasetGroupArn']
)
except Exception as e:
LOADER.logger.error(f'Error ... |
from os import environ
from loader import Loader
import actions
import json
LOADER = Loader()
def lambda_handler(event, context):
try:
response = LOADER.personalize_cli.list_datasets(
datasetGroupArn=event['datasetGroupArn'],
maxResults = 100
)
return json.loads(j... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
# return event
status = LOADER.personalize_cli.describe_campaign(
campaignArn=event['campaignArn']
)['campaign']
actions.take_action_delete(status['status'])
return statu... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
# return event
status = LOADER.personalize_cli.describe_solution_version(
solutionVersionArn=event['solutionVersionArn']
)['solutionVersion']
actions.take_action(status['stat... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
try:
response = LOADER.personalize_cli.delete_campaign(
campaignArn=event['campaignArn']
)
except Exception as e:
LOADER.logger.error(f'Error deleting camp... |
from os import environ
import actions
from loader import Loader
from datetime import datetime
ARN = 'arn:aws:personalize:{region}:{account}:dataset-import-job/{type}_{date}'
LOADER = Loader()
def lambda_handler(event, context):
# return event
datasetImportJobArn = ARN.format(
region=environ['AWS_REGI... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
# return event
status = LOADER.personalize_cli.describe_event_tracker(
eventTrackerArn=event['eventTrackerArn']
)['eventTracker']
actions.take_action_delete(status['status'])... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
status = LOADER.personalize_cli.delete_event_tracker(
eventTrackerArn=event['eventTrackerArn']
) |
from os import environ
import actions
from loader import Loader
LOADER = Loader()
ARN = 'arn:aws:personalize:{region}:{account}:filter/{filter_name}'
def create_filter(dataset_group_arn, filter_expression, filter_name):
filterARN = ARN.format(
region=environ['AWS_REGION'],
account=LOADER.account_... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
try:
response = LOADER.personalize_cli.delete_dataset(
datasetArn=event['datasetArn']
)
except Exception as e:
LOADER.logger.error(f'Error deleting dataset... |
from os import environ
from loader import Loader
import actions
import json
LOADER = Loader()
def lambda_handler(event, context):
try:
response = LOADER.personalize_cli.list_solutions(
datasetGroupArn=event['datasetGroupArn'],
maxResults=100
)
return json.loads(js... |
from os import environ
from loader import Loader
import actions
LOADER = Loader()
def lambda_handler(event, context):
# return event
status = LOADER.personalize_cli.describe_dataset(
datasetArn=event['datasetArn']
)['dataset']
actions.take_action_delete(status['status'])
return status['s... |
from boto3 import client
personalize_cli = client('personalize-runtime')
import json
import os
def handler(event, context):
print(f"Event = {event}")
payload = json.loads(event['body'])
try:
response = personalize_cli.get_recommendations(
campaignArn=os.environ['CAMPAIGN_ARN'],
... |
const AWS = require('aws-sdk')
var personalizeevents = new AWS.PersonalizeEvents();
var dynamoClient = new AWS.DynamoDB.DocumentClient();
console.log('Loading function');
exports.handler = (event, context, callback) => {
console.log(JSON.stringify(event, null, 2));
event.Records.forEach(function(record) ... |
import pandas as pd
import pylab as pl
import numpy as np
import warnings
import traceback
import scipy.sparse as ss
import time
INTERACTIONS_REQUIRED_FIELDS = ["USER_ID", "ITEM_ID", "TIMESTAMP"]
# general
NA_RATE_THRESHOLD = 0.1
DUP_RATE_THRESHOLD = 0.1
REPEAT_RATE_THRESHOLD = 0.5
COLDSTART_RATE_THRE... |
"""Information Retrieval metrics
Useful Resources:
http://www.cs.utexas.edu/~mooney/ir-course/slides/Evaluation.ppt
http://www.nii.ac.jp/TechReports/05-014E.pdf
http://www.stanford.edu/class/cs276/handouts/EvaluationNew-handout-6-per.pdf
http://hal.archives-ouvertes.fr/docs/00/72/67/60/PDF/07-busa-fekete.pdf
Learning ... |
# If not already forked, fork the remote repository (https://github.com/aws-samples/generative-ai-amazon-bedrock-langchain-agent-example) and change working directory to shell folder
# cd generative-ai-amazon-bedrock-langchain-agent-example/shell/
# chmod u+x create-stack.sh
# source ./create-stack.sh
export UNIQUE_ID... |
# cd generative-ai-amazon-bedrock-langchain-agent-example/shell/
# chmod u+x delete-stack.sh
# ./delete-stack.sh
echo "Deleting Kendra Data Source: $KENDRA_WEBCRAWLER_DATA_SOURCE_ID"
aws kendra delete-data-source --id $KENDRA_WEBCRAWLER_DATA_SOURCE_ID --index-id $KENDRA_INDEX_ID --region $AWS_REGION
echo "Emptying an... |
import os
import json
import time
import boto3
import pdfrw
import difflib
import logging
import datetime
import dateutil.parser
from chat import Chat
from fsi_agent import FSIAgent
from boto3.dynamodb.conditions import Key
from langchain.llms.bedrock import Bedrock
from langchain.chains import ConversationChain
# Cr... |
import os
import json
import boto3
from langchain.agents.tools import Tool
from urllib.parse import urlparse
bedrock = boto3.client('bedrock-runtime', region_name=os.environ['AWS_REGION'])
class Tools:
def __init__(self) -> None:
print("Initializing Tools")
self.tools = [
Tool(
... |
from boto3.dynamodb.types import TypeSerializer
from langchain.memory.chat_message_histories import DynamoDBChatMessageHistory
from langchain.memory import ConversationBufferMemory
from datetime import datetime
import json
import boto3
import os
now = datetime.utcnow()
dynamodb = boto3.client('dynamodb')
ts = TypeSeri... |
from langchain.agents.tools import Tool
from langchain.agents.conversational.base import ConversationalAgent
from langchain.agents import AgentExecutor
from tools import Tools
from datetime import datetime
class FSIAgent:
def __init__(self, llm, memory) -> None:
self.ai_prefix = "Assistant"
se... |
import json
import os
import boto3
import logging
import cfnresponse
logger = logging.getLogger()
logger.setLevel(logging.INFO)
user_accounts_table_name = os.environ.get('USER_EXISTING_ACCOUNTS_TABLE')
REGION = os.environ.get('AWS_REGION')
dynamodb = boto3.client('dynamodb', region_name=REGION)
def handler(event, c... |
#!/bin/bash -xe
echo Running setup-grafana.sh
# Installing Grafana
cd /tmp
wget https://dl.grafana.com/oss/release/grafana-7.1.5-1.x86_64.rpm
sudo yum -y install grafana-7.1.5-1.x86_64.rpm
# Install Timestream datasource
grafana-cli plugins install grafana-timestream-datasource
# Configure Timestream datasource
wge... |
#!/bin/bash -xe
echo Running setup_sample_application.sh
yum update -y
# Install dependencies
## Install Python 3
yum install python3 -y
echo Creating Sample Application
## Create directory
useradd --no-create-home --shell /bin/false sample_app
mkdir -p /home/sample_app/
cd /home/sample_app/
## Create virtual envir... |
import time
import random
import math
import uuid
import sys
from influxdb import InfluxDBClient
from influxdb import SeriesHelper
if len(sys.argv) != 3:
print('Usage: {0} influxdb_host influxdb_port'.format(sys.argv[0]))
print('Invoked: {0}'.format(sys.argv))
sys.exit(1)
# InfluxDB connections settings
... |
#!/bin/bash -xe
echo Running setup_Telegraf_with_Timestream.sh
yum update -y
echo Installing Telegraf
cat <<EOF | sudo tee /etc/yum.repos.d/influxdb.repo
[influxdb]
name = InfluxDB Repository - RHEL \$releasever
baseurl = https://repos.influxdata.com/rhel/\$releasever/\$basearch/stable
enabled = 1
gpgcheck = 1
gpgke... |
package software.amazon.timestream;
import org.apache.kafka.clients.consumer.OffsetAndMetadata;
import org.apache.kafka.common.TopicPartition;
import org.apache.kafka.connect.errors.ConnectException;
import org.apache.kafka.connect.sink.ErrantRecordReporter;
import org.apache.kafka.connect.sink.SinkRecord;
import org.... |
package software.amazon.timestream.utility;
import org.apache.kafka.clients.admin.AdminClientConfig;
import org.apache.kafka.clients.producer.ProducerConfig;
import org.apache.kafka.connect.sink.SinkConnector;
import org.apache.kafka.connect.sink.SinkRecord;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
imp... |
package software.amazon.timestream.utility;
import com.influxdb.client.WriteApiBlocking;
import org.apache.kafka.connect.sink.SinkRecord;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import software.amazon.awssdk.core.exception.SdkException;
import software.amazon.awssdk.services.timestreamwrite.model.Reco... |
package software.amazon.timestream.utility;
import com.google.gson.Gson;
import com.google.gson.GsonBuilder;
import lombok.Getter;
import org.apache.kafka.clients.CommonClientConfigs;
import org.apache.kafka.clients.admin.AdminClientConfig;
import org.apache.kafka.clients.producer.KafkaProducer;
import org.apache.kafk... |
package software.amazon.timestream.utility.reader;
import com.google.gson.FieldNamingPolicy;
import com.google.gson.Gson;
import com.google.gson.GsonBuilder;
import com.google.gson.JsonSyntaxException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import software.amazon.awssdk.core.ResponseBytes;
import sof... |
package software.amazon.timestream.utility.reader;
import software.amazon.awssdk.services.timestreamwrite.model.DataModel;
/**
* Timestream table schema definition reader
*/
public interface TimestreamSchemaReader {
/**
* gets schema definition
*/
DataModel getSchemaDefinition();
}
|
package software.amazon.timestream.utility;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import software.amazon.awssdk.core.exception.SdkException;
import software.amazon.awssdk.regions.Region;
import software.amazon.awssdk.services.s3.model.HeadBucketRequest;
import software.amazon.awssdk.services.s3.mode... |
package software.amazon.timestream.utility;
import lombok.Getter;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import software.amazon.awssdk.core.client.config.ClientOverrideConfiguration;
import software.amazon.awssdk.core.exception.SdkException;
import software.amazon.awssdk.core.retry.RetryPolicy;
impor... |
package software.amazon.timestream;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;
import org.apache.kafka.common.config.ConfigDef;
import org.apache.kafka.connect.connector.Task;
import org.apache.kafka.connect.sink.SinkConnector;
import org.sl... |
package software.amazon.timestream.exception;
import lombok.EqualsAndHashCode;
import lombok.Getter;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.text.MessageFormat;
import java.util.ResourceBundle;
/**
* Timestream connector exception is thrown along with its error code and message
* This ... |
package software.amazon.timestream.exception;
/**
* Base exception returned by the Timestream Sink connector
*/
public class TimestreamSinkConnectorException extends RuntimeException {
private static final long serialVersionUID = -3872151051673375127L;
/**
* @param exception thrown from caller method
... |
package software.amazon.timestream.exception;
import java.util.List;
/**
* Exception thrown when there is a validation error.
* Sample validation errors:
* 1. Given Timestream ingestion endpoint is not a valid URI
* 2. S3 bucket name is not supplied
*/
public class TimestreamSinkConnectorValidationException exte... |
package software.amazon.timestream.exception;
/**
* Interface that lists the error code constants
*/
public class TimestreamSinkErrorCodes {
/**
* Error code for validation
*/
public static final String VALIDATION_ERROR = "VALIDATION_ERROR";
/**
* Error code: if 'connector.class' is not s... |
package software.amazon.timestream;
import org.apache.kafka.clients.producer.ProducerConfig;
import org.apache.kafka.common.config.AbstractConfig;
import org.apache.kafka.common.config.ConfigDef;
import org.apache.kafka.common.config.ConfigException;
import org.apache.kafka.connect.sink.SinkConnector;
import software... |
package software.amazon.timestream;
/**
* Interface that lists all the constants used by the connector classes
*/
public class TimestreamSinkConstants {
/**
* Default measure value if not specified in schema definition
*/
public static final String DEFAULT_MEASURE = "default_measure";
/**
... |
package software.amazon.timestream.schema;
import lombok.Getter;
import lombok.Setter;
import lombok.ToString;
import org.apache.kafka.connect.sink.SinkRecord;
import software.amazon.awssdk.services.timestreamwrite.model.Record;
/**
* Class that encapsulates the record that gets rejected while ingesting to
* Time... |
#!/usr/bin/env python3
#
# sensordata.py
#
# Copyright 2010-2016 Amazon.com, Inc. or its affiliates. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License").
# You may not use this file except in compliance with the License.
# A copy of the License is located at
#
# http://aws.amazon... |
import unittest
import timestreamquery
class TestStreamQuery(unittest.TestCase):
def test_bool_true(self):
self.assertTrue(timestreamquery.toBool('True'))
self.assertTrue(timestreamquery.toBool('true'))
self.assertTrue(timestreamquery.toBool(True))
def test_bool_false(self):
s... |
import boto3
import json
from botocore.config import Config
import time
import random
import sys, traceback
from timeit import default_timer as timer
import numpy as np
import datetime
import pandas as pd
import os
from collections import defaultdict, namedtuple
import argparse
'''
## Create a timestream query client.... |
package com.amazonaws.services.timestream;
import software.amazon.timestream.jdbc.TimestreamDataSource;
import javax.sql.PooledConnection;
import java.sql.Connection;
import java.sql.DriverManager;
import java.sql.SQLException;
import java.util.Properties;
import java.util.ResourceBundle;
import java.util.StringJoine... |
package com.amazonaws.services.timestream;
import javax.sql.PooledConnection;
import java.sql.Connection;
import java.sql.ResultSet;
import java.sql.ResultSetMetaData;
import java.sql.SQLException;
import java.sql.Statement;
import java.util.ArrayList;
import java.util.StringJoiner;
public class QueryExample {
p... |
package com.amazonaws.services.timestream;
import com.amazonaws.services.timestreamquery.AmazonTimestreamQuery;
import com.amazonaws.services.timestreamquery.AmazonTimestreamQueryClient;
import org.kohsuke.args4j.CmdLineException;
import org.kohsuke.args4j.CmdLineParser;
import java.io.IOException;
public class Main... |
package com.amazonaws.services.timestream;
import org.kohsuke.args4j.Option;
public class InputArguments {
@Option(name = "--database", aliases = "-d", usage = "database with DevOps table", required = true)
String database;
@Option(name = "--host", aliases = "-h", usage = "DevOps table host to query", r... |
import argparse
import json
import random
import signal
import string
import sys
import time
from collections import namedtuple
import distutils
import boto3
import numpy as np
regions = {
'us_east_1': dict(cells_per_region=15, silos_per_cell=3),
'us-east-2': dict(cells_per_region=2, silos_per_cell=2),
'u... |
package com.amazonaws.samples.kinesis2timestream.model;
import com.fasterxml.jackson.annotation.JsonProperty;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.EqualsAndHashCode;
import lombok.NoArgsConstructor;
@Data
@Builder
@NoArgsConstructor
@AllArgsConstructor
@EqualsAndH... |
package com.amazonaws.samples.kinesis2timestream.model;
import java.util.List;
import software.amazon.awssdk.services.timestreamwrite.model.Dimension;
import software.amazon.awssdk.services.timestreamwrite.model.MeasureValue;
import software.amazon.awssdk.services.timestreamwrite.model.MeasureValueType;
import softwa... |
package com.amazonaws.samples.kinesis2timestream.model;
import com.fasterxml.jackson.annotation.JsonProperty;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.EqualsAndHashCode;
import lombok.NoArgsConstructor;
@Data
@Builder
@NoArgsConstructor
@AllArgsConstructor
@EqualsAndH... |
package com.amazonaws.samples.kinesis2timestream.model;
import java.nio.charset.StandardCharsets;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.flink.api.common.serialization.DeserializationSchema;
import org.apache.flink.api.common.typeinfo.TypeInformation;
public class TimestreamRecordDeser... |
package com.amazonaws.samples.kinesis2timestream.model;
import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.annotation.JsonSubTypes;
import com.fasterxml.jackson.annotation.JsonTypeInfo;
import lombok.Data;
@JsonIgnorePropert... |
package com.amazonaws.samples.kinesis2timestream.utils;
import com.amazonaws.services.kinesisanalytics.runtime.KinesisAnalyticsRuntime;
import org.apache.flink.api.java.utils.ParameterTool;
import java.io.IOException;
import java.util.HashMap;
import java.util.Map;
import java.util.Properties;
public class Parameter... |
package com.amazonaws.samples.kinesis2timestream;
import java.net.URI;
import java.net.URISyntaxException;
import software.amazon.awssdk.regions.Region;
import software.amazon.awssdk.services.timestreamwrite.TimestreamWriteClient;
import software.amazon.awssdk.services.timestreamwrite.model.ConflictException;
import ... |
package com.amazonaws.samples.kinesis2timestream.kinesis;
import java.io.Serializable;
import java.util.concurrent.ThreadLocalRandom;
import org.apache.flink.streaming.connectors.kinesis.KinesisShardAssigner;
import org.apache.flink.streaming.connectors.kinesis.model.StreamShardHandle;
import org.slf4j.Logger;
import... |
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you ... |
package com.amazonaws.samples.kinesis2timestream.model;
import java.nio.charset.StandardCharsets;
import java.util.Optional;
import org.json.JSONObject;
import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api.BeforeAll;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.TestInstance;
import... |
package com.amazonaws.samples.connectors.timestream;
import org.apache.flink.annotation.PublicEvolving;
import software.amazon.awssdk.services.timestreamwrite.model.Record;
import software.amazon.awssdk.services.timestreamwrite.model.WriteRecordsRequest;
import java.io.Serializable;
import java.util.List;
@PublicEvo... |
package com.amazonaws.samples.connectors.timestream;
import lombok.Builder;
import lombok.Data;
import lombok.NonNull;
import org.apache.flink.annotation.PublicEvolving;
import java.io.Serializable;
import java.time.Duration;
@Data
@Builder()
@PublicEvolving
public class TimestreamSinkConfig implements Serializable... |
package com.amazonaws.samples.connectors.timestream.metrics;
import lombok.Getter;
import lombok.Setter;
import org.apache.flink.annotation.Internal;
import org.apache.flink.annotation.VisibleForTesting;
import org.apache.flink.metrics.Counter;
import org.apache.flink.metrics.MetricGroup;
import software.amazon.awssdk... |
package com.amazonaws.samples.connectors.timestream.metrics;
import com.amazonaws.samples.connectors.timestream.TimestreamModelUtils;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import software.amazon.awssdk.services.timestreamwrite.model.Record;
import software.amazon.awssdk.services.timestreamwrite.mode... |
package com.amazonaws.samples.connectors.timestream.metrics;
import org.apache.flink.metrics.MetricGroup;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
public class CloudWatchEmittedMetricGroupHelper {
private static final Logger LOG = LoggerFactory.getLogger(CloudWatchEmittedMetricGroupHelper.class);
... |
package com.amazonaws.samples.connectors.timestream;
import com.google.common.base.Utf8;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import software.amazon.awssdk.services.timestreamwrite.model.Dimension;
import software.amazon.awssdk.services.timestreamwrite.model.MeasureValue;
import software.amazon.aw... |
package com.amazonaws.samples.connectors.timestream;
import lombok.NonNull;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import software.amazon.awssdk.awscore.exception.AwsServiceException;
import software.amazon.awssdk.awscore.internal.AwsErrorCode;
import software.amazon.awssdk.core.endpointdiscovery.End... |
package com.amazonaws.samples.connectors.timestream;
import org.apache.flink.annotation.VisibleForTesting;
import org.apache.flink.api.connector.sink2.Sink.InitContext;
import org.apache.flink.connector.base.sink.writer.AsyncSinkWriter;
import org.apache.flink.connector.base.sink.writer.BufferedRequestState;
import or... |
package com.amazonaws.samples.connectors.timestream;
import org.apache.flink.connector.base.sink.writer.BufferedRequestState;
import org.apache.flink.core.io.SimpleVersionedSerializer;
import software.amazon.awssdk.services.timestreamwrite.model.Record;
import java.io.IOException;
/**
* A {@link SimpleVersionedSer... |
package com.amazonaws.samples.connectors.timestream;
import org.apache.flink.annotation.PublicEvolving;
import software.amazon.awssdk.services.timestreamwrite.model.Record;
import software.amazon.awssdk.services.timestreamwrite.model.WriteRecordsRequest;
import java.io.Serializable;
import java.util.Collection;
impor... |
package com.amazonaws.samples.connectors.timestream;
import com.amazonaws.samples.connectors.timestream.metrics.CloudWatchEmittedMetricGroupHelper;
import org.apache.flink.annotation.PublicEvolving;
import org.apache.flink.connector.base.sink.AsyncSinkBase;
import org.apache.flink.connector.base.sink.writer.BufferedRe... |
package com.amazonaws.samples.connectors.timestream;
import org.apache.flink.api.common.JobID;
import org.apache.flink.api.common.operators.MailboxExecutor;
import org.apache.flink.api.common.operators.ProcessingTimeService;
import org.apache.flink.api.common.serialization.SerializationSchema;
import org.apache.flink.... |
package com.amazonaws.samples.connectors.timestream;
import java.util.List;
import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api.Test;
import software.amazon.awssdk.services.timestreamwrite.model.Dimension;
import software.amazon.awssdk.services.timestreamwrite.model.MeasureValue;
import software.ama... |
package com.amazonaws.samples.connectors.timestream;
import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api.Test;
import software.amazon.awssdk.awscore.exception.AwsErrorDetails;
import software.amazon.awssdk.core.endpointdiscovery.EndpointDiscoveryFailedException;
import software.amazon.awssdk.core.exc... |
package com.amazonaws.samples.connectors.timestream.metrics;
import java.util.List;
import org.apache.flink.metrics.Counter;
import org.apache.flink.runtime.metrics.NoOpMetricRegistry;
import org.apache.flink.runtime.metrics.groups.MetricGroupTest;
import org.junit.jupiter.api.Assertions;
import org.junit.jupiter.api... |
package com.amazonaws.samples.connectors.timestream;
import org.apache.flink.api.connector.sink2.Sink.InitContext;
import org.apache.flink.connector.base.sink.writer.ElementConverter;
import org.apache.flink.streaming.runtime.tasks.TestProcessingTimeService;
import com.amazonaws.samples.connectors.timestream.metrics.... |
package com.amazonaws.samples.connectors.timestream;
import org.apache.flink.connector.base.sink.writer.BufferedRequestState;
import org.apache.flink.connector.base.sink.writer.RequestEntryWrapper;
import org.junit.jupiter.api.Test;
import software.amazon.awssdk.services.timestreamwrite.model.Record;
import java.io.... |
package com.amazonaws.samples.connectors.timestream;
import lombok.AllArgsConstructor;
import lombok.Data;
import lombok.NoArgsConstructor;
@Data
@NoArgsConstructor
@AllArgsConstructor
public class TestDataObject {
private long timestamp;
private String region;
private String az;
private String hostna... |
#!/bin/sh
S3BUCKET=$1
if [ -z "$S3BUCKET" ]
then
echo "Please specify S3 bucket name for uploading cloudformation template"
echo "usage:"
echo "sh ./runme.sh <s3 bucket name>"
exit -1
fi
aws s3 cp scheduled_query.yaml s3://${S3BUCKET}/cfn/
# aws cloudformation delete-stack --stack-name scheduled-query-example --... |
import argparse
import json
import random
import signal
import string
import sys
import time
from collections import namedtuple
import boto3
import numpy as np
regions = {
"us_east_1": dict(cells_per_region=15, silos_per_cell=3),
"us-east-2": dict(cells_per_region=2, silos_per_cell=2),
"us-west-1": dict(c... |
import boto3
database = "devops"
table = "sample_devops"
region = "us-east-1"
memory_store_retenion_in_hours = 24
magnetic_store_retention_in_days = 365
partition_key = "hostname"
timestream_client = boto3.client('timestream-write', region_name=region)
# create database
try:
timestream_client.create_database(Dat... |
import random
import time
import boto3
import datetime
import threading
from botocore.config import Config
class Generator:
INTERVAL = 1 # Seconds
INTERVAL_MILLI = 100
BATCH_SIZE = 100
def __init__(self):
self.time_lock = threading.Lock()
def prepare_common_attributes(self):
com... |
from enum import IntEnum
import io
import json
import re
import sys
import time
import numpy
import pandas
import pyarrow.parquet as pq
import pyarrow as pa
import requests
METADATA_TABLE_NAME = "liveanalytics_migration_metadata"
MIGRATION_PENDING = "pending"
MIGRATION_IN_PROGRESS = "in progress"
MIGRATION_NEEDS_VERI... |
"""
InfluxDB Migration Plugin Wrapper Script
This script handles Timestream to InfluxDB migration operations including:
- Timestream unload operations to S3.
- S3 parquet file discovery and pre-signed URL generation.
- InfluxDB metadata management.
Usage:
python influxdb_migration_wrapper.py --live-analytics-data... |
import unittest
import os
import sys
sys.path.insert(
0, os.path.abspath(os.path.join(os.path.dirname(__file__), "../../../"))
)
from liveanalytics_migration_plugin.liveanalytics_migration_plugin import (
HttpStatus,
create_http_response,
)
class PluginTestCase(unittest.TestCase):
def test_create_ht... |
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