Documentation

• 1: Quick Start Guide
• 1.1: Running Stroom
• 1.2: Feeds
• 1.3: Pipeline Processing
• 1.4: Indexing
• 1.5: Dashboards
• 2: Stroom Architecture
• 3: Installation Guide
• 3.1: Single Node Docker Installation
• 3.2: Configuration
• 3.2.1: Stroom and Stroom-Proxy Configuration
• 3.2.1.1: Common Configuration
• 3.2.1.2: Stroom Configuration
• 3.2.1.3: Stroom Proxy Configuration
• 3.2.2: Nginx Configuration
• 3.2.3: Stroom Log Sender Configuration
• 3.2.4: MySQL Configuration
• 3.3: Installing in an Air Gapped Environment
• 3.4: Upgrades
• 3.4.1: Minor Upgrades and Patches
• 3.4.2: Upgrade from v5 to v7
• 3.4.3: Upgrade from v6 to v7
• 3.5: Setup
• 3.5.1: MySQL Setup
• 3.5.2: Securing Stroom
• 3.5.3: Java Key Store Setup
• 3.5.4: Processing Users
• 3.5.5: Setting up Stroom with an Open ID Connect IDP
• 3.5.5.1: Accounts vs Users
• 3.5.5.2: Stroom's Internal IDP
• 3.5.5.3: External IDP
• 3.5.5.4: Tokens for API use
• 3.5.5.5: Test Credentials
• 3.6: Stroom 6 Installation
• 3.7: Kubernetes Cluster
• 3.7.1: Introduction
• 3.7.2: Install Operator
• 3.7.3: Upgrade Operator
• 3.7.4: Remove Operator
• 3.7.5: Configure Database
• 3.7.6: Configure a cluster
• 3.7.7: Auto Scaler
• 3.7.8: Stop Stroom Cluster
• 3.7.9: Restart Node
• 4: How Tos
• 4.1: General
• 4.1.1: Enabling Processors
• 4.1.2: Explorer Management
• 4.1.3: Feed Management
• 4.1.4: Raw Source Tracking
• 4.1.5: Task Management
• 4.2: Administration
• 4.2.1: System Properties
• 4.3: Authentication
• 4.3.1: Create a user
• 4.3.2: Login
• 4.3.3: Logout
• 4.4: Installation
• 4.4.1: Apache Httpd/Mod_JK configuration for Stroom
• 4.4.2: Database Installation
• 4.4.3: Installation
• 4.4.4: Installation of Stroom Application
• 4.4.5: Installation of Stroom Proxy
• 4.4.6: NFS Installation and Configuration
• 4.4.7: Node Cluster URL Setup
• 4.4.8: Processing User setup
• 4.4.9: SSL Certificate Generation
• 4.4.10: Testing Stroom Installation
• 4.4.11: Volume Maintenance
• 4.5: Event Feeds
• 4.5.1: Writing an XSLT Translation
• 4.5.2: Apache HTTPD Event Feed
• 4.5.3: Event Processing
• 4.6: Reference Feeds
• 4.6.1: Use a Reference Feed
• 4.6.2: Create a Simple Reference Feed
• 4.7: Indexing and Search
• 4.7.1: Elasticsearch
• 4.7.2: Apache Solr
• 4.7.3: Stroom Search API
• 4.8: Event Post Processing
• 4.8.1: Event Forwarding
• 5: User Guide
• 5.1: Application Programming Interfaces (API)
• 5.1.1: API Specification
• 5.1.2: Calling an API
• 5.1.3: Query APIs
• 5.1.4: Export Content API
• 5.1.5: Reference Data
• 5.2: Background Jobs
• 5.2.1: Scheduler
• 5.3: Concepts
• 5.3.1: Streams
• 5.4: Data Retention
• 5.5: Data Splitter
• 5.5.1: Simple CSV Example
• 5.5.2: Simple CSV example with heading
• 5.5.3: Complex example with regex and user defined names
• 5.5.4: Multi Line Example
• 5.5.5: Element Reference
• 5.5.5.1: Content Providers
• 5.5.5.2: Expressions
• 5.5.5.3: Variables
• 5.5.5.4: Output
• 5.5.6: Match References, Variables and Fixed Strings
• 5.5.6.1: Expression match references
• 5.5.6.2: Variable reference
• 5.5.6.3: Use of fixed strings
• 5.5.6.4: Concatenation of references
• 5.6: Event Feeds
• 5.7: Indexing data
• 5.7.1: Elasticsearch
• 5.7.1.1: Introduction
• 5.7.1.2: Getting Started
• 5.7.1.3: Indexing data
• 5.7.1.4: Exploring Data in Kibana
• 5.7.2: Lucene Indexes
• 5.7.3: Solr Integration
• 5.8: Nodes
• 5.9: Pipelines
• 5.9.1: Pipeline Recipies
• 5.9.2: Parser
• 5.9.2.1: XML Fragments
• 5.9.3: XSLT Conversion
• 5.9.3.1: XSLT Basics
• 5.9.3.2: XSLT Functions
• 5.9.3.3: XSLT Includes
• 5.9.4: File Output
• 5.9.5: Reference Data
• 5.9.6: Context Data
• 5.10: Properties
• 5.11: Roles
• 5.12: Searching Data
• 5.12.1: Data Sources
• 5.12.1.1: Lucene Index Data Source
• 5.12.1.2: Statistics
• 5.12.1.3: Elasticsearch
• 5.12.1.4: Internal Data Sources
• 5.12.2: Dashboards
• 5.12.2.1: Queries
• 5.12.2.2: Internal Links
• 5.12.2.3: Direct URLs
• 5.12.3: Query
• 5.12.3.1: Stroom Query Language
• 5.12.4: Analytic Rules
• 5.12.5: Search Extraction
• 5.12.6: Dictionaries
• 5.13: Security
• 5.14: Tools
• 5.14.1: Command Line Tools
• 5.14.2: Stream Dump Tool
• 5.15: User Content
• 5.15.1: Editing Text
• 5.15.2: Naming Conventions
• 5.15.3: Documenting content
• 5.15.4: Finding Things
• 5.16: Viewing Data
• 5.17: Volumes
• 6: Reference Section
• 6.1: Cron Syntax
• 6.2: Dates & Times
• 6.3: Documents
• 6.4: Editor Completion Snippets
• 6.5: Expression functions
• 6.5.1: Aggregate Functions
• 6.5.2: Cast Functions
• 6.5.3: Date Functions
• 6.5.4: Link Functions
• 6.5.5: Logic Funtions
• 6.5.6: Mathematics Functions
• 6.5.7: Selection Functions
• 6.5.8: String Functions
• 6.5.9: Type Checking Functions
• 6.5.10: URI Functions
• 6.5.11: Value Functions
• 6.6: Background Jobs
• 6.7: Keyboard Shortcuts
• 6.8: Pipeline Elements
• 6.9: Templating
• 7: Sending Data to Stroom
• 7.1: Event Data Formats
• 7.1.1: Character Encoding
• 7.1.2: Event XML Fragments
• 7.2: Header Arguments
• 7.3: Response Codes
• 7.4: Payload Formats
• 7.5: SSL Configuration
• 7.6: Example Clients
• 7.6.1: curl (Linux)
• 7.6.2: curl (Windows)
• 7.6.3: event-logging (Java library)
• 7.6.4: send_to_stroom.sh (Linux)
• 7.6.5: Simple C# Client
• 7.6.6: Simple Java Client
• 7.6.7: stroom-log-sender (Docker)
• 7.6.8: VBScript (Windows)
• 7.6.9: wget (Windows)
• 7.7: Token Authentication
• 7.8: Java Keystores
• 8: Stroom Proxy
• 8.1: Stroom Proxy Installation
• 9: Glossary

1 - Quick Start Guide

In this quick-start guide you will learn how to use Stroom to get from a file that looks like this:

id,date,time,guid,from_ip,to_ip,application
1,6/2/2018,10:18,10990cde-1084-4006-aaf3-7fe52b62ce06,159.161.108.105,217.151.32.69,Tres-Zap
2,12/6/2017,5:58,633aa1a8-04ff-442d-ad9a-03ce9166a63a,210.14.34.58,133.136.48.23,Sub-Ex
3,6/7/2018,11:58,fabdeb8a-936f-4e1e-a410-3ca5f2ac3ed6,153.216.143.195,152.3.51.83,Otcom
4,9/2/2018,19:39,9481b2d6-f66a-4d21-ae30-26cc6ee8eced,222.144.34.33,152.67.64.215,Tres-Zap
5,8/10/2018,20:46,f8e7b436-c695-4c38-9560-66f91be199e2,236.111.169.13,239.121.20.54,Greenlam
6,10/6/2018,6:16,87c54872-ef9c-4693-a345-6f0dbcb0ea17,211.195.52.222,55.195.63.55,Bitwolf
7,12/1/2017,15:22,81a76445-f251-491c-b2c1-c09f3941c879,105.124.173.107,24.96.94.189,Kanlam
8,8/28/2018,23:25,4499f9e4-afab-4ede-af45-e12ccc8ad253,250.230.72.145,145.77.179.145,Greenlam
9,12/6/2017,21:08,4701fe3d-19cb-4ed5-88e5-a49f669b4827,192.17.20.204,123.174.48.49,Veribet
10,5/24/2018,3:35,a202d4a6-44c1-4d9d-a6b5-c2d3a246f5bd,151.153.61.111,191.59.2.47,Ventosanzap
11,10/11/2018,16:06,73bf0fde-091c-41eb-9ef5-c6a742b447a6,112.210.36.45,89.113.178.178,Sub-Ex
12,3/22/2018,2:29,3f54a04f-3045-4400-927e-fa211c61daf6,22.113.244.30,213.13.252.165,Solarbreeze
13,11/26/2017,19:47,925ff706-ebd3-4045-a8c1-a938a196ba39,239.76.244.27,50.1.42.87,Stronghold
14,10/7/2018,1:21,71b37372-4498-47fa-bc7b-611c3dd6bd30,21.138.176.238,155.255.71.235,Cookley
15,5/26/2018,2:57,24e9e4d4-ae47-4d8d-8a24-58f6d4085329,246.103.138.18,73.162.117.95,Lotstring
16,4/27/2018,18:49,1778d0e7-5fae-4d48-b754-700d0e26fcc7,20.8.184.2,244.134.213.31,Veribet
17,10/7/2017,6:27,fa061c82-5f3d-4ab8-b1b3-ab7e8c206501,206.244.196.39,96.199.17.147,Zontrax
18,9/10/2018,11:06,99ea62f8-f13a-4730-af9a-aa9dbf515bd5,229.232.8.245,151.187.41.141,Sonair
19,10/11/2017,10:38,020c8302-a220-4f0c-b3e9-5704dafc2c6c,210.3.18.238,7.24.182.123,Veribet
20,10/8/2018,21:01,9f697626-dbf7-44cf-8304-bc23d270f9a4,79.91.164.95,65.228.111.8,Kanlam
21,12/14/2017,19:24,ecf60fc1-ed96-4689-a437-8cb021527910,230.75.202.62,160.37.195.14,Flowdesk
22,10/8/2017,15:22,54aa9db5-6dab-4180-aae0-9bc23b6d9a90,176.69.103.171,181.151.216.246,Stim
23,9/20/2018,23:35,eef29e7e-3ed6-4eed-8c04-d1f6bdd95c11,6.188.94.84,84.2.105.82,Lotlux
24,2/26/2018,6:14,75a63921-0319-4a1d-980a-dc9477ba3810,83.232.182.156,98.95.4.218,Tin
25,10/28/2018,12:50,8a6beaf1-c0b7-4f91-bcc0-586f4ac55ea6,167.227.0.230,34.218.236.86,Tampflex
26,6/13/2018,15:17,ed6434f8-7bda-4a40-92f7-3096a5b39d3e,23.75.75.27,153.54.203.153,Temp
27,12/28/2017,12:22,9bb67784-35a6-44a1-b2c4-46a1de49ef2e,17.22.178.242,193.74.181.212,Flexidy
28,4/8/2018,21:31,24d3706b-9f4a-4a0d-abf2-f398502a660e,22.7.145.209,227.22.142.54,Duobam
29,5/7/2018,21:24,aeb57761-9cef-48d9-87bf-2d053332e8d4,213.170.238.130,94.29.64.34,Sub-Ex
30,11/26/2017,21:45,9be35bf3-9607-4d3b-97fe-c6f1d787fd5e,96.155.134.182,45.208.223.58,Fixflex
31,3/3/2018,21:07,b5431a46-322c-4d61-b620-173bf80a9cc0,22.60.155.34,75.176.116.70,Treeflex
32,9/14/2018,19:30,2322cb82-8e79-469b-8de6-adace7947030,66.6.112.48,134.222.225.40,Y-Solowarm
33,10/23/2018,22:18,ade11826-fac9-4e06-ac2e-f32c82b643b5,35.102.108.189,255.67.89.29,Daltfresh
34,8/27/2018,16:13,42d4d562-e5cb-4504-8a2a-fee0d619117c,210.78.202.27,191.42.123.3,Bamity
35,8/29/2018,22:55,4e6d67b0-20f2-49e5-903a-2fc1a8de08a3,155.153.56.139,151.77.207.194,Biodex
36,12/26/2017,1:50,c0a4497f-2e6f-402b-bd88-c3adb86da85f,23.3.148.82,10.179.79.149,Bamity
37,11/28/2017,8:22,5f4f41ef-f7c9-4c41-9df8-f6ecf0634c33,245.209.118.240,48.28.91.123,Temp
38,6/29/2018,22:21,59d0bf23-80af-49d5-b216-398ce24cbf30,201.192.177.176,169.46.125.48,Alpha
39,10/16/2018,4:07,70a97207-0d71-4785-aa9c-3fcc2f0ebdab,183.15.192.131,23.94.228.168,Fix San
40,1/31/2018,20:11,eef84f7d-22fe-44c3-9681-d870949de034,150.117.217.147,147.20.93.58,Flowdesk
41,4/11/2018,10:16,66dfc774-873d-4f2a-9a0f-3600dc152dd7,101.227.202.214,53.157.66.129,Zoolab
42,11/28/2017,8:12,ddad6b94-c5c8-49a8-abca-505cdaf62332,101.21.101.124,234.107.46.72,Matsoft
43,2/23/2018,5:02,0963372f-b583-41d4-b2f5-f5db91a7ef64,155.149.83.56,209.206.127.59,Veribet
44,1/1/2018,15:22,9610cbed-14e5-4c69-a742-c224b9862e00,37.20.231.133,200.159.90.16,Cardguard
45,10/13/2017,14:39,eff31a8d-2942-4b9f-8a0f-4624466b61fa,52.252.121.31,137.195.3.132,Aerified
46,1/2/2018,13:48,a14aac0c-ff78-4b16-9fb6-dd3033a91131,18.91.250.133,89.124.11.172,Bigtax
47,6/8/2018,2:24,1896d637-bc27-4d49-b801-8a46a5a3b564,150.24.100.244,81.227.172.244,Y-Solowarm
48,10/26/2017,17:12,bca0aa24-5940-42b2-8993-0852ff510c29,141.1.48.101,214.87.149.212,Zontrax
49,12/21/2017,22:55,0ac743a4-88bd-4570-81e0-df46707a1b5c,124.224.230.100,238.250.63.80,Rank
50,12/23/2017,19:24,168770b9-3933-49c2-bde3-887207912b24,156.47.16.83,230.73.19.38,Treeflex
51,5/9/2018,17:38,83d8927c-ebdd-4219-ae11-e28db5faab31,102.120.152.228,174.180.251.72,Regrant
52,7/19/2018,3:19,8b991347-2be9-417b-8048-4396f9de115a,38.0.78.235,187.73.115.229,Ventosanzap
53,10/7/2017,0:24,8bd7db7e-4d36-4f41-b1a9-636d5a2eb1ef,8.253.72.127,82.88.214.98,Fixflex
54,5/7/2018,21:58,2b7337a4-e245-45c1-b15b-d182ddf7a446,199.15.196.199,150.132.238.116,Bitchip
55,11/23/2017,19:31,03ed4c11-783c-4208-8d85-71bc72838a74,71.84.168.61,184.203.62.40,Veribet
56,4/28/2018,7:21,c7acc412-7490-459d-9208-b9f4aa1c5c0a,126.35.238.179,0.51.223.13,Alphazap
57,3/29/2018,17:33,900a715e-96f2-470a-bbbf-76048fb8b77f,140.228.247.238,116.178.79.7,Tin
58,12/15/2017,19:15,296ff789-5b10-416a-acef-318dc8f666f2,226.217.207.110,171.94.142.208,Kanlam
59,6/11/2018,6:58,6037a7ae-df3d-489d-b5d1-a7faca916073,212.241.212.170,206.146.52.55,Latlux
60,8/23/2018,19:20,e46a4e65-79b8-457e-9860-008e49cc599c,99.46.226.254,67.81.66.1,Ventosanzap
61,8/17/2018,15:13,52c11e8a-ab45-4e95-b0b5-7d27b700c48f,44.195.55.31,211.84.161.160,Zoolab
62,11/26/2017,11:46,e72f2af8-cc39-4356-a463-671b8ed8bcff,25.92.147.157,44.140.226.157,Sub-Ex
63,8/28/2018,18:42,51daa082-308d-46a2-962a-b29ade9d8d17,134.90.134.103,105.215.16.119,Tempsoft
64,6/27/2018,21:36,a7f8e970-5b16-4175-b99b-df6ecf415d1d,191.31.234.129,109.226.93.112,Tres-Zap
65,7/18/2018,15:48,2267ece0-1f6d-4395-b728-fcb63294f7c6,54.28.24.238,227.112.143.253,Y-find
66,10/24/2018,0:17,f0d8a4f6-82d2-485a-a148-95460143fdf7,117.37.136.20,204.241.25.107,Cardify
67,12/27/2017,2:07,d9bdb997-7720-428a-96ea-945968634c4a,48.148.4.245,251.90.120.127,Sub-Ex
68,6/15/2018,1:20,55bc6e1f-5395-4c8c-ad4c-2d912175f643,211.41.36.194,21.56.236.232,Cardguard
69,9/6/2018,13:43,290a7c64-327b-4455-8141-1c172b576098,250.252.31.201,95.252.30.224,Redhold
70,1/19/2018,13:25,9781f97e-78ad-4a06-aeba-92d1f92d798c,94.253.197.169,29.246.50.135,Cardguard
71,1/11/2018,23:42,ac4e7281-de0f-46f7-a5bb-e44947d7fca3,103.223.119.34,21.238.189.98,Stronghold
72,3/31/2018,14:47,0aeb36d0-dbd0-4267-a142-21065473a3d7,143.89.28.63,111.150.218.124,Lotstring
73,3/12/2018,15:02,3140d07e-9db5-4e80-a1b5-6f11f2bfb4d3,80.48.160.166,170.89.37.90,Andalax
74,1/30/2018,17:00,0e912b71-5ef9-4435-9885-405cfe4afb36,81.218.97.44,46.42.61.99,Viva
75,5/13/2018,5:57,7ededbe9-c06f-4dbb-baf1-7242703f1a61,224.184.137.64,96.79.149.56,Opela
76,9/23/2018,21:55,703e3fea-1ece-4ef5-98ed-ea75658ac85f,192.229.153.21,1.207.209.27,Y-Solowarm
77,4/21/2018,1:35,f92db754-9898-4892-8317-b5c729094f04,171.218.41.176,39.123.55.10,Duobam
78,10/14/2018,10:46,95ed36a1-0664-4e4b-b7b2-e667ff84d365,25.90.242.94,141.119.146.29,Fintone
79,6/13/2018,18:08,a763008a-1d87-4be7-9ce2-aeecd4fa6c96,122.146.189.181,111.183.241.129,Regrant
80,12/2/2017,21:12,dd951713-31ff-4979-a7e7-3d885fe107bf,151.251.152.121,102.191.159.182,Regrant
81,5/23/2018,12:14,d963c509-5bc1-495b-a5c3-0c06876a49a0,44.186.148.218,50.220.247.240,Veribet
82,10/27/2017,1:06,dbc9b56e-bd77-4c40-90e4-d8939bd70f06,147.70.41.96,147.73.163.219,Bytecard
83,12/8/2017,8:36,fdd77368-9ec4-4adb-9c30-27ea35c9921c,25.84.90.75,252.15.3.183,Greenlam
84,2/10/2018,8:02,cdbc1785-294f-437c-9b0b-4e3a23574003,161.169.248.79,112.152.50.119,Redhold
85,8/27/2018,11:40,e28c6cec-525d-49cc-9960-f36773b71899,253.14.95.138,43.252.156.5,Bitchip
86,10/15/2017,7:29,773020e3-e501-4f44-b645-f48d3a870c06,170.143.86.114,221.96.158.107,Bigtax
87,7/11/2018,20:38,47a868ad-d264-4600-9ae3-bc726aba33cb,34.38.157.106,78.216.31.16,Solarbreeze
88,7/25/2018,8:23,418c7837-8511-4005-91a0-ecb1a305bc2a,185.239.181.119,213.56.32.1,Zathin
89,6/8/2018,7:06,9415d1c4-b821-4afa-8e59-72d5ce2e1ec0,227.131.149.25,203.122.150.8,Asoka
90,3/1/2018,2:43,263e689f-671c-4385-88b6-77479c5a905c,4.240.204.191,48.105.128.192,Overhold
91,1/31/2018,10:34,169522d6-1d62-4986-9d6c-89155a7cec38,229.141.65.124,178.60.253.94,Holdlamis
92,11/28/2017,6:32,ac5e8061-2a2d-48b1-ab1a-f3c63d8b4a90,155.14.247.251,203.228.183.148,Stringtough
93,12/24/2017,2:34,3dc0cc3f-95f4-4dbd-82f9-b891d7c900f6,88.131.197.5,223.60.102.11,Temp
94,7/8/2018,13:47,bba331ac-6bf9-4f9a-a638-936cbc46ef07,63.143.250.154,117.102.62.65,Redhold
95,12/14/2017,22:54,2ae48b9c-e5fb-4d88-8271-d9fcad65d9db,192.175.242.183,171.42.116.122,Bitwolf
96,10/1/2018,7:14,d5c13a4c-f8ee-4f1d-8491-8ee06342bf35,152.242.18.39,53.63.137.55,Duobam
97,2/11/2018,22:50,368da884-82b1-422c-a8ad-3e706d6c352b,56.196.99.77,29.124.101.139,Tresom
98,10/11/2018,14:10,f4e91b49-e9ed-4f68-ae78-32dcc7041390,85.105.54.201,42.28.93.183,Treeflex
99,10/11/2018,8:38,a881cb66-619e-4208-a37f-8be92c34cc17,198.15.225.66,140.186.190.29,Y-find
100,9/6/2018,9:38,97d87472-84ea-450c-bd22-06c34122ba54,165.193.100.176,204.7.185.150,Asoka
101,7/28/2018,13:08,6d6c1a8b-30bc-44c7-94ce-72b3625a72c0,171.117.220.80,85.157.194.63,Ventosanzap
102,10/25/2018,3:52,1455d1f4-0d6a-41bc-b6e2-2bd00dfd79f5,56.164.213.39,194.218.185.51,Bigtax
103,1/7/2018,6:37,8b19f201-528e-4a94-a328-27789f965149,14.105.155.22,199.108.108.152,Bamity
104,11/8/2017,0:30,e9f54eaa-b59a-4e90-a062-c8fc695d900d,193.4.171.203,55.126.99.98,Treeflex
105,8/7/2018,10:06,6f0ba07f-5308-4698-b5dc-72452c756012,236.203.140.239,149.64.29.243,Ventosanzap
106,5/7/2018,19:37,50938c35-1285-4ef8-ae06-fb6234219e1b,231.27.98.18,112.137.231.24,Home Ing
107,8/12/2018,20:58,c58d0088-6e16-4972-97bd-f00fea80c494,162.156.90.66,1.226.76.49,Gembucket
108,7/19/2018,8:22,3e037d4c-15e0-4b76-a68c-88935eeb7aea,251.42.126.121,192.110.197.53,Asoka
109,10/18/2018,18:47,86cc9595-c852-411c-9174-ab028185fb47,203.115.146.213,103.239.238.183,Regrant
110,8/4/2018,22:01,e3c84025-ee81-466a-b9db-949309a1e633,34.208.243.55,127.55.221.130,Mat Lam Tam
111,11/16/2017,14:07,bf87c3f6-78a2-4fba-b8db-b2cfe3e36f86,242.198.18.21,77.60.173.221,Lotlux
112,10/25/2018,15:32,6c406adc-197c-4ca7-b62a-5449977e5dd8,86.204.47.125,212.192.229.255,Stim
113,4/30/2018,14:08,8ea345f4-0bcf-484b-a83f-f5af0d027fa3,25.105.254.65,219.29.26.67,Subin
114,2/23/2018,6:18,473e50ed-13cc-4b6c-9658-21e5b82d9300,94.28.70.70,243.205.48.94,Tin
115,6/12/2018,21:05,37b1f7c2-030a-4f83-8429-a58b6ddb3575,201.212.156.41,169.244.172.122,Zontrax
116,11/26/2017,16:40,31f587e8-daae-44f7-bed2-9c53b6ebaa00,141.72.101.242,35.20.0.167,Cardify
117,7/13/2018,15:43,98115be1-7da7-4b18-ae1b-7232e4ce2c2e,112.116.179.227,212.202.61.141,Fixflex
118,3/31/2018,7:03,0a1170d9-b48f-4d27-930f-9887b011a064,237.115.43.201,31.193.195.36,Tres-Zap
119,10/2/2017,0:28,7bd02228-ba30-4d14-881f-c081d543e2ef,135.154.0.183,167.230.86.152,Pannier
120,5/22/2018,18:11,d1725895-2f56-469c-9165-4f79385b887f,220.252.81.137,227.185.62.161,Voltsillam
121,1/16/2018,14:45,45cb4853-a375-4783-a799-349114ef5de1,124.43.199.166,156.112.235.79,Zontrax
122,5/15/2018,10:31,459ea39f-6981-4a9f-8d1b-b8f9da12e0d6,213.244.144.70,232.36.50.128,Bitchip
123,10/6/2017,11:48,0207b462-3451-418b-aa57-4e10b66b6552,104.217.5.54,23.5.26.56,Y-Solowarm
124,10/22/2018,13:22,91ebf411-ae6a-43d2-89be-50787f10df86,217.101.201.176,211.74.194.81,Konklux
125,5/30/2018,21:34,bb2e20ab-a601-460e-945a-2dd24beb3785,227.187.108.133,42.78.225.230,Zathin
126,5/27/2018,9:15,6416271d-429f-4f72-a39b-55da7486c1eb,222.59.61.127,122.224.197.213,Zathin
127,3/22/2018,15:09,bad4c34b-a66a-444b-8866-25d25235a372,217.187.208.201,106.168.213.95,Cardify
128,4/7/2018,21:23,b4ec1e60-2ad7-4f01-a23e-8dc85fda0551,65.32.206.114,27.137.7.42,Zontrax
129,11/3/2017,22:32,a7d79619-ea5c-4284-8f0d-d7945addd2f8,15.121.168.158,102.178.97.10,Sub-Ex
130,9/9/2018,11:29,f6969107-b641-4a08-b5c9-51e290e9b436,35.247.115.234,7.91.15.103,Job
131,6/3/2018,21:49,053beae1-8f2b-4bd9-887f-d5531e40d042,241.102.48.179,133.218.199.41,It
132,4/23/2018,5:59,24850aba-5837-4b18-bc26-910c426e76df,199.198.5.234,28.247.147.246,Lotlux
133,10/21/2017,1:32,4a9bd9e4-af7e-4141-b807-54fb223d0738,40.25.69.75,240.55.180.125,Wrapsafe
134,7/3/2018,16:55,82ca0c3e-7fbc-41d4-a63d-f5b441d34491,53.59.127.129,102.183.11.218,Zoolab
135,5/6/2018,14:41,3025d1e5-896f-404b-a2f7-1890eb998bff,95.21.68.78,184.71.119.135,Mat Lam Tam
136,11/28/2017,5:08,ee9dbd0c-4291-4c39-8cda-e760f5517371,182.65.11.157,83.121.65.126,Job
137,10/19/2018,6:23,9bdc9e0c-4428-454b-b36e-88cf71311aac,237.113.238.178,96.144.8.214,Biodex
138,9/1/2018,3:11,217dcec5-2b5e-4be3-a4f6-4539915203c9,184.106.251.76,80.255.170.1,Bigtax
139,12/27/2017,23:46,79357c9a-7cf6-4752-a0fb-465df9077d6d,59.111.68.32,132.223.200.49,Redhold
140,2/13/2018,18:07,26aafe92-a6b0-42ce-9d13-e7b9c5f9d2e8,212.116.96.151,11.226.115.251,Konklab
141,3/14/2018,7:18,e91f510d-0f5d-4ed9-bcb1-c4e9dc02ff56,141.217.79.91,124.81.26.133,Stringtough
142,6/25/2018,1:06,0583c58d-27a7-45e1-8b0e-c89b31743738,234.39.214.221,238.170.243.26,Tempsoft
143,10/18/2018,1:27,2b33e5c8-0594-4895-90f1-94c8bcbf6ae4,113.124.104.238,252.174.136.66,Otcom
144,7/16/2018,19:20,eb05bfc4-9227-4683-a427-979063e20634,193.184.110.236,97.253.186.88,Subin
145,4/20/2018,16:28,77b8ae10-0fd9-4a2f-8b9e-4b9b84ade131,234.221.22.3,235.28.137.139,Holdlamis
146,1/1/2018,3:49,dc78c943-bdd0-4aa8-860c-f71c6ae64b5e,195.54.238.112,105.148.134.102,Andalax
147,8/16/2018,17:16,b89c686d-b6f1-4121-a3ca-ae6829293b5e,220.80.106.255,14.41.179.72,Greenlam
148,10/9/2017,11:43,0ad79c16-33e9-47d7-a3aa-75c19de7f26d,32.255.206.52,25.196.125.173,Flexidy
149,12/9/2017,3:11,6a6065b6-f480-4d51-b356-41e48e92adfa,184.127.106.30,52.121.56.176,Tin
150,11/22/2017,2:17,765b7ff2-0834-43c7-8647-7f0894217a93,39.128.149.70,111.8.169.145,Ronstring
151,8/7/2018,13:55,78cba361-ddcd-4b0f-9ab6-33a58d65b4aa,101.188.108.89,21.89.207.83,Trippledex
152,2/21/2018,14:49,aa8ffeb2-8d50-468a-93da-c0de3b675f68,188.238.208.25,214.69.87.114,Tresom
153,12/8/2017,13:09,ba0e78ed-6fad-4c2e-a67a-ad95ddf56db4,8.109.31.147,99.95.109.248,Tampflex
154,6/17/2018,7:25,8f6e86b4-95a9-4c03-8f2e-bdb92b082663,137.5.174.180,76.151.57.148,Voltsillam
155,8/4/2018,15:46,4becd2f7-ecb7-4590-9243-3f1840eb6949,183.83.212.201,252.245.181.198,Trippledex
156,11/14/2017,5:02,cc0e08dd-c7dd-4455-9e9c-cb3455f25391,170.152.44.49,241.14.74.130,Transcof
157,7/20/2018,20:44,74d3dc40-35d1-4230-88ce-089e7d87449f,7.47.125.183,10.127.43.169,Veribet
158,10/21/2017,20:26,78100f77-e26f-4317-a745-1513d876424d,34.166.201.83,179.90.130.39,Tempsoft
159,3/21/2018,3:23,f289b727-bc14-4118-ab00-a91eb19b7f0f,77.226.128.159,64.39.95.54,Duobam
160,10/8/2017,15:06,843eeb19-6a05-4019-bbf8-17e852b0bb33,17.18.153.27,109.238.89.42,Quo Lux
161,8/22/2018,21:50,65894008-6b4e-4815-ab0f-bd8399c86dda,153.193.198.29,38.42.31.35,Quo Lux
162,12/2/2017,19:40,00d74ac0-3da6-48b7-acd0-2620a27c5a48,243.224.135.148,99.158.204.102,Sub-Ex
163,7/25/2018,3:41,8f024ccc-25d0-4220-9796-b9589fb743b0,166.79.89.62,14.247.10.93,Sonsing
164,7/6/2018,9:33,c9024d5f-644a-47d8-b626-e5d50dcce248,246.118.142.77,147.244.20.77,Latlux
165,7/25/2018,15:53,22f8308e-e81f-47ec-a492-73fa46de07b3,146.124.72.13,213.13.178.141,Alpha
166,12/24/2017,8:43,51b6fd0c-ccfe-4e84-9207-d6f278eacd79,240.47.116.155,108.68.203.184,Cardify
167,5/27/2018,6:46,2a5396a5-e8a9-47a8-9b61-d14ff146713f,5.95.195.21,110.148.226.230,Bitwolf
168,7/6/2018,14:39,e89191b3-ad35-4103-bf71-8d42d08e4e26,43.86.242.207,15.225.62.35,Tres-Zap
169,4/5/2018,0:42,54c34e58-e2d0-4445-92c5-3bbffc2a9c30,57.12.210.118,25.116.51.166,Zaam-Dox
170,2/16/2018,9:20,d8baef66-7cb5-473f-b1ad-4472727b9f9d,17.218.246.254,161.165.208.200,Treeflex
171,5/23/2018,1:25,cc594af0-add0-470a-8510-d1a2b359168e,110.110.255.30,98.144.196.212,Treeflex
172,9/22/2018,5:56,462a316a-6097-40c9-b981-20d31c7a5a0c,47.93.206.95,219.106.197.48,Andalax
173,12/20/2017,7:36,8bb95161-cb0d-4cc6-84f0-90930b72cfcd,244.141.30.73,234.113.249.160,Viva
174,3/8/2018,4:45,8706289c-a080-433f-a822-f308b2e4061a,15.40.244.54,161.40.240.172,Span
175,6/28/2018,12:39,0873f2e9-8e8b-4e32-8125-ef28e5cf9bf6,91.113.224.147,137.249.156.3,Voltsillam
176,9/23/2018,2:13,95a2c8e3-ac1f-4b6a-a558-c400fcb58160,87.155.251.229,100.16.2.220,Hatity
177,12/10/2017,16:14,46a9ca5e-cba4-4794-9b62-251ce6f26218,100.164.14.11,232.197.42.38,Cardguard
178,11/25/2017,0:10,b9695949-042f-4391-8ea4-fe64e6090c86,219.224.42.202,239.141.39.103,Bamity
179,6/16/2018,15:51,8e237828-bb33-4dda-8916-f6daa6d15709,126.186.49.199,51.95.222.6,Stronghold
180,11/14/2017,10:56,bc223509-7163-4df8-b596-6e8c8431ff4d,38.17.99.97,217.146.56.139,Domainer
181,12/31/2017,19:07,ab4dee6a-67df-4e42-9ae3-ee12e203af28,87.10.120.66,93.86.41.0,Fintone
182,5/17/2018,22:21,c06c5e32-b7c5-4d7b-b43b-8304d97e4601,153.239.99.181,239.108.8.155,Konklab
183,1/9/2018,10:35,4f0571db-9333-45cb-851b-5996c8303370,2.110.64.80,110.160.112.125,Bigtax
184,10/11/2018,13:39,8cf36f7a-8342-4ca2-bc58-6abc94d8cc5f,169.94.246.143,117.182.133.105,Hatity
185,12/25/2017,15:00,e3dbbe95-2390-4344-9bb8-b289d0a02c9b,107.248.191.155,58.186.45.243,Zontrax
186,10/28/2018,21:39,0e83a23c-da1f-4e7b-b68c-ff9588f16a55,55.95.51.38,57.142.121.81,Redhold
187,3/28/2018,13:17,37f7ef6b-b4ef-4e43-aaf9-899c0acd7d89,64.5.59.101,189.85.164.110,Bytecard
188,4/5/2018,16:12,1348d73b-0050-478b-9800-cb1171c2ce56,83.206.48.154,32.152.230.214,Lotstring
189,3/12/2018,13:47,cb3de50e-1f47-444f-a0a2-d49db0ecbc7c,254.108.162.133,89.132.82.29,Cardify
190,9/27/2018,18:21,6058c749-3695-4298-a7e4-bbe6c9274254,152.109.136.236,228.20.77.117,It
191,8/2/2018,9:40,83fbea99-a7bb-407f-80c2-e44e400b3fd0,85.86.153.15,206.214.127.221,Wrapsafe
192,11/6/2017,3:08,0bf92182-1f59-40d2-8cb8-bf55f6e95ab8,131.78.230.183,104.62.97.221,Zamit
193,10/17/2017,10:07,e7e54895-77c6-4f99-81bb-4b9c21f29ce4,43.34.201.182,82.192.116.57,Rank
194,5/5/2018,17:58,bc321c25-389f-4eb4-b23b-c2eee8239aee,137.57.154.147,250.136.242.163,Home Ing
195,4/5/2018,1:26,4d204d97-be07-48de-81ee-1de376ef929e,115.97.174.195,209.198.0.208,Ventosanzap
196,10/29/2017,20:52,2c44193e-0ea1-48f8-8ea9-5827d934375e,117.44.191.183,104.77.192.21,Zoolab
197,8/5/2018,9:50,40f83f26-2aeb-4a37-aa0f-b9b1ea09fcab,80.18.164.60,124.155.7.128,Home Ing
198,3/29/2018,10:44,a61f2073-936f-45d7-8cac-f3d22ce33478,163.202.22.5,185.57.186.177,Redhold
199,11/22/2017,19:30,914de123-cde1-48c5-b140-346be2c3cc55,54.51.22.140,186.181.223.34,Treeflex
200,4/29/2018,11:07,2c0ef936-ee46-4573-b6b8-b1439f68c185,34.78.254.181,226.16.24.51,Opela
201,9/15/2018,5:53,d39fd7e4-97f5-49f5-9579-813aaee20fce,177.63.198.175,59.90.177.23,Wrapsafe
202,7/10/2018,17:35,ca991087-486e-4cb5-8cc8-044291778837,189.72.169.222,127.43.200.131,Pannier
203,4/16/2018,12:45,0ba20de7-bb3a-44bc-8202-a0fe9a98c58a,197.193.79.141,19.245.205.192,Tampflex
204,3/22/2018,6:30,0392bda2-c40a-46de-8c8b-54f554cb3b44,156.164.0.177,175.181.143.66,Toughjoyfax
205,4/21/2018,18:58,c944fbc5-19e4-4d46-a2f3-fc6e4992efee,59.31.209.62,74.205.130.71,Fintone
206,9/23/2018,10:38,9da18fb8-125c-47a5-a93e-cf56bdc88b3d,135.58.69.93,155.125.122.254,Lotstring
207,8/23/2018,17:01,098a7fc7-bb98-4532-b3fd-3390bec6bb7f,127.152.118.167,175.29.241.181,Job
208,7/7/2018,5:38,5c482d69-2cd4-44e0-9a36-d46c16657c43,201.91.20.214,205.158.19.116,Sonair
209,8/22/2018,20:48,bc3b2e1e-de3a-4dbc-8ff9-4de36f9d0db2,58.236.64.247,65.35.176.83,Konklab
210,2/26/2018,19:53,b91daa3f-2e6d-4117-bb65-0e19bd50b225,116.237.190.171,218.174.241.6,Temp
211,10/29/2018,11:20,92f306ab-71bb-484f-bf54-70eaba4e9d25,137.139.155.143,246.218.193.153,Flexidy
212,9/16/2018,2:39,14274166-fb89-4a8e-b0f6-646a3a53ece8,121.242.119.210,193.104.112.90,Ronstring
213,5/16/2018,19:27,c68dc8c3-d2c7-4432-a0e6-aede0aa9867e,166.74.204.52,218.223.78.56,Biodex
214,12/22/2017,1:48,a9473cff-6a1d-4059-8527-8cc414cd45c6,157.4.88.142,101.251.125.94,Sub-Ex
215,12/13/2017,4:15,cc7ce72c-c95c-44d0-a72a-92d4ef6eef73,104.234.25.80,30.36.99.85,Rank
216,10/17/2017,13:48,74d3fc0b-5b8d-403a-8bd0-84c83918693d,57.238.249.30,97.71.100.77,Zontrax
217,10/15/2018,15:51,25095d5e-629d-4d2f-b4f5-57060807f888,32.79.137.153,103.24.141.160,Duobam
218,5/15/2018,4:52,19c13a1e-2cbb-4801-bd3a-6ba91e02392e,81.28.79.27,39.49.68.167,Duobam
219,8/5/2018,4:36,6841c126-a7bf-4672-81e0-9aa4ce08368d,218.98.245.180,236.244.145.163,Span
220,9/7/2018,16:37,0debfbf5-076d-4fcf-a9b4-0033e10b075d,246.62.203.25,66.9.95.235,Tres-Zap
221,8/28/2018,13:04,960b8811-b3db-4796-9155-87cf9d34bf30,231.251.130.148,254.23.167.81,Rank
222,9/6/2018,3:21,1f516c2e-ba0b-4e42-93cc-469a0e59fc17,113.182.133.235,208.151.158.70,Cardguard
223,7/4/2018,18:31,44b436c6-d5ee-449b-9d0a-b0060a9adfc6,195.82.10.79,242.51.114.24,Voltsillam
224,10/1/2017,20:15,01ac9527-98a3-4527-9faa-f2a1fbcf3903,188.98.228.136,4.198.29.75,Kanlam
225,12/2/2017,16:07,f705d062-8ea7-4d1f-b434-fd87083546e4,151.180.115.123,225.142.116.180,Cardguard
226,4/30/2018,10:10,ed13639c-57b8-42d6-b590-97e359a05fb7,218.27.72.171,206.47.104.82,Y-Solowarm
227,8/4/2018,3:02,f560d268-73b7-48cf-8445-e6274fc6733c,239.106.173.192,161.49.189.160,Trippledex
228,9/24/2018,20:40,a03f325f-df50-4cd4-9ad5-9797dbb03275,224.137.237.195,125.149.130.91,Job
229,12/12/2017,21:16,325b304f-4939-4435-bf92-c2e18a74dc83,239.158.92.73,103.81.197.155,Cardguard
230,1/27/2018,18:26,34a58e28-07b1-4488-9a4f-0685ba2ad344,201.172.61.8,96.40.59.226,Subin
231,10/23/2017,13:41,176c906b-6ca2-47cf-9598-d6999eb3e122,238.200.134.8,155.25.15.204,Tresom
232,1/6/2018,21:30,96a281f5-e128-4660-aaac-f25afc496145,31.20.180.181,20.35.89.153,Cookley
233,9/27/2018,19:34,58b1c3e4-f634-46eb-b907-23b8406f013e,36.164.202.250,249.255.99.45,Namfix
234,6/14/2018,13:32,e2327b7d-fa2f-4e3f-b3a9-fbab8b598038,14.37.131.198,51.43.52.13,Span
235,10/30/2018,1:43,0d07bd12-7d49-4572-8ae0-06e021dd447b,142.24.52.237,7.208.87.9,Stronghold
236,10/28/2018,5:29,f280e9b5-d39a-4390-9c30-4fb8b2404fa7,31.88.186.151,131.191.170.7,Zathin
237,9/30/2018,9:44,96943b56-8250-4486-8e25-1947a527886e,22.221.1.143,126.83.14.128,Y-Solowarm
238,6/24/2018,14:20,71eb2943-c986-4b40-89b7-f0ecdc61c64a,170.242.55.129,175.175.54.106,Cookley
239,12/30/2017,11:42,227d04d8-30c3-4b30-84ab-80911a5c8c1d,5.252.108.10,159.29.69.112,Cardify
240,3/14/2018,17:56,34214faa-bae5-4378-8c00-b0d936197bac,217.183.171.86,140.229.108.193,Greenlam
241,5/25/2018,7:06,42562049-fe7e-48a0-885a-488ed997a805,237.150.248.213,185.220.242.148,Flexidy
242,12/15/2017,19:06,32daa691-22d3-4ef4-9545-12205a832279,69.87.13.101,116.245.47.109,Stringtough
243,4/18/2018,15:46,e7b9aed2-df17-4cba-a15f-4096f86b31da,148.7.93.196,156.41.77.240,Pannier
244,11/14/2017,0:10,698e46d6-dc87-4a84-8e52-7d72b1ef0c73,155.160.129.109,71.197.128.139,Lotlux
245,12/9/2017,9:56,49a2a01b-ec68-44a8-873c-10b66b928867,241.59.181.154,58.215.239.180,Veribet
246,4/16/2018,1:28,e73f80bb-b090-4591-bdf2-dc23a6e43ad1,150.42.94.199,175.126.65.179,Flexidy
247,10/25/2017,12:09,e78a59ab-9dd5-4009-8095-1b21eeafd87c,4.69.58.153,223.226.253.19,Cookley
248,12/8/2017,10:27,f650475a-881d-4871-9ac8-f1fc897831d4,185.230.227.100,214.98.110.57,Tampflex
249,12/24/2017,11:20,523086e5-ee02-4db5-abb4-8acb5a5cfed4,102.243.63.246,25.242.66.214,Duobam
250,2/21/2018,9:28,de54ff9a-6818-49e4-a776-a6bba5b3708e,197.43.103.63,172.46.49.148,Bytecard
251,8/13/2018,2:40,f5464f40-f0dd-4a55-8c1b-131e5ae16838,26.222.211.175,25.20.16.167,Fix San
252,7/18/2018,1:25,0ecc72ed-7164-432c-98fe-ce560e549839,2.101.24.94,220.211.123.187,Subin
253,8/26/2018,23:32,f5fbe33a-5c2e-49e4-b745-83697fb02859,150.77.163.1,107.79.83.191,Matsoft
254,10/10/2018,12:23,f04048ff-a988-44a2-a299-36e791700ec8,166.143.68.85,58.212.232.15,Biodex
255,9/22/2018,22:30,60df66d1-42c3-495f-9484-767a8297c008,166.43.87.22,235.111.18.137,Voyatouch
256,5/10/2018,8:24,cfed3cf3-615d-430c-8462-affe51496a17,70.138.252.4,211.142.151.122,Otcom
257,7/24/2018,20:04,8b724ea8-dfac-48b9-86c5-295c4ce0cf49,208.160.88.27,89.68.43.49,Voyatouch
258,8/27/2018,7:30,bffd1182-af7f-4e6d-9c24-009587bc1580,96.91.64.74,224.119.205.99,Pannier
259,1/20/2018,4:36,9e1c42c9-18d2-480b-98d2-e7fa0f253a97,43.167.166.246,126.4.25.218,Bamity
260,1/5/2018,22:01,33c5072c-a49d-4a23-924e-7c81ea44155f,70.100.57.100,152.41.206.110,Cardguard
261,10/15/2018,19:58,85f87752-a8c2-4f30-866f-151bc334ff24,158.35.140.116,154.148.248.163,Ronstring
262,11/10/2017,5:04,43571845-9033-4e9a-bcdb-c611272e8494,129.91.160.178,72.146.168.76,Bamity
263,4/4/2018,18:29,0158bcb2-b388-4dc0-b02b-fc30433669e1,231.23.191.183,39.246.130.167,Alphazap
264,10/11/2018,6:03,8499a22d-f542-40ab-9032-e89d553cfd39,207.118.108.11,193.219.177.124,Kanlam
265,3/6/2018,20:34,a1ce3f9c-01c1-46b1-92ee-f5595ec0480f,147.129.137.16,45.194.146.254,Gembucket
266,1/11/2018,3:04,d6be6f0b-19b0-444f-aebb-4597f826ff54,86.119.78.82,68.155.208.57,Solarbreeze
267,10/7/2018,3:52,6c360994-6592-4593-9818-94337e245231,108.37.141.193,52.160.52.225,Overhold
268,1/25/2018,22:57,8467602f-b884-4188-957d-27811cc2c04e,138.104.66.221,18.124.214.101,Tempsoft
269,6/23/2018,12:31,19058a43-8bf9-4637-8503-44987c81714f,141.29.192.22,16.52.156.70,Tempsoft
270,9/29/2018,9:30,7067d360-8b7e-4c21-8a0a-b455b9eaa69f,2.183.121.48,117.93.127.186,Vagram
271,3/28/2018,4:17,23d07958-e5fe-4fd6-a25d-285626d7f073,21.211.214.35,131.184.197.4,Quo Lux
272,11/26/2017,13:15,55d60a89-a944-4745-a6b0-d9490d1c3ef6,240.59.100.221,247.243.155.185,Alphazap
273,8/5/2018,20:16,405367db-d5d3-4aeb-80f6-64b5161ccca2,238.215.118.161,158.157.9.147,Cookley
274,6/26/2018,14:55,462402fa-5b74-4d20-954d-79c63a9609d2,35.181.96.172,162.50.227.183,Voyatouch
275,10/10/2018,0:23,fcb612af-0601-49a4-83ad-ec7f4d984292,229.205.133.43,90.72.84.72,Trippledex
276,5/30/2018,12:34,f80335c2-8aef-4dd6-99ea-0549fa0f3e76,25.232.8.76,211.184.201.165,Tresom
277,12/22/2017,15:46,e629ac44-a62d-47d4-a5a4-28d8fa64f827,233.208.25.137,203.130.73.198,Lotstring
278,6/20/2018,1:30,51696a07-017b-4180-8dcc-371f889f6604,11.135.18.35,168.56.122.142,Cardguard
279,4/5/2018,7:56,a1da43e2-ed9d-420b-8625-cdf6a2ab41bb,46.207.178.21,125.84.229.113,Job
280,6/27/2018,1:02,32427042-a64d-4554-a0f0-60b0307036ac,140.193.81.134,216.247.114.46,Temp
281,2/24/2018,5:44,be851bc1-5d5e-4d5b-87e6-4da6bf29c7d0,247.93.163.160,80.216.54.40,Voyatouch
282,9/2/2018,3:49,5b76efc4-4d04-469b-ad36-ec9a16d7ba10,80.9.215.221,81.0.227.94,Vagram
283,12/22/2017,5:32,99db40a9-f65b-4c0c-a046-0b10d4625209,227.216.234.80,40.212.57.42,Cardify
284,1/31/2018,3:41,d8a17ba3-70eb-4600-98ee-bb64681ba07c,154.15.14.189,132.242.42.13,Trippledex
285,10/25/2017,13:48,f2924a63-5b4b-49e6-8c22-275bd241b90a,147.202.35.88,239.254.189.5,Bigtax
286,2/28/2018,21:51,96027ba7-7b39-437e-bf11-f510b4bc1b5b,101.167.219.150,202.58.140.94,Tin
287,9/5/2018,22:07,04b63167-f249-4fc5-b5b2-41c37c8d98aa,80.223.171.49,170.252.11.196,Fix San
288,5/18/2018,5:53,d4f94982-9332-4afc-a561-9debedbbd657,2.173.12.163,67.170.92.148,Temp
289,8/9/2018,1:52,047cb186-fc2f-4b17-a87f-f85f2776fb94,89.56.2.31,108.201.188.254,Stronghold
290,4/11/2018,4:10,723b1976-0ada-4ba2-96f5-64eab7d7a6c9,83.8.72.185,94.173.181.220,Overhold
291,10/8/2017,6:58,b4d27f1c-49ff-4455-8edc-5cb81aa407fb,253.89.235.126,161.36.244.182,Job
292,10/6/2017,15:45,b8afb996-58b8-4a1c-97e4-18e2109cd8a5,23.60.103.108,118.223.242.144,Opela
293,1/6/2018,7:13,579857e3-ff4c-4a45-b48c-de316f3dd90b,19.91.236.110,52.173.110.145,Temp
294,10/24/2018,9:59,5b63200f-d42c-4373-b3cd-1abe55ba4ed6,204.39.94.169,60.190.205.39,Lotstring
295,2/9/2018,10:25,3196d2f2-deec-4515-8afd-b6800755d0aa,163.240.196.236,7.4.189.108,Quo Lux
296,8/18/2018,6:03,25e2d1a7-5b3d-4386-9f42-0978299e8d2f,63.235.23.53,4.20.62.55,Zoolab
297,12/14/2017,12:46,f13f929a-5b1d-4dca-b1e5-e9f27f709eb1,15.231.30.135,44.143.215.133,Vagram
298,8/19/2018,9:37,49506ac3-4d80-4673-a036-47263cc4ceae,21.57.177.251,17.70.244.86,Keylex
299,3/6/2018,10:16,d221fa32-9490-4061-946a-416a6c4356c5,97.252.92.83,69.79.187.234,Otcom
300,4/9/2018,1:36,a3d327f2-4eeb-4e88-bf06-d532fafb2318,118.7.167.180,167.195.223.75,Sonair
301,12/19/2017,20:51,b0ef4abb-817f-41a0-a6d4-39ea686d4126,21.118.47.148,214.10.138.134,Zathin
302,3/9/2018,7:16,87cf5a27-8e7d-4d0a-89e0-285d321af262,87.155.196.172,99.33.150.143,Regrant
303,5/19/2018,7:49,49e2eecf-2d1b-4ca7-90e1-1b8c67553195,221.8.4.82,165.8.198.157,Zontrax
304,11/15/2017,11:18,99a79801-f40e-4932-ac4f-a5952ebe4bfe,124.150.8.216,75.75.71.240,Subin
305,6/21/2018,7:04,4130bd95-f224-40a5-8b6c-002418184242,110.189.118.185,90.104.251.44,Mat Lam Tam
306,12/1/2017,5:12,0515b954-44bd-4551-8b83-7af420e88776,199.198.43.147,155.53.106.159,Zaam-Dox
307,1/11/2018,14:04,10b4a20d-3dc7-4860-85d9-f1fd6c2b665f,9.251.13.22,251.183.101.66,Matsoft
308,11/24/2017,23:24,2fec5dea-75d1-4bdb-9461-6d5d83c0faec,238.240.22.251,52.5.2.175,Lotlux
309,11/20/2017,18:14,d499a247-52c6-4b3e-add7-15d56bf11373,129.113.156.214,56.39.33.42,Zaam-Dox
310,9/2/2018,17:22,4af42402-fc3d-443f-9b32-e374ac7cc958,52.28.41.31,0.57.71.173,Bitwolf
311,2/27/2018,8:18,a53b06ee-1cd8-4fd6-b174-29591eb99d45,154.10.141.167,148.153.70.17,Andalax
312,10/14/2017,6:07,5d0ad2af-34b7-4dbb-ab53-4cdac9e05d0a,70.110.151.225,212.202.230.61,Stronghold
313,6/23/2018,12:58,7bb7d4b3-0607-42cf-b311-fe0f89fbfe51,21.128.178.165,221.59.225.199,Quo Lux
314,9/29/2018,6:16,4fcfcb09-204b-47b3-bd1f-a233b3665dc5,106.194.14.177,4.237.207.37,Otcom
315,9/16/2018,23:45,449a3dbc-f92e-4869-ae0b-ee05b0f750b9,198.243.80.21,200.14.248.86,Latlux
316,2/23/2018,9:08,58cb9eda-d0af-4062-adab-191e30e6048b,239.188.7.139,223.63.52.188,Viva
317,5/30/2018,1:32,43be237e-c8f4-4bd2-91f3-4d628738d9d0,177.29.245.27,53.25.196.61,Lotlux
318,8/30/2018,3:28,289b0ff3-a8f2-4883-8dae-351764c227e0,15.102.252.22,44.60.157.25,Stronghold
319,2/24/2018,17:10,bc490627-f0b5-451c-85af-cbf2906a641b,240.103.221.147,236.142.77.72,Span
320,7/26/2018,15:14,35592471-634d-489d-bc77-19edcbabd960,70.77.169.30,150.72.232.24,Andalax
321,6/22/2018,2:45,09d81d7f-efb7-406f-a984-1cea0142d7a9,205.79.186.86,92.74.79.16,Hatity
322,11/23/2017,3:43,1e0d916a-8950-4130-bbdf-ede9ec948f55,238.32.149.44,112.232.181.188,Rank
323,1/6/2018,6:00,9bb5db80-e751-44ef-8f44-022cb49a4a7e,189.34.136.55,215.189.145.144,Mat Lam Tam
324,11/2/2017,23:49,7172c006-48f2-4caa-8aab-6de202edd990,185.112.90.178,29.179.48.159,Holdlamis
325,12/10/2017,13:09,8d89820f-1f34-4169-988b-d099ffd4d85b,14.112.253.57,90.178.153.27,Biodex
326,2/26/2018,12:40,621201bc-b28f-4e43-8051-dc9359a416cc,210.245.84.9,22.100.233.53,Lotlux
327,12/24/2017,23:54,8e0cd302-2e6d-485f-972f-092d44bd18ca,254.63.19.156,32.164.159.10,Andalax
328,1/11/2018,9:03,5fb1f41c-35df-4375-a236-9352acca9238,149.106.205.41,75.113.173.236,Asoka
329,11/5/2017,8:04,b5897e1b-5299-406f-b800-d57a5e2ddb60,100.167.43.56,120.48.129.250,Voltsillam
330,3/30/2018,23:04,c939bb32-e36a-4b18-960c-0c3a598a1541,187.82.148.150,102.111.144.166,Cookley
331,4/9/2018,22:25,556b4b02-3d11-4ea6-9723-4b9d6e0b38b9,156.63.104.177,160.227.213.150,Bamity
332,1/19/2018,5:26,1feedb86-7940-485e-8aaa-b7700e53fe88,113.81.213.92,80.67.63.111,Opela
333,8/31/2018,13:01,87cd50cd-e62e-41c8-843b-2928b3d0d582,163.216.175.250,88.201.63.60,Bitwolf
334,7/25/2018,23:12,52cba144-d7af-403f-b030-bd116cc12948,243.176.254.91,253.196.83.132,Otcom
335,10/6/2017,19:46,1d724165-0c05-4fe1-9b34-73cb98eaa4d4,203.145.119.158,154.18.60.165,Keylex
336,9/28/2018,14:20,6f40f642-8874-4f30-85ae-dc6d70a82762,37.40.98.64,253.224.99.29,Tampflex
337,12/23/2017,6:47,58cdae84-1b21-4782-9155-b4b1c01f8359,4.174.17.229,194.210.145.191,Domainer
338,8/8/2018,9:48,10f8ba4c-83d5-4437-9b1e-7ab32d0b5da9,226.248.143.48,216.221.164.141,Kanlam
339,10/16/2017,7:16,83933c28-9bad-43a1-bfd0-15b77caf2363,141.19.180.217,47.187.140.156,Zathin
340,3/30/2018,18:08,0fe84282-560f-4711-9e77-be75e543ca76,124.156.78.188,102.104.8.7,Zoolab
341,1/5/2018,17:16,509c659d-c53d-46ee-a255-cdca0a9683a4,78.192.254.165,81.97.183.237,Namfix
342,12/17/2017,4:14,1e906431-9d6e-4fb1-b487-6067fd81761a,85.250.56.197,29.124.117.184,Stringtough
343,7/26/2018,4:02,3e92a3d9-5428-434b-adb3-58994dab152e,112.33.203.229,105.105.73.188,Ronstring
344,6/7/2018,14:09,60f00e81-fde5-4393-b6f5-6a80cc93ecf5,101.137.35.49,194.5.219.13,Cardguard
345,4/28/2018,18:24,e68ca68e-b74e-4375-b909-31204d27e6de,134.19.193.84,249.253.77.45,Zamit
346,10/25/2017,0:23,25e04e02-69d1-41d1-a069-feb8c084fb9f,72.74.202.81,38.56.206.189,Keylex
347,10/12/2018,4:14,1a8b5ec2-bbde-4a8c-a903-c6ffb8baaca9,130.48.69.24,129.233.112.21,Tresom
348,3/20/2018,1:11,51f56e09-cc19-43f2-b0cb-6c2b5329ec73,187.157.235.106,48.27.41.253,Zoolab
349,6/20/2018,8:17,3e84506f-8b6c-46d9-93af-a562ab0386f7,158.143.45.231,0.161.229.230,Bitchip
350,6/6/2018,16:09,02a22e0d-ac0c-4f06-a4e3-678a6b2bdbef,201.204.252.236,5.108.254.118,Alphazap
351,10/24/2018,18:09,d596fa81-7ece-4617-a457-2283751bf6b7,21.237.238.88,31.212.247.96,Hatity
352,10/20/2018,19:20,dfb94fe6-9025-4cae-87bd-ac5f29d7d299,99.184.77.16,196.65.241.224,Kanlam
353,10/22/2017,5:56,bb1d93dc-88dd-4f47-b16e-b3e31765f0e0,144.137.77.60,133.221.206.219,Solarbreeze
354,4/12/2018,11:02,56523b16-cfa0-4455-9d91-ed36410b1d85,175.69.164.42,35.83.118.110,Job
355,11/7/2017,15:26,d2642a34-d2f9-4933-8876-2071693c0f96,7.131.91.145,238.226.126.210,Flexidy
356,10/17/2018,0:18,b59dfb30-eb21-4878-a0c8-a1b1eeb2b799,205.24.243.21,244.232.52.242,Y-Solowarm
357,1/15/2018,10:44,352d2e56-636b-4739-8f38-9150ad08a63b,222.9.45.67,192.236.77.64,Trippledex
358,10/8/2017,3:50,18d35d83-bcc4-4ea6-8f03-d8c4f2de035e,206.31.233.43,143.52.168.172,Tin
359,4/18/2018,15:58,1afaa258-cbe8-467f-9f24-79f639f66919,177.18.67.142,196.207.225.156,Viva
360,10/10/2017,8:13,e21fc3d9-4fbb-47c3-9f9c-2ae476fd407f,170.228.160.104,76.154.161.64,Bigtax
361,8/8/2018,19:21,541eb3ed-6923-439d-ba7b-441574ac755f,145.143.71.181,17.82.177.0,Domainer
362,5/29/2018,3:36,f0076a5b-fde0-4b7e-9e6a-63bb84399fff,195.253.61.17,73.184.190.183,Trippledex
363,7/21/2018,11:39,abb5c12b-2b88-4174-a275-9e8b281822b7,228.106.241.186,238.76.117.88,Y-Solowarm
364,5/13/2018,14:47,e72d07d7-50b2-471e-8f5b-b171fd7f009f,13.230.4.249,228.149.10.156,Pannier
365,4/28/2018,13:09,d84ecf5c-8645-4d33-9674-560d874013b1,108.127.142.243,209.82.117.163,Subin
366,10/23/2018,18:51,df6d4bbb-809b-4876-8849-8d3ce356e5ec,70.208.148.191,53.48.252.22,Temp
367,4/10/2018,7:26,1fafb890-3335-4947-8896-430b26285782,180.104.33.235,126.134.66.101,Flowdesk
368,9/15/2018,8:54,3f278b58-f513-4e8d-b86e-7ad1e3b9bc5d,203.216.130.133,217.231.34.132,Konklab
369,7/19/2018,16:14,3d668bb6-7f99-489d-9b4e-2e8e7d161533,15.241.121.133,111.73.67.196,Alphazap
370,8/3/2018,12:59,39bbf389-382a-4378-a422-d9ba9b925929,167.39.64.212,103.244.119.109,Bytecard
371,2/28/2018,5:37,484527a1-cdd2-4493-81ca-6e6e767d55b4,95.201.240.167,220.178.29.108,Latlux
372,9/5/2018,1:19,6b8e636c-24d1-4782-a480-f5fb55318be6,15.37.115.61,144.125.187.92,Opela
373,1/5/2018,13:05,baf2e73c-ca4f-4713-bcfd-7d706c8a98d5,225.24.249.9,42.117.144.26,Bitchip
374,9/15/2018,21:33,7ec86b29-a3df-428a-9fb6-1b7608e071c9,128.80.195.57,80.12.125.31,Holdlamis
375,3/21/2018,21:14,f03db504-913d-438f-8133-7a479270fce0,17.153.142.150,200.13.243.106,Job
376,3/12/2018,17:15,3c82be38-1b3d-48f4-956a-04e8dfd66433,163.253.214.83,47.219.57.175,Y-Solowarm
377,10/30/2017,15:11,edfc8ee9-af20-4899-bb64-6227df1ea95d,102.129.161.28,52.208.201.217,Quo Lux
378,10/23/2017,18:12,ab5311fb-8c8e-44c9-8b09-1a1023bb6675,72.223.12.72,162.118.220.28,Domainer
379,10/11/2017,2:53,b8e97488-963d-45d2-a788-6ea9721a06da,192.142.132.236,140.207.168.33,Tampflex
380,10/29/2018,10:00,f2df7056-d924-45f2-95cb-fcfe72f7e468,205.23.192.141,15.73.69.234,Home Ing
381,7/10/2018,20:22,b4273cf0-199f-4d9a-91d8-0f38dc001524,126.59.37.70,195.94.115.39,Zamit
382,4/13/2018,16:39,4e779906-ce7a-42e0-9b27-237b2b7831ab,102.151.250.171,251.155.129.79,Bytecard
383,2/11/2018,22:58,67611663-3369-4773-af13-d0b145b332c9,41.148.236.95,231.93.153.72,Sonsing
384,1/8/2018,3:27,85d58d97-358a-48f8-94ec-a3656aecca25,137.141.235.134,10.105.102.36,Span
385,3/23/2018,16:48,26da8751-6328-4a44-a1ee-7e7026cf975f,121.173.142.31,237.240.107.229,Tampflex
386,4/10/2018,17:12,f435e756-ba5e-461e-b89a-26a0068dd764,0.70.79.115,93.188.21.253,Zaam-Dox
387,10/23/2018,1:37,6488aecb-4d93-451b-a03c-3ad5a63f343a,249.128.79.50,37.128.21.99,Transcof
388,6/26/2018,3:18,176b50a9-a1cf-4c33-a8a0-4358b050f6ea,173.34.87.173,76.21.101.10,Alphazap
389,1/27/2018,5:36,e8c3b1eb-c5b2-4067-9e72-0b73388bd1b3,122.85.31.12,122.197.93.251,Domainer
390,1/4/2018,15:35,a8b546f7-747a-4859-8783-31a43779d2d5,46.222.209.47,138.74.149.179,Voltsillam
391,4/28/2018,17:12,ad4582f2-356f-45a7-b5c6-caafa915261c,178.77.40.173,15.147.233.10,Zontrax
392,8/2/2018,23:07,78626fe5-eed1-4333-bab6-e61e93cfc391,114.225.92.140,45.61.211.42,Cookley
393,1/17/2018,22:23,9d2337e3-0684-4704-a6df-4a1f9f50f0fc,139.77.101.78,33.213.36.206,Pannier
394,10/21/2018,1:22,5fb5d6a8-ec94-46ac-9660-0fab507eeeb8,43.17.79.245,148.96.80.228,Overhold
395,6/26/2018,9:34,df8d9341-316d-43d7-ae29-c774f20536d2,217.248.128.46,94.67.17.172,Overhold
396,12/21/2017,22:46,5a3db57a-ca8f-49a1-b62f-bc1bd19516ab,68.77.63.61,170.236.146.207,Quo Lux
397,4/16/2018,18:41,bd390908-bf84-4dc0-a8ae-07d60dfceeef,110.66.5.163,245.150.50.243,Tin
398,10/8/2017,4:36,18bc28c3-65ea-4ea0-b025-f1514def1e78,1.11.42.229,254.229.145.167,Otcom
399,10/5/2017,16:56,06fa2ff0-018c-4846-91a4-cdf8a1c5877f,143.183.107.165,232.215.161.212,Alphazap
400,2/15/2018,3:23,1741b7b8-05fb-4b48-8839-03abc1265dcf,103.220.198.154,243.226.165.36,Toughjoyfax
401,1/6/2018,8:22,930ed695-4ab8-4a93-a95a-dd15edbdaeeb,44.163.23.255,157.37.249.204,Tempsoft
402,7/14/2018,23:10,483094cb-7602-4748-9d64-768f72eb3f5a,205.109.21.64,245.123.108.246,Domainer
403,8/14/2018,1:59,4fb06cbf-5884-4fde-aab7-dba25019603a,12.171.47.221,188.83.134.108,Mat Lam Tam
404,10/23/2017,3:02,b821adf3-2032-4342-ae0f-54278d219c10,197.17.153.232,213.18.114.209,Job
405,1/17/2018,4:12,a6a0967a-cbf2-48fb-a38a-94faeff50e24,187.3.240.101,249.126.124.237,Veribet
406,3/14/2018,14:09,faa07c25-925b-4748-bca5-747763f515ba,69.5.149.35,180.251.76.49,Treeflex
407,7/24/2018,13:19,b52de898-6e95-4fc7-ae08-0a97bf0a4730,58.200.173.160,2.49.158.177,Domainer
408,10/1/2017,20:43,4ef648b8-7324-49b4-8b0d-fa57b3d9bf9e,101.155.124.32,4.153.41.159,Voyatouch
409,5/8/2018,0:52,7dada472-a129-49fd-a06a-94c928b45e8b,43.80.201.103,157.216.116.47,Vagram
410,6/11/2018,7:11,03e63f7e-6461-4c0d-8fc8-c06e9b9f3c64,248.66.60.141,18.243.248.193,Daltfresh
411,6/20/2018,17:37,f637744c-89aa-49ba-a5f0-143122d07803,236.123.147.67,16.241.86.244,Quo Lux
412,4/22/2018,16:19,c4871956-36a5-4da6-be27-b3fc66d25775,237.145.35.5,42.77.71.29,Bytecard
413,6/2/2018,0:37,3b85fe9f-49da-414b-b924-b6ce3c098c30,134.231.20.101,242.178.106.91,Gembucket
414,5/15/2018,12:52,be285ea1-3085-4550-8628-672f9bfa932a,189.253.209.220,208.164.22.97,Holdlamis
415,5/11/2018,18:34,abcbdb2b-e0ba-45b0-9f07-23c4358ce7cb,44.231.230.151,80.6.132.101,Solarbreeze
416,4/21/2018,21:22,281686f7-61f4-44ea-a92f-bea9d3a6f894,196.35.168.0,142.132.135.75,Fintone
417,12/21/2017,2:59,d5382cc6-f5ca-49b5-8a97-8dcfce714859,123.114.47.65,244.134.176.207,Zathin
418,11/28/2017,2:10,6c57c9ab-cc8c-4405-aec7-eeece9bb443f,89.144.228.69,190.23.217.81,Aerified
419,5/14/2018,10:30,d015b9de-7c6b-4b79-97ac-fcffb5183ff3,78.161.122.120,193.4.54.105,Pannier
420,12/13/2017,18:02,798d0cb8-99fe-4e00-a83d-99882a1ab43a,49.186.28.124,119.252.228.250,Quo Lux
421,9/14/2018,17:58,ba1b68bc-954f-4df8-8626-9373cfec5da4,110.75.109.14,91.24.128.106,Kanlam
422,5/20/2018,13:33,5d3a32f3-1335-4a17-91fd-18c995663d21,178.223.93.168,118.154.154.55,Konklux
423,10/25/2017,11:25,95db4107-0304-4abe-ad89-eee70a505a6a,197.41.153.57,161.141.103.193,Matsoft
424,11/2/2017,6:27,14387400-82e7-439c-bcb5-cf89ecc3b486,182.74.74.150,240.67.84.74,Biodex
425,10/18/2018,13:06,55171006-36f9-404c-995a-3aa7c61924d0,148.181.15.149,146.224.79.118,Daltfresh
426,10/16/2017,22:23,3406875e-a1a1-4a07-8764-92dff4cff524,44.103.27.135,225.34.42.147,Regrant
427,8/8/2018,10:35,61592440-7bb2-41ac-909e-6aeac34fde66,235.120.205.142,12.36.212.187,Stringtough
428,6/4/2018,5:29,fde007a3-a8af-43e0-bd70-8319289e7f5e,147.97.47.118,174.88.168.66,Voyatouch
429,6/2/2018,22:48,94d8da1c-ad06-4570-8d51-584a5d2d42ae,228.57.76.228,6.38.124.60,Bytecard
430,8/20/2018,7:21,75dfab4e-a77d-4b35-930b-11f443b0bea0,191.92.7.247,33.81.101.42,Bytecard
431,7/12/2018,0:02,681173d9-43e0-4d7f-a1bd-2b5304babf95,51.144.153.199,78.8.64.33,Fixflex
432,9/17/2018,17:29,bdd5e8fa-525c-4933-93b8-c12468ed22f0,32.154.124.54,206.81.95.24,Holdlamis
433,6/17/2018,8:57,1233adfd-f7a7-45ba-8282-f412adf923eb,223.92.155.220,230.197.195.180,Ronstring
434,6/20/2018,20:29,2ad96e98-3fb1-46a4-82ef-5aa1db3c101b,108.228.115.180,170.23.8.139,Gembucket
435,2/20/2018,2:15,887b6fe9-53b0-49c6-a33f-8b7f34447505,150.240.153.210,149.62.140.232,Transcof
436,12/15/2017,1:49,7f0e9714-9747-4304-8b8f-b3a8b653e78a,98.201.244.27,23.163.219.89,Hatity
437,5/26/2018,6:31,67857d73-eec0-43e1-96cf-991c11db9ca6,14.156.170.54,134.86.104.59,Konklux
438,7/2/2018,15:59,98258d1c-ed81-4982-9b1d-5effee6321fa,249.248.10.140,9.147.222.146,Sonair
439,10/27/2017,22:44,11f0ec03-0edc-43e7-b1a4-7378bd65357a,204.136.121.180,177.27.110.124,Mat Lam Tam
440,3/17/2018,10:28,becb105f-5651-496e-995e-99da0a40bb5d,217.164.233.188,36.168.34.203,Daltfresh
441,7/27/2018,5:07,994a7b4d-fba6-472a-98c1-7cf974a0637f,49.224.23.223,101.90.255.70,Zathin
442,2/15/2018,0:53,cf44a620-2b7c-46a2-ae09-2f57a8f3dd6a,60.106.133.230,54.166.226.161,Toughjoyfax
443,1/28/2018,10:01,a6cd485b-bba4-47ef-a3ac-e29a3191ced3,179.85.241.53,205.180.146.55,Trippledex
444,8/31/2018,9:51,27fc8a05-af58-4637-80f5-96396c4f727c,250.75.211.37,210.63.127.185,Sonsing
445,11/15/2017,18:12,bc203dc7-4197-4074-9cbf-27838e28fe3b,211.29.168.111,156.4.36.160,Y-Solowarm
446,1/14/2018,9:14,718aafd8-fefe-4859-b010-b263ddbb3e99,219.219.187.88,70.123.206.185,Voyatouch
447,3/13/2018,2:33,e8b2711f-9522-4d5e-a9b6-023c5a9a5c65,238.25.162.117,2.117.21.142,Flowdesk
448,12/24/2017,7:32,16fdf1b5-8757-4d96-8172-5b36a55cf5a5,93.43.42.128,186.172.16.7,Alphazap
449,11/12/2017,7:48,a256afe9-709b-45ad-a1c1-f30eccc196be,166.72.24.21,190.141.154.213,Opela
450,6/12/2018,19:28,3be103f1-c262-40ce-82e9-de52cceae69e,73.89.175.161,128.170.174.170,Zoolab
451,8/19/2018,16:09,82027a68-b200-4232-917b-9ccc5c6250a7,207.167.238.86,93.44.141.158,Sub-Ex
452,12/9/2017,0:45,3c444b20-a726-4e0a-81e4-cbb155ee1ffd,208.254.232.175,226.70.247.29,Zaam-Dox
453,8/1/2018,6:02,bc8ca63c-f8e2-470c-89bb-a387ec303c40,2.45.4.249,191.245.69.3,Y-find
454,8/11/2018,5:07,3b865baa-9c59-4b37-b8da-bf092c76c30b,246.57.67.212,217.250.180.137,Bytecard
455,2/7/2018,19:28,c85f27ba-b2e1-4834-94cc-38139b8a0711,221.28.240.181,169.104.139.118,Bitchip
456,3/23/2018,14:10,cd110f6a-f570-4df2-a67c-709b14b4f08a,94.128.228.119,85.92.0.19,Zathin
457,1/20/2018,22:46,ced40628-f75d-44c1-bdc3-7735ff82c044,218.176.79.62,160.180.245.229,Cookley
458,8/12/2018,11:00,290c51d4-1d15-4787-bf22-cd52c261917c,221.101.173.1,40.173.28.161,Lotstring
459,11/24/2017,12:51,559df49c-cd51-40cf-973f-116233e67fcb,172.140.239.41,11.213.74.109,Flowdesk
460,9/23/2018,5:03,d11d6c59-c7e1-4054-afc7-63dd9f8e7e35,0.22.180.239,79.136.223.222,Veribet
461,12/26/2017,4:29,a6f5ab6f-ea08-43de-9666-1a17d18d5834,62.96.41.239,76.227.64.107,Transcof
462,2/5/2018,6:16,27e4af56-91a2-4045-8027-cd09538cded2,20.118.141.92,108.252.102.85,Daltfresh
463,11/17/2017,8:23,3ce60eea-426e-4b6e-a2a3-5a09374fcb17,89.11.103.184,146.240.252.197,Transcof
464,11/29/2017,20:19,448e4ad1-36c0-4ff5-95b1-ff92a660f808,100.223.241.7,82.176.43.134,Hatity
465,5/12/2018,10:04,a9ed539f-8f59-4770-87bb-0be0267c1d5c,145.169.56.214,37.154.147.88,Daltfresh
466,3/22/2018,1:29,5e531fde-3992-4a37-a920-0392b6665be0,48.153.223.182,239.145.40.195,Domainer
467,7/17/2018,20:57,f9bf81c9-1dc9-4fdd-be81-82499179ccd9,129.220.216.188,61.156.63.203,Sonair
468,11/6/2017,17:10,68c20949-2613-46b1-bdb8-02881d16b322,193.246.118.14,238.28.120.44,Fix San
469,5/15/2018,15:26,218ed02c-8aea-40f6-bf10-de677645ee34,83.79.162.185,57.148.82.74,Lotlux
470,7/4/2018,18:57,3c626350-897c-45d2-a509-10510270f163,216.240.180.147,127.94.224.66,Temp
471,3/13/2018,9:41,01cb73d9-24fe-4ad2-8d13-897ff0a0b4ad,96.119.190.193,81.49.32.32,Zoolab
472,10/25/2017,0:28,5fb37437-194f-421f-9903-9450a307b5fe,232.115.104.20,207.61.73.206,Tresom
473,8/25/2018,10:20,176823f3-b4de-46b1-ba48-603f4069f0b5,117.15.101.48,195.63.164.177,Bitwolf
474,5/8/2018,19:51,02c03c8a-f841-41dd-8bed-5af75b9a9407,150.60.89.61,74.89.251.190,Holdlamis
475,6/30/2018,14:46,d19b3a0e-4237-4094-85e2-4b8a188f93be,193.107.86.66,75.40.171.68,Fintone
476,10/16/2018,7:50,78457821-8919-4568-beb2-a3645cf07401,57.133.101.244,102.134.117.145,Stronghold
477,9/10/2018,6:12,9a81b7cd-e0a6-43f8-aae6-f1823a3244d0,174.194.162.156,161.248.41.184,Overhold
478,2/24/2018,9:27,8ddb6bb7-cf9f-48d3-805e-752568bc3d0d,113.134.179.248,139.211.234.224,Sub-Ex
479,5/24/2018,0:00,d182226f-d65e-419c-ae5f-89dcb4621500,93.241.52.254,95.187.25.90,Sub-Ex
480,8/2/2018,17:02,9e2e73ff-8159-4992-8aca-e511e94fae05,63.160.218.2,163.25.80.88,Cardify
481,8/26/2018,1:51,b781f99f-7e38-4bb4-bf1b-afd9fb7b3326,131.110.52.114,246.48.43.76,Solarbreeze
482,7/2/2018,7:37,da78399c-8cd0-4b8b-a7da-a3462a8df25c,8.32.68.212,128.243.134.94,Sonair
483,10/18/2018,15:45,e56783e8-31ab-4f53-b61d-b46ee94b50cd,172.201.253.192,73.175.34.121,Daltfresh
484,6/1/2018,18:53,5a2e8859-17b2-4922-9711-648ca714caf7,23.14.21.231,179.135.215.217,Fix San
485,10/24/2017,18:02,b9478067-830e-40f8-8997-34b1703ad7b9,213.12.25.131,125.106.239.77,Kanlam
486,10/18/2017,0:53,f236799b-5240-4041-8636-f9ee0de5d984,101.207.103.168,103.141.207.214,Temp
487,10/16/2017,22:19,ab374930-8260-4146-a74c-306daaefdffd,157.210.189.111,164.110.212.220,Voltsillam
488,11/20/2017,22:11,fa9677b4-4cf2-4a05-a145-8f8420eff070,7.211.99.139,30.41.35.191,Konklab
489,5/24/2018,14:28,cf1bd83b-2c66-4804-a5dd-a22d0dfa38e9,10.15.173.90,185.8.155.61,Bitwolf
490,9/22/2018,10:23,bb316440-1d96-4875-8d48-319506953c72,248.187.166.121,137.155.100.57,Transcof
491,7/25/2018,0:24,a7af5767-d073-4bdf-b2ec-4e44428991fa,163.199.105.135,24.15.56.186,Wrapsafe
492,10/15/2018,3:04,022d3d4e-21cf-4a22-939a-41af992c964f,78.48.237.31,47.139.108.247,Treeflex
493,8/11/2018,20:51,7dedff8a-e4bf-4fbe-97a1-c0514d51f009,227.86.181.70,189.68.249.249,Namfix
494,7/27/2018,15:49,e1102fd8-bcbe-4091-a39c-c98a4c4a1e3e,55.221.218.93,74.178.23.205,Cookley
495,3/30/2018,4:45,9a8fbcfe-d619-4ab8-b9c5-062afaf76855,26.56.146.247,29.193.118.175,Lotstring
496,3/20/2018,6:33,374d389c-10e4-470d-9546-99f19255e76c,12.233.142.78,150.172.247.231,Biodex
497,3/18/2018,4:21,21c79176-3c29-430f-80fb-3872d8b3611e,25.52.111.88,168.138.105.8,Y-find
498,5/27/2018,3:54,1b7e89e3-d700-4cd5-ad41-41bfa8b8aa44,242.108.151.46,214.88.44.135,Matsoft
499,10/10/2018,21:31,02e05335-b275-4b89-bd15-4a1b6bd407fa,146.67.193.59,61.93.124.14,Cardguard
500,3/31/2018,8:57,2b95e8f7-8c03-475e-abf1-ea43c34cc11e,66.197.232.247,70.74.243.0,Y-Solowarm
501,6/19/2018,1:12,aa1006b5-f080-4d60-9c9e-f6ccd17bfac2,26.106.206.240,157.69.109.39,Job
502,8/19/2018,5:23,1eb851ae-fc5d-4820-881e-c80ed73eb5fa,150.209.66.250,70.46.42.29,Zamit
503,2/7/2018,2:48,49d503f1-b7a7-471f-bfd6-afca854b8b7d,10.198.125.21,152.53.119.71,Tin
504,9/19/2018,9:07,c1b49781-bf9a-4b38-a03c-ccef911a93ae,122.139.80.20,248.168.98.217,Opela
505,10/14/2018,17:16,ad72ccff-0d23-4285-a958-886d5ef44ab4,123.90.152.157,25.49.228.157,Quo Lux
506,6/15/2018,7:58,119fad16-4ff1-4acd-bbd2-c890ebe6acea,240.71.165.4,90.188.114.86,Tempsoft
507,4/27/2018,15:26,4f7df3e5-35c9-444b-8e5e-e4be1add6d0d,52.84.24.159,114.141.117.92,Sonair
508,12/7/2017,16:35,c67f4d9d-9c13-4197-9f89-7af11a1a1e93,96.48.69.63,224.137.2.45,Opela
509,7/14/2018,12:06,b6a29560-6c05-44f1-92d0-0d9109b7419b,146.102.15.171,21.58.228.137,Zontrax
510,8/9/2018,13:03,7f9f74de-995e-4679-a6de-7a1a93501284,129.168.223.244,133.31.215.70,Trippledex
511,5/27/2018,0:28,4d66484b-7c0c-4691-a352-74950c096e39,173.161.123.107,174.46.29.51,Cardguard
512,4/18/2018,15:26,72a58166-80fa-4d5f-a9c5-164d044506e4,145.44.215.44,110.254.220.148,Temp
513,7/21/2018,8:06,6eb87dfd-747b-4b3b-9756-c421e0232646,170.39.153.205,67.149.177.112,Bigtax
514,4/12/2018,6:20,10393479-2273-4edc-99b0-ce1347b2c820,186.114.115.22,84.3.56.177,Andalax
515,3/22/2018,2:35,cb0cb027-492e-4ced-8737-8d5bf48cea6a,246.122.117.157,96.38.92.201,Y-find
516,3/26/2018,5:51,903ccd85-a2ed-4e18-94ad-9e0db054b7bc,89.63.214.135,241.123.210.143,Cardguard
517,9/18/2018,3:04,459660a4-8394-4c34-804c-09aa9d82718b,179.79.81.233,152.172.117.230,Greenlam
518,6/8/2018,23:18,c23131d8-592d-44ec-81d1-7ed4e8975179,95.91.29.241,136.88.132.193,Y-Solowarm
519,10/21/2018,7:06,9a293499-c629-4ec0-89de-edb3ec78a15f,171.148.15.34,16.133.210.220,Quo Lux
520,10/14/2017,6:40,e40b379d-8880-4791-a0af-9288dd495b37,236.94.12.187,182.46.238.179,Asoka
521,11/18/2017,18:19,825599b9-fe19-4f87-8784-671b9838c566,226.159.207.196,7.185.209.57,Rank
522,9/5/2018,12:04,04ef70b3-ae86-4d70-8dff-4fbc64b429ca,208.83.42.162,126.165.178.105,Voyatouch
523,7/3/2018,21:09,b9b2708e-b2f9-4d68-93f9-9705e6db20e4,244.14.221.143,94.170.246.238,Greenlam
524,10/16/2018,23:28,d7b7ab87-ac69-4c73-b5ba-01cad6bf36dc,172.136.47.122,59.67.130.19,Sonsing
525,5/11/2018,23:25,6919d894-dc22-462a-b5de-7881849ee313,194.57.88.230,126.135.218.135,Solarbreeze
526,7/23/2018,2:51,9386f984-e938-4e6a-9379-918eef5f76f5,111.112.217.205,203.227.192.178,Aerified
527,8/22/2018,9:54,e0454b2c-f613-4098-beeb-be2aca546431,108.146.127.21,103.231.243.62,Bamity
528,4/21/2018,1:59,c3200308-f5bf-4d1c-b82d-10e79f271b81,153.5.199.229,56.152.119.110,Latlux
529,1/9/2018,0:35,f0e57f3b-f59b-48b1-9e95-89427bedd45e,75.182.251.35,167.32.114.134,Matsoft
530,8/22/2018,4:15,f7113fac-5ccb-4c4f-b989-5863fd6d567b,63.130.6.142,192.123.54.196,Biodex
531,7/15/2018,17:15,f4325403-aff6-448f-bc22-dcc8a123c6d7,175.49.149.242,86.5.23.127,Bitchip
532,11/21/2017,3:29,8e5d52ec-9a33-49a9-8a95-a74ba771634a,75.215.96.88,141.15.195.61,Cardify
533,6/2/2018,5:10,1861d05d-522d-4c26-b349-861632c63887,136.51.197.78,29.56.27.210,Regrant
534,10/21/2017,17:47,906ab0fb-1786-4fe3-a1bd-574840fdc900,65.26.124.38,250.104.148.252,Sonair
535,3/12/2018,10:52,07d80190-93c0-4caf-be1e-e580d1bd382f,175.90.130.65,196.39.84.164,Overhold
536,2/10/2018,9:45,9d139d5b-40d4-40e2-ad07-1523c864c392,78.223.84.116,196.165.239.101,Zamit
537,3/28/2018,5:56,2e51cc18-657b-4736-8200-33d2e935b078,121.213.118.140,185.208.126.235,Veribet
538,10/11/2017,1:55,72f6017b-5b0c-4af5-bca0-8a4560d8c5d3,12.240.224.93,144.131.29.218,Hatity
539,2/1/2018,16:49,7d94af74-96eb-4fca-b0ac-d03bf27b04b1,52.96.28.169,33.76.33.177,Fintone
540,6/8/2018,11:04,51d06cac-34ab-4a99-a4d3-9694db9d8646,85.172.81.88,154.49.6.43,Andalax
541,12/7/2017,4:28,b43c9c6c-b673-415e-b0bd-ffd655dbac69,122.234.31.153,39.76.185.178,Span
542,9/6/2018,12:47,7f047510-a399-4531-8b0d-0d0771e5a19d,153.197.62.187,8.189.241.196,Tin
543,6/18/2018,15:50,99da7c8f-71cd-4393-9078-a50b098d47a0,127.156.197.154,113.123.163.156,Andalax
544,5/30/2018,8:16,f8f24108-494b-46b4-9a92-a1b4e251fbcf,148.23.253.47,203.241.167.77,Tempsoft
545,6/12/2018,0:55,ec2382ee-9ee5-4938-a232-90c31fa9a870,39.174.235.240,55.69.47.49,Lotstring
546,3/29/2018,3:31,8e932c9f-4314-46c7-977d-085f0d98be8b,35.242.243.181,77.155.30.94,Redhold
547,12/16/2017,11:06,b2df888e-a2f9-486a-98c9-2447372e7e1a,23.119.184.149,23.80.220.144,Konklab
548,10/8/2018,7:01,709d9c51-7dca-431f-8ecd-0a49f45e9586,252.91.226.136,130.140.126.203,It
549,5/20/2018,12:03,0ed225a7-e2a2-4d6c-b8ea-4df01e2b7aa2,190.10.145.42,38.232.16.215,Zoolab
550,8/31/2018,1:53,e04c369e-747e-4f14-bc6f-43bf58836780,179.233.226.6,41.84.219.233,Zathin
551,7/26/2018,12:56,3c6e0fde-0076-424d-8836-ed8a3e3a59f0,43.63.48.124,251.243.189.4,Temp
552,11/9/2017,13:05,176ca553-6f07-4f37-9a13-f1ebf5ce68d2,80.12.230.34,73.203.8.52,Domainer
553,10/27/2017,11:02,e8e6bea3-e0b3-4392-8657-480af1d746a7,51.9.36.146,176.67.40.146,Mat Lam Tam
554,3/30/2018,20:28,d14eb30a-4f7a-4067-8e25-6402475aa9aa,144.185.101.10,113.45.64.221,Sub-Ex
555,8/17/2018,23:55,cf1a4642-a55e-4e99-9d3a-e0da9f5639a0,27.173.203.236,81.235.217.184,Span
556,4/9/2018,22:08,0ee35ace-e79c-4023-bfbd-1bbc27fc6185,103.29.80.176,122.126.20.235,Pannier
557,10/7/2018,3:34,99d7603f-58ba-4c74-84b1-338e4863d1a5,9.113.90.102,106.194.32.223,Transcof
558,4/14/2018,6:18,08df70d7-7440-4b35-8ede-1454c1a2d30c,128.146.168.190,35.213.148.142,Prodder
559,3/5/2018,7:58,a6c2c375-5315-41e7-bb2a-450976321573,252.85.146.104,179.94.178.66,Sonair
560,10/9/2018,12:24,7a4c9821-449a-4784-a253-6c2ef0eaf2fb,248.105.58.191,30.151.233.97,Transcof
561,10/25/2017,3:01,b5cd5b9b-2f3d-4646-bac6-ccc3516d8d6b,158.204.82.139,143.73.64.55,Namfix
562,10/27/2017,4:54,61e5306a-395e-4cda-a3b1-c9a64efd5f59,140.111.35.48,56.87.62.90,Cardify
563,10/20/2018,21:59,71770e82-ab26-4741-88e4-1f6727ae3b75,212.245.108.46,48.67.42.41,Hatity
564,12/2/2017,15:51,1d265b58-7620-407b-9800-9030ff852f5d,5.248.226.54,123.50.59.190,Lotlux
565,1/4/2018,9:39,876efe78-60a7-4221-8ff9-0e2c51827a1c,52.29.132.134,81.64.18.220,Rank
566,2/14/2018,22:53,a07dbead-f33f-403b-b06b-e72f13d14e1a,150.131.240.214,84.199.244.228,Keylex
567,2/28/2018,5:37,a9f789e6-4bb4-4a29-9d72-62599fee6b0c,172.240.25.14,95.134.216.254,Ventosanzap
568,12/28/2017,6:34,4dcead5c-1f37-4cd7-bb43-c17d5f6c8a41,89.13.71.49,119.60.12.112,Viva
569,8/22/2018,5:28,8555e052-f822-4374-a062-0f990adab7d3,7.8.129.179,8.43.167.127,Matsoft
570,6/27/2018,5:30,8e19bbcc-694c-4431-bd59-f6fa28fd754a,65.166.50.231,105.185.11.47,Rank
571,7/26/2018,1:27,eb70f42b-0f73-4c36-b332-719ddccd0711,226.255.153.43,155.192.47.254,Redhold
572,10/15/2018,17:12,dad9f0a3-a0df-436f-8279-f6516b6f37bc,143.161.112.183,60.71.11.14,Otcom
573,10/8/2017,7:00,456afd16-354e-4be6-b535-c9a07efb5ffc,165.22.23.168,14.240.84.105,Mat Lam Tam
574,6/12/2018,20:41,297120bf-46cb-418f-ae99-1e1e9d854dba,69.7.58.205,37.243.14.155,Tampflex
575,2/16/2018,2:58,22d14540-a441-4642-82ad-1b34c64ebf76,72.100.116.216,38.199.69.89,Gembucket
576,10/14/2018,2:52,1d67cd11-79e9-4556-ae56-3c9781ba9efe,59.103.134.14,193.81.74.193,Quo Lux
577,8/31/2018,23:13,14090de0-dd97-4c1a-a30b-cbd60d20eb97,54.18.147.190,91.252.112.146,Ventosanzap
578,5/24/2018,6:11,c9e643e0-abe1-4691-9504-70da8071949a,79.220.147.155,20.152.48.97,Aerified
579,10/5/2018,23:24,a41e5196-a6e2-45fe-a102-d199bba47a5a,255.167.68.177,249.222.7.11,Cardify
580,12/12/2017,8:46,211f5bdb-9b5c-4837-9600-f76e94f6769b,70.13.179.48,195.41.44.190,Pannier
581,4/8/2018,13:07,7971638f-b0cd-4ee5-b548-adf940242ee4,218.32.194.8,137.76.221.255,Prodder
582,6/12/2018,19:22,4588ac92-e601-470f-bc69-b03a69957666,244.161.231.0,254.108.49.229,Job
583,10/5/2017,21:16,4b34dff8-6c35-489c-b580-d121b53f7c13,20.121.28.46,237.199.32.88,Stronghold
584,4/16/2018,13:31,41c6a31e-b8b7-4b10-a065-ca6493dd4054,136.180.95.28,241.179.127.54,Voltsillam
585,10/11/2018,10:33,6a03f4f1-eab0-404a-a7b1-8e7961391104,235.227.205.139,99.51.14.125,Holdlamis
586,12/10/2017,20:00,85013f08-db95-4654-aa6e-e81776108604,253.42.147.39,230.221.203.158,Alpha
587,3/2/2018,4:30,b1a6e095-b438-4f87-a7c2-dc9bc8e757f6,158.227.93.222,0.137.63.232,Bitchip
588,12/4/2017,3:46,ccb4c284-06ec-465d-9552-0ddb881e2999,236.71.154.68,23.189.109.171,Alpha
589,12/9/2017,11:29,78356b6d-e424-403a-a129-2f47a0bb54c7,177.95.204.215,13.74.22.216,Zaam-Dox
590,6/14/2018,19:51,b5ac15a4-163a-4a6c-8927-90958e73af19,174.63.24.13,255.145.228.80,Tin
591,4/30/2018,22:53,5c37a6c5-ad74-4aab-81d0-d15186af809f,8.203.107.88,228.59.111.124,Job
592,1/12/2018,1:54,24d16c91-5e94-4f4d-87c2-b45167fcbee7,108.105.222.247,250.18.8.157,Tres-Zap
593,2/22/2018,17:20,4aa39801-6f3c-4483-a529-ef45e67ef160,11.40.167.215,27.153.119.230,Duobam
594,10/31/2017,11:17,7b9fac00-467e-4ef8-909d-563164a40359,173.85.82.236,177.106.108.112,Fixflex
595,12/25/2017,0:06,f7bd91c0-6e93-4108-8004-377427a92d7b,86.34.254.67,240.122.232.9,Cookley
596,10/21/2018,13:08,afc4aed0-bd15-48b2-b7a9-737002cf3a0f,92.159.47.6,150.224.17.144,Stringtough
597,12/4/2017,11:37,af659b6e-03a4-4a10-869d-48ebee58691d,196.214.44.66,117.36.41.166,Lotlux
598,1/20/2018,14:12,28d9381f-63f0-4b5d-8c33-7fe9aada359b,14.199.31.157,225.205.181.39,Flowdesk
599,10/8/2017,6:17,4a228199-cac0-470e-a60b-80ce06204403,82.69.9.244,226.106.151.21,Pannier
600,10/25/2018,21:02,db5b1369-47f7-416b-94a1-9c06304bc6d7,82.123.202.105,87.94.126.255,Veribet
601,6/20/2018,9:20,890dad49-801c-4922-b531-a87d7f01c8b2,198.88.234.157,254.89.198.65,Sonair
602,11/11/2017,8:45,32be1e84-7c23-4b21-a07f-a012ccd48c1c,225.141.198.175,127.202.240.4,Bytecard
603,9/2/2018,1:31,bc809e08-c45f-45df-a546-94fecf16ea90,91.100.51.169,180.16.61.248,Zoolab
604,8/19/2018,11:42,4ad4edef-afe2-41aa-9e27-968ab56a6cd4,210.114.216.60,245.218.10.237,Sub-Ex
605,8/22/2018,5:10,b6cd8477-313a-43ca-bdc4-f7e8c7ff6385,39.131.144.195,180.226.128.242,Trippledex
606,10/2/2018,13:05,76c97070-6ab5-4997-b47e-8ff35af99877,227.190.248.94,130.250.40.244,Otcom
607,5/11/2018,21:35,a97ad925-8ec9-4768-8056-11b2bccfab5b,111.201.43.154,113.69.248.36,It
608,1/25/2018,0:12,003edde0-03ce-4228-aae4-921e0a80dfb1,9.180.10.146,69.186.39.83,Veribet
609,4/20/2018,15:24,2c3c8278-d3ca-492c-951f-176081f0cd48,156.4.48.231,203.43.63.33,Matsoft
610,5/14/2018,0:47,01345fb5-cd1b-4e41-be72-a284386a81c3,248.233.130.196,133.88.228.52,Zathin
611,8/24/2018,20:09,7f12e202-ce26-4f80-ad30-bf8f0402e124,126.1.92.220,97.136.247.119,Daltfresh
612,2/18/2018,22:26,84fed4c1-79b4-458b-b006-d41d345d7385,249.132.38.62,204.219.245.64,Tempsoft
613,12/1/2017,7:54,f0b68581-a201-4b73-9510-f329278cf6f0,6.138.153.243,237.230.241.239,Ronstring
614,10/20/2018,21:23,0bad0d6f-de9e-4bfb-aee0-6c8a0a33e1ca,91.13.122.114,44.77.12.255,Zaam-Dox
615,6/5/2018,19:23,9837d2eb-1e7b-41a2-8549-7ffe3d554131,124.148.202.186,164.102.190.55,Bitwolf
616,8/10/2018,14:00,52ee6ead-25c4-4614-8503-9c34de5dae90,3.166.247.32,60.64.245.97,Bamity
617,12/11/2017,12:24,e39730ca-14e7-4562-b394-e32dcd54bb9f,173.159.157.85,205.77.139.84,Overhold
618,4/27/2018,22:45,95bc6c44-c982-43a3-92f4-41509e30f6d3,168.53.204.66,36.141.221.162,Konklux
619,9/18/2018,1:01,66a7a579-9c0b-43e9-a089-25dfb6d4b212,170.18.53.171,20.12.222.33,Alpha
620,11/18/2017,17:03,0c55772c-612c-4cba-86dc-e4374aa45668,19.17.114.29,148.75.253.40,Cookley
621,4/5/2018,15:20,af2bf0e9-c482-4f2c-ae8e-65522e9b1d9e,68.226.253.24,136.215.143.25,Fixflex
622,5/31/2018,9:49,43b6e547-be34-46a7-a4f1-75dac2946fb6,85.138.7.59,252.143.52.156,Bitchip
623,11/26/2017,14:13,9aa7067a-d783-4291-b984-3d296d3ae8af,153.18.143.151,255.77.75.22,Duobam
624,11/17/2017,9:26,3e6cf359-6386-41c0-91e3-cb062fc5b462,201.235.55.121,65.28.213.146,Trippledex
625,12/19/2017,22:38,2aaea825-7000-407c-9625-6860d1ee8c17,116.20.58.102,202.162.210.118,Treeflex
626,3/9/2018,12:25,91d5a342-76e3-4d2c-ae39-1e419df400f7,229.51.91.46,130.204.102.170,Konklux
627,1/10/2018,4:02,d8764706-49a0-41d5-b9a3-12f42a21563a,253.62.131.9,244.45.132.51,Ronstring
628,2/20/2018,2:12,5865de27-3971-49a3-80b2-cf234f7dae07,50.201.181.219,220.165.145.212,Subin
629,6/24/2018,3:33,6aa084f4-c21f-4634-932c-2715c9a87aa5,210.45.169.39,231.157.149.103,Konklux
630,4/25/2018,2:07,9bcf089e-c3c0-4b02-8a1e-f397015751d2,113.205.126.143,170.123.208.164,Namfix
631,10/11/2017,1:53,5b43a5da-5eaa-4ade-8b7a-9624a32010ee,82.65.67.49,68.224.0.62,Zaam-Dox
632,8/4/2018,0:40,de2e0e2e-6eb7-4983-98f5-bd1618d2d32e,0.204.143.232,78.233.62.6,Regrant
633,10/23/2018,10:31,3ee1577f-1fba-4cd4-abe6-b61cfd0eb46c,101.55.168.222,40.7.89.41,Lotlux
634,3/24/2018,16:04,48a544c8-7f26-4494-bcb4-d598934d9fcf,27.111.66.97,223.96.210.188,Trippledex
635,9/26/2018,20:45,57c61d1b-2bce-4f65-b554-a322407522a9,78.102.22.236,130.18.150.191,Stringtough
636,4/16/2018,11:31,ead3d5f2-93ef-4470-9478-5d02847caba3,198.185.227.2,219.6.184.199,Konklab
637,10/28/2018,20:01,38393e04-a8ae-4e59-a79c-8a8d59cdc6c3,19.113.58.121,62.220.89.2,Alphazap
638,10/26/2018,6:14,cc16aeb3-b6c2-464f-a5e0-3513f4abc81c,127.126.234.58,191.169.189.68,Fixflex
639,8/7/2018,2:38,ecc2f7dc-516c-4fca-992e-2864678b47fd,186.138.135.114,71.77.20.183,Stim
640,4/22/2018,12:30,ee07b6dc-e6ec-4960-959b-205a425f5f03,95.85.130.4,218.181.119.148,Trippledex
641,5/26/2018,4:21,761baa60-855b-4ccd-8819-7db20743b0b2,122.153.181.20,234.165.168.3,Tres-Zap
642,12/5/2017,11:15,1164a357-2c6b-4c94-8cea-eacca842cdb8,81.137.40.93,70.206.31.168,Temp
643,11/20/2017,4:41,52ffbc80-bceb-44f1-8199-da3b7fac7563,51.30.67.176,35.177.112.16,Flexidy
644,10/27/2018,21:50,992e9871-cc87-436e-9985-e4d9482744b7,121.115.159.203,135.115.50.74,Bigtax
645,6/5/2018,14:15,67ceaf28-3881-44b6-93e1-2eb7c0e12daa,98.247.42.187,32.17.152.98,Tres-Zap
646,10/14/2017,23:24,54cc4834-cf9b-4b92-bbb3-58046dc16c3c,231.165.133.45,206.208.202.38,Domainer
647,10/17/2018,6:31,a90a7b22-ea29-45cd-b7ce-d28e732aa1c0,224.213.68.175,234.188.27.10,Prodder
648,1/9/2018,15:32,5ee1c57f-83dc-450d-b218-8878dd09b080,11.53.69.165,244.9.118.143,Quo Lux
649,10/4/2017,18:26,dc2cb7d4-82c7-4d21-b12b-0a0234f1771a,239.72.240.17,156.163.172.140,Konklab
650,3/3/2018,13:11,461ea836-a09a-416f-abdf-bade0905fe8c,180.141.89.215,109.90.22.110,Tres-Zap
651,5/5/2018,8:56,b73251f8-8408-4961-a90c-ff84c8bedd8b,130.89.51.22,238.183.236.71,Konklab
652,12/11/2017,21:54,993d84fc-7dbf-47ee-b676-5f6256f50ddd,96.91.62.186,165.67.27.12,Andalax
653,4/24/2018,23:54,1721d6c9-0d18-4cc4-a3a6-9e8d6e2b41ce,251.230.250.55,62.1.103.47,Fintone
654,2/24/2018,14:02,4abe9184-f925-4fd9-81c9-80c33f8314e0,240.55.199.40,183.223.60.54,It
655,11/26/2017,0:04,9fada0a2-1e1e-4fe0-975a-02151084dc51,80.143.79.133,102.48.237.50,Tampflex
656,5/19/2018,12:51,1f0d1969-1afb-408e-8935-b80ca1a73ea8,49.75.178.101,127.140.167.184,Ronstring
657,2/19/2018,0:31,c2c2c258-e6d5-4340-bae5-afa699027e4b,82.20.60.100,0.174.88.80,Zathin
658,10/12/2018,23:57,70ad2e81-2eec-4b12-86e1-74f0a2ca89bd,197.0.67.164,180.130.192.169,Voyatouch
659,9/7/2018,20:37,f55a531f-8796-4851-837c-f550f6baa06a,82.122.239.20,170.150.231.14,Treeflex
660,8/15/2018,11:02,2c337e11-f720-419e-9b34-6c91cce961fa,224.86.153.230,211.192.47.60,Overhold
661,7/29/2018,20:13,ce9f1f2a-4d7b-4534-b042-e8f7f12a35ac,231.131.96.240,179.70.238.38,Quo Lux
662,10/18/2017,14:03,cf71fd52-669e-4e4c-970a-969bc132e6ef,41.211.125.2,98.66.137.195,Sub-Ex
663,5/3/2018,3:56,62c6c17f-038b-45bc-a647-07e777e86c6d,213.21.25.132,72.201.193.175,Gembucket
664,1/14/2018,19:56,b387496e-19e7-4da6-b5b2-749c6402e31f,229.199.161.220,237.136.247.172,Stronghold
665,10/16/2017,17:43,6a3d115d-9d4d-4e53-8f92-c981ddd292a2,242.208.60.46,84.191.81.203,Ventosanzap
666,7/25/2018,22:16,6e51e9ac-28d2-42fd-928b-bff8ae565470,52.107.185.154,204.1.20.121,Bigtax
667,10/25/2018,19:25,6b78e3c4-139e-4b3d-ac1d-670755fe5e1d,74.249.220.109,187.212.65.0,Kanlam
668,12/31/2017,11:40,f8792656-e8e3-4603-933f-907a68e5dd46,92.149.144.104,217.60.12.89,Veribet
669,7/23/2018,12:23,105016d6-eac4-4bf0-b3a1-16296854681e,154.237.125.176,149.149.85.9,Zaam-Dox
670,2/17/2018,7:46,400f0895-755b-4316-8663-00342d707e19,250.81.35.217,4.127.118.180,Tin
671,10/16/2018,14:15,f75cc888-e28b-4454-bd86-40dbdfe5cb2d,132.36.237.176,100.103.97.47,Tresom
672,1/3/2018,19:02,e2bf1179-2bda-43f6-be9b-48946c932c5b,246.174.114.86,122.28.26.194,Bitchip
673,5/27/2018,0:22,6998e1e5-88a7-46ce-bc92-9b466f8f8117,203.198.210.139,121.252.183.202,Veribet
674,6/29/2018,1:08,91a58a1a-36aa-47d8-ae42-a08a86853c60,85.137.156.251,249.195.1.92,Zathin
675,3/3/2018,5:38,08359bee-7496-44d2-ad48-e595e060d48f,143.4.154.211,249.170.65.231,Duobam
676,5/26/2018,18:51,0e552ea0-0c1b-41cb-8a12-435d26e9a987,157.24.13.219,56.75.90.56,Fix San
677,8/15/2018,0:03,3a706adb-f3d6-4f4a-b19c-131c7dad0f74,175.153.112.186,26.98.193.166,Trippledex
678,3/17/2018,17:26,8c072176-3aa6-4070-8d15-44950812ea9e,163.247.153.31,19.212.59.8,Latlux
679,2/26/2018,3:05,ef775a23-a2e3-4f2c-981c-7d8ebb20e4df,201.129.103.178,69.211.156.37,Trippledex
680,6/8/2018,11:19,3c07b043-1164-4477-9396-9a41dde1e367,125.191.59.126,168.87.136.113,Cookley
681,6/15/2018,23:28,ba733d35-e5ae-4654-8972-7986aa261e5e,53.18.162.112,86.96.25.169,Bamity
682,10/28/2018,5:51,f3584d60-3939-4162-b1c2-abcb0eeefd0c,8.134.182.22,27.139.254.176,Aerified
683,8/23/2018,11:04,bafc411b-b4ec-4da6-9589-7ff9a31b6335,123.92.45.109,138.1.219.2,Alpha
684,12/2/2017,0:41,1b5eebe8-c632-4751-834e-ac3d0df5f5fe,14.220.138.54,233.38.219.191,Temp
685,2/24/2018,6:44,5faae41f-f090-4fa3-a95b-700a38d7a684,38.31.172.204,57.112.142.173,Sub-Ex
686,9/24/2018,0:44,10a50b2e-4a9b-42e2-b948-d181b2026e98,212.29.106.105,157.211.135.179,Mat Lam Tam
687,7/13/2018,9:59,fcc70b88-f129-4a0c-8398-49ec5385a84d,10.190.110.253,90.115.52.42,Fix San
688,10/26/2018,11:52,b6a03bbc-3080-4d52-b97c-d3d509476720,104.219.20.120,186.176.190.71,Tres-Zap
689,11/23/2017,21:12,73b2be55-b48e-4bf5-a751-2ca1c15a6c59,173.233.98.103,172.92.228.111,Sonsing
690,7/31/2018,3:35,6d4d7864-76e3-4658-bc99-3ed3a39b20d7,102.70.170.161,76.150.135.210,Home Ing
691,6/28/2018,14:35,b26a4936-822a-43c6-953d-732089b13401,103.66.25.240,161.176.5.73,Sub-Ex
692,8/25/2018,11:49,f47c6d1b-de35-49ec-ac07-8e1312cf749c,208.40.119.142,176.165.28.223,Holdlamis
693,10/17/2018,14:20,472eae7d-1e5f-44a0-9d4e-9a6a5e31f790,79.177.119.232,82.218.16.187,Namfix
694,12/19/2017,20:09,dddca7c3-4815-4ea0-82ca-48796afa50c3,120.68.24.240,191.221.113.242,Holdlamis
695,2/15/2018,17:41,31216a1f-923d-412b-88c0-05d2f5983644,221.239.4.43,207.72.32.47,Fix San
696,10/26/2018,2:08,38120d62-b7ab-4f27-b5e7-a4b9adea05ed,170.88.235.172,242.32.102.237,Bitchip
697,12/2/2017,23:02,f53115af-e0f8-4ba7-a8db-48ba1512df5d,72.114.100.134,162.181.246.152,Namfix
698,8/21/2018,17:34,11782064-2560-4845-a2d5-e1a36c3871a8,83.60.89.186,247.230.36.193,Asoka
699,8/28/2018,21:28,49a15a9b-8550-4d12-b647-e7c8791f2d3f,176.184.41.205,8.171.57.13,Zathin
700,11/4/2017,0:32,f2b65805-1e49-443d-a6f8-c42dfd394ff0,249.54.251.234,229.48.35.152,Rank
701,10/31/2017,5:22,17b72fac-b5fe-411f-ae8e-fa42528eac65,232.102.55.39,33.174.1.166,Cardguard
702,3/25/2018,17:28,27cb8040-5ca3-4d47-a501-4ca493a34a22,32.124.21.188,204.216.55.240,Konklab
703,3/8/2018,18:26,4ee9073b-9254-4791-93c6-5e9b9d9b9a16,183.154.157.81,234.133.109.96,Veribet
704,9/9/2018,18:21,11ca4190-00cb-4c79-a26a-1b94d4a2df9b,146.246.116.19,203.192.121.104,Sonair
705,2/27/2018,1:14,fbff2770-5a73-4ba9-95a8-014efb7914dc,36.161.251.181,239.89.77.211,Home Ing
706,6/11/2018,15:53,88bfd275-e108-46cf-9d5c-40286c413e22,18.61.120.251,135.250.0.79,Sonair
707,5/29/2018,0:06,cfef9855-4d40-46b0-b749-9121bf97acb4,162.207.62.77,56.28.244.61,Vagram
708,10/18/2018,21:17,7f836bc7-8914-4d10-8b7f-e00492374bc2,206.51.134.4,185.143.90.156,Quo Lux
709,3/15/2018,16:10,ca36245f-6535-4984-a877-73bb68b1cbb9,195.150.54.230,184.58.67.152,Daltfresh
710,9/13/2018,6:13,576fe83a-07e2-4f3a-8b6f-45b7998c0c24,197.31.202.175,237.238.65.168,Pannier
711,11/2/2017,13:26,a068510f-2530-47ae-8c6d-1158dac39f72,81.45.155.37,178.67.128.15,Veribet
712,2/11/2018,5:27,c4f211e1-680a-488a-92a1-44aa9cc0ce83,202.217.116.40,160.100.49.164,Prodder
713,7/12/2018,5:05,f96495aa-83e5-4202-84de-a57b01e25fb0,145.209.148.128,68.99.121.112,Vagram
714,5/12/2018,11:25,a15e0797-ac00-4fd9-a153-07264127074d,133.200.175.228,16.226.250.233,Keylex
715,8/31/2018,5:50,9edbb5eb-ba35-4f25-996f-11b99fb0e396,20.45.138.224,130.231.203.51,Vagram
716,5/4/2018,6:13,15e82abb-47f6-47ac-8fca-134daac5b52a,108.111.157.85,206.142.178.50,Transcof
717,4/2/2018,15:12,65793805-8598-453a-970d-a5d45cc2ab83,111.189.66.35,72.196.184.120,Gembucket
718,9/7/2018,8:16,5b80eef3-0c9a-4f34-a127-8359c8e548f8,11.176.202.9,157.74.209.93,Home Ing
719,10/20/2017,19:03,bce66ebd-fb22-4e95-ad9f-fda500e67d3b,91.187.243.14,220.227.164.149,Sonsing
720,5/21/2018,0:21,b23b0213-a49d-418c-a79e-620d8b44972a,41.188.27.5,119.171.171.237,Ronstring
721,7/27/2018,10:01,979040e7-ec01-4cae-aff7-2e1ffeea28f9,8.129.48.211,215.173.151.239,Temp
722,3/15/2018,10:25,2033b2cb-7fa0-4990-adb3-a28e8d2f96f3,113.199.93.19,172.241.124.26,Pannier
723,10/19/2017,7:55,5a66ec75-6f85-4cc2-90fb-fd021746749e,33.86.219.93,174.188.24.212,Job
724,1/31/2018,15:25,d86198ef-173e-4062-ac4d-00d6944f2b0a,140.178.4.214,232.51.138.110,Zontrax
725,7/12/2018,21:28,c9c8dd66-cdef-48b2-ade7-1148b5d10831,185.30.20.43,128.171.204.57,Zontrax
726,6/13/2018,19:36,81b18d17-d7c5-4776-8c85-0dd9645f718b,110.78.212.188,115.169.83.155,Otcom
727,5/29/2018,3:01,365f636b-5cde-48a6-8cde-9d4866e5c5ea,217.203.193.218,36.191.4.226,Viva
728,10/3/2018,7:40,765e4da7-61da-4a6b-9789-a2a255c2a50f,169.65.252.185,155.47.150.96,Bamity
729,3/12/2018,14:09,bd5e2298-eec0-4c19-8f4e-ded47139db76,7.176.119.31,226.17.210.243,Andalax
730,6/28/2018,13:10,472b1238-8b67-4d9e-96d5-8e231009c2e2,1.33.245.252,26.59.26.200,Holdlamis
731,8/19/2018,2:23,02c913b2-9ea4-4545-889e-1c50a0017545,97.157.98.244,72.222.21.17,Cardguard
732,5/30/2018,23:35,234c6f7d-a613-42a5-a8fa-336780fdbe1d,35.180.182.117,201.117.120.13,Trippledex
733,11/19/2017,1:26,10d0823e-5deb-499f-bb35-de547abb6892,235.255.105.251,138.214.71.235,Ronstring
734,6/24/2018,4:32,40fea23c-7f3a-4001-9720-1263ab0ebd22,64.190.168.81,174.133.175.182,Veribet
735,5/21/2018,17:25,6501f78b-7bf4-4b69-844f-ee119153d539,227.25.110.117,42.104.113.103,Bamity
736,1/15/2018,0:05,1ef6821d-b8af-4ede-8148-6a193e59d667,206.77.133.62,106.163.214.123,Zaam-Dox
737,10/15/2017,20:35,da7119de-4268-4f92-8dad-ee6748f4d329,155.172.8.131,126.14.129.85,Konklab
738,12/14/2017,10:42,6d213112-85d5-4c9a-90ed-070e01253b61,100.53.39.175,90.162.89.103,Stim
739,5/1/2018,18:39,7bfc775b-063b-4e8c-a292-23a96392646c,119.83.212.57,121.167.103.171,Holdlamis
740,1/23/2018,22:45,caccfeaf-4be4-46df-83d6-8ddad294855c,201.210.206.139,205.60.1.113,Ronstring
741,4/1/2018,23:22,2769321a-d483-40c3-b11d-4551683a7a66,207.153.165.237,214.151.85.201,Toughjoyfax
742,1/12/2018,3:01,69379751-0881-421f-b877-94d9710fb787,181.51.126.56,150.151.154.163,Alphazap
743,9/30/2018,20:14,e1009547-c5eb-4ddc-9e8d-ee8873de12fd,223.212.155.154,171.178.170.162,Treeflex
744,2/21/2018,4:19,c56a829c-caaa-47f7-a9e2-c08349c45ddf,217.57.14.213,102.199.87.25,Trippledex
745,7/8/2018,18:13,ee800f0c-91b3-485e-b5d1-867c8f4af894,183.140.213.194,137.57.129.43,Y-Solowarm
746,10/7/2018,20:42,ecfd3c1a-5e17-47a3-88ff-3aea1016b5f0,68.8.230.108,173.133.34.230,Regrant
747,10/16/2018,10:06,e095ea9b-33a6-4bd4-861b-81bc2d1a9e15,107.107.58.135,17.181.82.45,Domainer
748,2/27/2018,18:19,5dff9c65-90ad-4bfc-bf60-9be1cdbcd96d,20.101.125.130,154.137.151.232,Alpha
749,3/17/2018,2:13,12a1dfcc-a518-4e71-a521-3bd6957d4f06,197.148.62.142,232.170.129.183,Vagram
750,8/9/2018,6:03,dda1d2dc-9fea-4c05-b836-a956a1c86558,10.205.61.130,232.202.116.229,Holdlamis
751,2/24/2018,18:04,4a1a8f69-6634-4756-970b-ffc0c0d032f1,59.202.3.144,177.231.133.43,Tampflex
752,6/25/2018,2:50,123af915-7129-489c-b465-2047c5f5e9c9,186.209.111.95,147.225.28.143,Gembucket
753,10/13/2018,1:34,54459507-5458-4018-8d34-4cccd50d9ff6,2.242.77.206,193.48.186.251,Tresom
754,12/21/2017,12:53,4b95b85f-b2d9-4e18-9c8b-e6b1b41a1875,11.28.153.229,230.219.214.54,Bytecard
755,10/31/2017,17:45,575386e3-f3be-4cbf-9945-6aea2bed300c,100.58.190.143,211.130.193.73,Zamit
756,4/26/2018,15:17,4187a8a3-a3ec-49f3-a092-096a8db35e66,60.35.232.186,235.20.219.97,Voyatouch
757,7/26/2018,12:13,e34d571a-4ce2-402c-aa76-73125ed0da06,32.225.223.14,105.137.60.0,Zoolab
758,3/5/2018,16:38,bf996254-7daa-45d1-a5b1-332c12e70f99,141.35.229.77,207.106.162.227,Temp
759,12/22/2017,15:52,49717790-932c-4046-8deb-88b3f8aa77df,240.2.198.133,100.26.221.55,Bitchip
760,2/10/2018,22:29,056fa1f0-ae55-4d15-b1aa-637f6ae5ce6a,125.147.98.72,160.107.165.145,Tres-Zap
761,1/22/2018,11:54,ff854c5b-a735-429c-8f67-c92eb6c8dcf3,146.230.110.41,183.190.210.96,Temp
762,3/31/2018,19:33,1559e647-af18-4812-89b5-bd1f7d78296d,254.59.36.230,186.85.242.131,Konklux
763,4/3/2018,8:28,5ba204d7-5bda-4302-988e-049eb8406e5d,171.33.179.42,184.63.241.217,Toughjoyfax
764,6/18/2018,2:19,fe698379-ec0c-4370-bcdf-9ad5e9dbacc8,3.175.142.200,76.132.184.121,Voyatouch
765,2/22/2018,16:14,0082d42e-ed1c-47c2-a8dd-5323bec79a42,162.61.248.82,228.6.227.114,Tampflex
766,3/31/2018,15:04,98748efc-5fd5-42d1-b02a-48d7760b47dd,156.103.154.170,201.173.37.104,Prodder
767,5/24/2018,9:54,37bdcb0e-10d0-4283-ab48-adfe0c386dde,239.42.194.208,7.69.34.103,Voyatouch
768,1/29/2018,4:26,957df7fe-255b-45c0-8c9c-87f376bd9979,144.128.82.189,11.68.221.158,Tampflex
769,4/24/2018,21:08,741e8344-a559-4069-a136-10287ed284f6,225.236.82.215,144.225.136.107,Voltsillam
770,6/4/2018,14:27,248ce81c-f966-4e8d-8dd0-bad456fc04f0,78.82.226.190,169.238.213.63,Stronghold
771,11/9/2017,5:19,93246292-8c3d-4282-b977-9c0b65eecf5d,30.244.232.99,171.69.126.81,Stronghold
772,7/31/2018,0:50,210d643a-6491-485e-84f0-20cfb49c990f,74.193.229.76,122.52.179.112,Andalax
773,12/20/2017,9:06,917612a2-e723-4348-9e46-8fe6d4261417,86.251.233.218,35.74.204.223,Temp
774,11/5/2017,20:29,219051e2-748f-4099-81ad-8f4a6c3c7eeb,153.46.67.111,150.163.175.208,Zamit
775,5/17/2018,5:21,6249a7e9-c172-4b3b-94db-61f0e88d4f5d,35.216.53.183,45.33.74.152,Konklab
776,12/13/2017,11:09,239257d7-3a3d-4c05-831d-191b57b178d4,31.86.137.48,69.217.79.190,Pannier
777,6/30/2018,23:37,324092d5-67b8-4821-a508-25509711bd5a,192.120.56.208,122.171.229.89,Zaam-Dox
778,10/21/2017,10:08,ae86faed-a77a-408e-905f-e582a01ddd9f,255.211.50.236,47.16.79.109,Temp
779,7/19/2018,3:22,7ab08755-003c-44f6-8211-6c018c285e82,90.24.43.147,75.225.214.90,Lotlux
780,7/10/2018,23:46,169ab539-106c-4aea-8d12-31755b4c7fd1,248.141.161.148,253.251.14.254,Flexidy
781,12/27/2017,22:27,252c811b-18ec-4308-bf1d-90ddff90873a,230.198.196.81,182.202.113.63,Y-find
782,7/10/2018,15:58,861ed89e-ea15-491d-8cb7-53c2e629b39a,91.146.83.197,202.112.174.99,Sub-Ex
783,2/10/2018,6:41,4e8ae234-efbf-4030-9be8-b16bee9d5f4e,10.49.144.53,153.95.36.246,Tempsoft
784,7/29/2018,18:18,bb2fd8da-aaaa-400b-ba8c-08adfd8a33ef,147.53.242.1,41.118.160.31,It
785,5/7/2018,11:59,e181fd91-5195-41ab-a23f-9eb649db20e4,63.88.193.185,186.162.132.16,Hatity
786,12/18/2017,21:22,f201efa1-b039-47c3-8e26-feb3911d5cc8,14.138.206.247,120.238.64.224,Domainer
787,1/19/2018,3:59,be905a3a-ac58-40ac-98c3-2b2fa75ff269,182.230.85.144,8.32.200.150,Zathin
788,5/4/2018,23:34,e4d1b4b3-250e-4406-895a-0b294b61156f,134.21.217.41,9.37.165.3,Daltfresh
789,12/30/2017,9:31,c7c08edd-4fb9-48cc-aebb-0f3dc42298c5,172.113.179.244,16.157.174.182,Bytecard
790,5/7/2018,16:15,feed66e8-2893-436e-a762-53cfeee665d2,71.242.60.62,87.245.19.238,Fixflex
791,5/29/2018,7:29,cb5477bb-67d4-4f27-b8a9-ba7c32ff3737,185.151.95.96,27.156.175.159,Overhold
792,4/20/2018,19:57,4796c101-7033-4165-8569-c3a1e83249c0,209.127.108.219,170.108.199.203,Alphazap
793,9/8/2018,19:35,5b6e0a70-86ef-4106-895c-c875869f8ff1,128.130.136.217,36.231.38.4,Keylex
794,9/1/2018,4:31,c2cc0db8-69a6-4cde-a4e7-cdba172f4e45,199.129.219.107,185.223.44.37,Bamity
795,2/24/2018,6:23,34e4b2dd-3cf4-44f3-887d-cd71aecbdf96,250.199.199.64,27.235.207.220,Stronghold
796,1/6/2018,20:39,353fe0eb-7cb1-448e-823d-1c7c7d3ebd68,103.192.170.26,115.176.132.62,Veribet
797,1/16/2018,19:31,863c87fe-ef0c-4672-827e-e7a2fd66b867,7.172.158.168,68.121.17.190,Tempsoft
798,6/5/2018,4:32,47f99b5d-af22-47e6-84f5-5b594155ab1d,119.54.76.135,79.190.233.90,Zaam-Dox
799,6/7/2018,10:07,2d85ef4a-5181-4b03-a77c-eda83654bc09,23.173.192.46,174.97.186.4,Sub-Ex
800,12/20/2017,18:38,43dcd64b-1cf1-4b45-a137-b0a8f0adcd14,38.206.59.80,32.45.117.133,Fintone
801,6/27/2018,10:45,a2389b72-8023-44bb-85a8-8cb24cad1aaa,146.174.81.144,206.211.26.6,Y-find
802,5/7/2018,7:51,a52b810a-a40c-4393-9a22-c24b5d13f1c3,27.152.120.207,252.167.232.20,Tin
803,2/18/2018,23:15,a60eeeea-90e7-4365-84ea-c621243b95b3,242.255.175.166,14.155.161.78,Stringtough
804,2/21/2018,9:09,99cf1f9c-a930-4af5-a397-669acbcc449d,42.209.235.127,105.65.7.59,Transcof
805,4/2/2018,2:30,31190021-c24d-463c-b14a-96b3a7e33de4,248.135.86.209,9.177.30.230,Fintone
806,2/24/2018,13:13,08559400-1e60-433f-bbce-84fcb432e342,121.116.251.119,218.95.206.129,Stronghold
807,2/25/2018,14:54,a9e66baf-8212-4787-aee6-b0708e2d96b8,124.77.12.151,147.253.231.217,Fix San
808,12/15/2017,6:26,afe62aaf-b90b-4ce0-b11a-2f295850a7c4,20.126.209.66,175.231.171.113,Gembucket
809,5/10/2018,7:53,13f9eb01-463d-4718-9d20-5542c7f5310c,21.111.196.202,2.162.240.208,It
810,6/8/2018,13:22,72adc01f-4399-4f2c-9bcb-9d265724390f,111.83.89.174,28.219.53.223,Stim
811,9/1/2018,3:59,3044fbc2-7a8e-44f4-9dc9-44f5b624cc86,121.102.104.241,110.49.174.58,Job
812,2/3/2018,8:56,b8029479-3676-4aa8-88e2-a29768211d3e,102.184.227.5,149.47.102.250,Y-find
813,4/5/2018,19:17,d818d1e2-8184-4aca-bde3-a906c00cedd7,226.187.150.3,12.97.127.30,Gembucket
814,11/14/2017,19:12,3b8fb212-8e60-4b7e-84ef-e3a95ce7181c,255.27.145.88,51.228.247.31,Bitchip
815,3/18/2018,14:55,6ead081c-49ad-436b-97a1-dc8222a477c5,94.170.24.201,76.117.181.47,Latlux
816,9/23/2018,4:10,fad15e7c-81a0-49e3-9375-d96ebf75ec2c,51.10.100.247,103.99.67.244,Fixflex
817,10/10/2017,6:00,31d46eaf-7950-4bf8-96ee-6c2e23a937c9,70.56.59.22,183.71.179.98,Y-find
818,11/28/2017,3:36,7fa91464-50b9-4383-9046-341365c65abb,2.48.247.39,209.7.64.153,Gembucket
819,2/14/2018,1:07,62ace59b-129b-471b-9e0a-a9948b6ac5bb,80.254.30.1,138.163.114.42,Redhold
820,7/17/2018,5:58,c3838293-56dd-459f-b31e-4b70d9d68e07,253.142.164.242,231.39.134.206,Treeflex
821,10/2/2018,4:45,e0947b96-c3c9-4861-8896-0de491b6e48a,25.35.125.172,67.49.183.58,Zathin
822,9/16/2018,6:33,94e276fc-b2f5-42cc-bb3b-db478fcd2afe,24.99.252.40,241.137.140.105,Ronstring
823,5/22/2018,19:22,4d60574c-0f90-40b9-b9c9-b277ceb62162,43.22.84.235,7.185.190.120,Trippledex
824,2/8/2018,5:25,33168f0b-021f-4341-9117-b6fe71126d13,5.30.131.74,207.220.227.183,Cookley
825,6/14/2018,12:22,266d011e-5e1d-43f4-9639-503062d481ca,233.118.28.53,133.89.255.58,Konklux
826,7/23/2018,12:56,ab43dfc2-a05f-45c4-bfcd-1c94f650584e,141.79.98.21,232.207.199.61,Voyatouch
827,9/19/2018,17:57,b59c47ef-e041-42b7-b502-ca1dce1deecf,169.66.41.204,85.181.37.237,Otcom
828,5/28/2018,21:04,3c86353a-7038-4a12-b5cb-d31907200239,84.216.145.41,91.3.251.71,Sonair
829,2/9/2018,8:33,52b99c58-3d65-454f-a62a-b5c181f2384b,154.218.194.197,148.45.97.23,Tres-Zap
830,3/14/2018,2:53,d31646cb-7cea-4b88-ab34-6b94163d3388,59.164.206.201,10.79.198.171,It
831,10/6/2017,1:16,b36fe8d8-4983-4c9c-98de-9d6b8eba2ece,80.43.74.116,191.203.224.85,Asoka
832,10/8/2018,13:15,931ff8f9-ed3f-454e-b450-cc273635ea7d,138.143.212.6,232.37.209.179,Y-find
833,6/6/2018,23:16,3eb75021-cba3-4369-aca3-1f41d7dcc39b,72.223.59.211,211.180.127.153,Mat Lam Tam
834,12/15/2017,6:30,3a756499-a99c-41ec-97cd-d464036f1272,192.25.251.146,171.144.23.3,Alphazap
835,3/17/2018,19:33,7c7d43c6-f8d8-4b90-a3f2-ca0eb9fa6f46,179.22.116.64,255.40.21.200,Asoka
836,9/4/2018,4:23,7bd821b9-d909-4add-9c4b-e4b8946d5b1d,96.29.94.43,131.52.143.138,Flowdesk
837,6/9/2018,16:12,d3d3df9f-15a8-4428-a56f-dd10f8b975ad,232.117.30.209,8.193.89.216,Latlux
838,12/29/2017,10:15,d07a5270-38de-4fc0-9b01-8da59f19ac51,183.62.68.42,43.43.157.87,Fintone
839,1/21/2018,16:24,2b696d33-134a-49e1-8247-1a36e761d596,40.183.164.152,209.223.151.12,Treeflex
840,9/23/2018,15:47,f1f76582-6258-4ba3-8d0d-0acb58878a82,127.140.164.115,223.112.20.201,Sonair
841,10/14/2017,20:12,6376ed21-5114-4eeb-b8ea-fd637dcd1d4d,57.243.163.29,198.167.45.54,Job
842,2/28/2018,23:04,3adeac77-fa37-4a2f-9c61-e65e9bfefc88,91.103.64.87,220.54.242.1,Bigtax
843,4/16/2018,15:45,636f3f13-ec83-445e-acac-a7e3d1585336,101.8.181.108,99.247.156.124,Vagram
844,10/16/2017,20:05,d68b039c-0dd2-4241-bad8-7bd1932cca7b,174.162.146.10,146.82.61.56,Flexidy
845,11/26/2017,0:42,316e2592-30b7-45a9-9000-017999299c5a,129.33.149.80,63.171.24.54,Ventosanzap
846,8/22/2018,2:16,f2345e9f-0df8-42e5-a06f-2d0458525a24,118.61.233.243,155.93.100.98,Voyatouch
847,10/30/2017,7:58,1ee2b257-c40b-41ea-bf2d-d2118aab1527,84.221.187.75,130.52.225.191,Span
848,3/22/2018,18:44,12c5ca3c-0394-402d-b592-c1eddd951034,134.240.91.104,19.42.34.39,Sonsing
849,1/29/2018,13:05,fa3ac051-8d19-451a-b957-56227615ca13,43.111.37.120,2.223.92.67,Y-find
850,9/21/2018,6:09,b4b741be-bd91-44de-b6ab-78ce4b719a0a,242.246.47.11,160.31.113.206,Zaam-Dox
851,8/18/2018,12:10,2f99bcf9-9e5d-45ce-8f33-42d4b542d21b,207.230.223.79,111.251.75.14,Tres-Zap
852,9/15/2018,2:34,4cc6e4fd-13e7-4e30-b7d0-d098fc28d541,238.215.163.37,184.132.166.108,Opela
853,11/26/2017,6:37,5fc60a0e-fd39-4cb3-87c7-a8cb4388462a,166.145.21.74,89.91.17.136,Bytecard
854,2/14/2018,3:54,46a8a66b-882d-4a93-8d6a-cda3612a10a6,164.107.43.57,192.187.213.167,Zathin
855,8/24/2018,23:04,d55fa34f-23ad-4137-b89f-2e74ff95fdd1,118.251.154.1,0.130.137.38,Trippledex
856,8/17/2018,22:23,5ab7d9be-a865-4b09-911b-e14fc970dee8,19.154.95.10,171.77.10.85,Tin
857,11/28/2017,16:21,95c229d8-571b-42e1-bcbf-2a558ed0e6cc,208.44.49.38,1.239.145.34,Fix San
858,9/23/2018,4:30,2a4a3223-9269-4393-8949-5fa58663072a,82.138.204.42,81.243.136.136,Span
859,2/9/2018,15:03,783ae45e-fa91-4e3d-b8b6-4b2373b2fa5c,210.221.21.237,225.222.15.240,Stringtough
860,11/26/2017,2:54,55acbda9-acbe-47dd-a20a-0c3d313090b9,135.238.107.179,88.195.224.75,Bamity
861,12/1/2017,12:23,9ccb7ba5-ba80-4204-852e-80e4cad7db51,157.249.0.154,58.118.8.125,Home Ing
862,4/28/2018,19:30,3fe12681-f063-461d-bfd8-f44c8967aa98,145.214.235.102,165.29.45.103,Veribet
863,11/19/2017,22:21,93db4167-a384-4dc3-9c4d-e42f434dc86e,64.222.157.174,37.159.226.4,Biodex
864,8/13/2018,22:52,1e50c0bf-f9da-4671-8045-2875d2595592,248.111.216.160,26.222.131.193,Andalax
865,7/23/2018,0:44,fdc0be8c-9cdf-4997-aaa6-6d01f0d6b2ea,11.59.136.160,120.130.58.118,Aerified
866,12/24/2017,1:22,8bef793a-de76-4cde-982d-3a9c757c2396,59.207.229.186,22.190.32.33,Trippledex
867,3/19/2018,6:37,c201a7e6-422e-476e-8dfa-25ac8e5f544b,200.4.102.43,162.128.109.53,Sonsing
868,4/9/2018,15:42,90206dae-ad89-424c-b2c8-be106b6de225,205.79.142.83,68.239.66.243,Stringtough
869,5/17/2018,0:02,957c7a95-0ac9-44ed-bc4b-df9033b3c806,17.31.36.248,207.149.8.93,Fintone
870,4/30/2018,10:52,3e24ba30-95c2-4ef9-a94b-a5d58ec8bf5d,46.130.81.126,185.215.177.214,Bytecard
871,10/21/2017,17:13,72f92fe1-69f6-4839-bbdb-3fa4f7047f00,100.39.169.194,136.45.223.112,Ronstring
872,11/18/2017,22:35,b9ca7d44-3345-4fea-b437-e4188d6cf035,169.72.61.51,242.177.23.137,Hatity
873,9/20/2018,7:21,070c3aeb-63e3-4ca3-a002-1da7e01a8180,101.158.82.115,127.226.133.206,Zathin
874,8/1/2018,23:08,6d55767e-531d-4444-96f4-5ad15631660b,164.78.153.199,1.148.188.175,Tin
875,5/18/2018,10:38,0c81d127-b583-4d61-9dab-7b5c18bfd5cf,116.119.142.33,84.251.99.236,Zathin
876,10/5/2017,5:46,940d6049-c614-4c00-9689-10863f12418a,140.19.237.118,74.101.27.181,Tempsoft
877,5/8/2018,13:58,46da9586-5f9b-4201-b763-d3cf147c08ce,244.65.78.6,22.142.88.20,Ventosanzap
878,12/6/2017,23:16,46226b3a-d1de-4fdf-81c2-55ff20f15dd9,144.249.205.150,221.80.12.84,Asoka
879,11/25/2017,19:10,d685b2ef-4a40-4298-a9a8-2b56cf9aa270,115.82.189.5,208.103.130.179,Prodder
880,3/8/2018,3:52,d66bcac8-e911-473d-9202-81fb28bb7778,62.239.234.58,166.7.82.136,Duobam
881,1/10/2018,17:29,1cf7b969-2687-45da-87ab-f9a16095f479,190.33.207.171,72.59.104.250,Bitchip
882,7/25/2018,3:23,8c6f5546-8717-4973-b8c1-79781fad186f,224.99.55.175,56.160.1.21,Zaam-Dox
883,11/23/2017,12:14,694e6966-0b9e-4c44-907d-24634aaa3ced,220.204.121.207,4.39.230.226,Stringtough
884,6/18/2018,23:38,a042f8d3-9180-4362-b15e-42484946529e,248.86.222.72,169.173.24.163,Treeflex
885,4/28/2018,14:19,29893846-9524-4b30-9beb-0a07c3be1e79,12.211.204.240,222.24.218.100,Viva
886,6/22/2018,21:17,0394d8f0-62bd-4e4a-832b-0e3c2b477cfc,193.167.104.243,11.230.108.154,Treeflex
887,9/30/2018,1:08,5530233e-033c-4768-a157-a74769e9e915,132.198.186.63,16.129.17.252,Greenlam
888,10/23/2017,3:47,8d5f2a05-2318-45bd-b46d-0d624b25d755,154.38.40.146,169.153.131.29,Otcom
889,1/10/2018,10:50,6e9158ab-cf82-46d5-a64e-dd0820b92ee8,192.130.29.154,174.19.240.94,Flexidy
890,10/10/2018,17:36,3ad024fd-7a06-46df-a1da-33d7278d3509,201.195.84.93,125.149.75.200,Sonair
891,11/3/2017,13:02,de905e0c-3aad-4214-a371-6f913d53580f,208.251.71.64,213.224.197.253,Subin
892,2/2/2018,13:11,daccd6ba-9c03-4f93-aad5-7bf04a74ddec,214.183.56.78,23.102.29.69,Voyatouch
893,12/22/2017,20:18,22ca450a-edda-43a0-8c36-99c435018344,28.198.124.240,186.115.40.12,Tresom
894,9/10/2018,5:19,6938459a-d9b5-478c-930c-4cff7323faef,177.30.176.243,56.227.178.216,Pannier
895,1/15/2018,22:46,36df5d3b-c114-4980-97b8-ada28278db67,77.55.252.122,217.210.147.84,Opela
896,10/29/2017,12:59,b060a554-992a-4048-8767-20f405344cb5,28.244.163.66,249.170.160.252,Ventosanzap
897,12/20/2017,15:36,337b539e-d4c2-4f4d-963f-1addfb0348d3,184.70.3.49,79.71.101.87,Wrapsafe
898,10/13/2017,3:24,ba35535b-d641-4678-9735-4368607761f1,73.46.245.82,15.159.100.59,Transcof
899,7/22/2018,4:55,430026e0-a191-43b5-bc2c-f3f3ebc230ff,97.153.204.18,237.34.32.9,Transcof
900,9/21/2018,3:32,7cf38e87-c8b5-4686-98a0-88593a6dea09,38.147.26.229,30.223.195.100,Solarbreeze
901,10/26/2017,8:19,51c892aa-ccbb-437f-942e-62a3725951ce,166.109.136.75,233.70.163.56,Duobam
902,5/28/2018,22:40,38370fea-a722-4384-89f0-e99517756d90,70.227.125.151,101.71.135.169,Temp
903,6/27/2018,2:11,ef52b50b-9e3e-408b-bc13-1cc681237167,241.211.255.192,86.165.173.51,Tresom
904,5/18/2018,6:14,aead320e-2b88-47cc-8952-f31888fe9d02,106.80.213.236,125.140.103.6,Zamit
905,7/21/2018,14:42,957e6d8f-5c13-4a50-ae70-fc54e014974b,171.229.113.144,40.233.34.126,Redhold
906,12/21/2017,2:38,49cf7d34-73e6-4fb8-b3db-3c28d293b58a,14.212.136.169,149.248.233.116,Daltfresh
907,10/8/2018,19:54,982dd296-98ec-4ab7-b040-9fdc93c9a3be,184.81.35.227,177.93.118.130,Otcom
908,3/16/2018,2:57,2eb78ced-e31a-4a92-a97b-fa6155eea63e,129.155.6.158,248.234.84.96,Span
909,6/15/2018,21:18,7227ebbd-271d-4ec7-87f5-1b5c0b7116e8,81.7.178.181,134.210.234.196,Bigtax
910,8/24/2018,9:10,bf258f26-5f4d-4186-b55b-c0b3ad3a5884,70.116.225.78,182.47.18.89,Y-Solowarm
911,12/15/2017,17:50,01f9d3fa-23a7-473f-bb97-844e7eb1834b,106.194.100.144,168.88.98.64,Zathin
912,10/9/2017,15:41,fc582f1a-1a2a-4e0a-93f4-728c624d4cf2,176.214.1.126,10.100.77.132,Ronstring
913,12/13/2017,8:02,5ebaf880-d598-4b97-b40f-e62b72f30aba,160.15.86.42,44.157.225.58,Zaam-Dox
914,12/27/2017,7:54,e71c8000-3d24-45f2-9183-86f7d5c1524b,10.43.40.145,120.165.59.193,Bitwolf
915,4/17/2018,6:08,d0f2c823-6cf7-4212-9503-c1f9331251cc,188.193.140.126,39.163.136.176,Zaam-Dox
916,8/31/2018,23:45,2b711433-a6c3-4c77-abc7-196583f4b35f,82.85.117.9,106.104.235.140,Namfix
917,4/11/2018,13:07,2d793759-ab36-47ed-bae3-5b3308ab6295,238.208.130.135,253.80.31.100,Fix San
918,1/24/2018,18:25,4fb5b5da-3467-49d5-ac4b-5f72b1023f25,48.114.103.208,234.114.226.27,Home Ing
919,12/25/2017,15:06,31611409-9245-4ee3-8339-4c9ccca1f0bb,217.223.246.137,43.95.35.153,Redhold
920,4/15/2018,19:02,640d1060-d06e-438c-9a4f-8fa3e17b6b01,3.214.188.99,87.49.96.198,Regrant
921,7/10/2018,5:02,14b2d361-8b1e-463e-af5c-514fcba06e79,177.224.166.5,174.220.11.234,Sub-Ex
922,10/9/2018,17:22,83e4fcd0-c8da-4085-b572-9fd1809775a9,34.162.239.18,44.122.152.213,Span
923,2/7/2018,7:49,4278cdac-4905-4148-b916-1192e539b2e6,222.94.148.25,104.169.77.166,Wrapsafe
924,10/16/2017,19:59,a1efe057-a944-4fd7-8205-2a52e1eae2d4,208.40.2.141,38.10.81.113,Latlux
925,5/30/2018,4:51,2418df77-c2ad-44d1-a15a-05529b1d6eac,252.252.172.168,37.147.11.176,Andalax
926,4/13/2018,22:36,9e2fd6c6-af9e-41fa-8068-b33a8eb34d06,185.88.10.3,54.79.169.133,Duobam
927,6/22/2018,3:18,1fc4819e-44ea-464b-a7d2-d693e28990ac,84.59.45.35,27.157.91.153,Mat Lam Tam
928,9/29/2018,23:05,f0263aa7-b18f-430d-bdec-0cdfe2d6f6f9,190.246.159.130,52.74.176.198,Voyatouch
929,5/5/2018,9:16,818617a0-5f80-4c7d-a5fb-349c34b84bb1,180.179.188.252,70.85.72.21,Fix San
930,3/12/2018,2:30,b924cd69-7376-49aa-9c35-02f0ef34acf3,32.10.235.0,171.38.138.247,Fix San
931,10/4/2018,0:17,d10ae3c3-b58b-47d7-8bf2-964e61e5b2fc,183.222.93.14,62.7.41.203,Stringtough
932,3/10/2018,7:02,37bf0794-49cf-44ff-b0ea-cdc20b931964,156.49.169.42,71.215.96.93,Stim
933,12/23/2017,4:50,ced6bb5b-ebc9-4f94-8db6-7afbc7ea94c7,230.16.16.8,9.91.22.68,Tampflex
934,11/29/2017,1:20,8f818f33-9900-4698-afb1-07b06d8e9657,151.31.20.3,132.67.231.30,Bitchip
935,10/14/2018,16:17,23a3b559-04b5-4f4d-8c46-e86e39349ce9,10.202.96.20,191.239.23.127,Fix San
936,6/29/2018,9:17,b1c65e96-1545-4622-9e46-9bb710152ffd,122.120.53.91,244.255.254.37,Keylex
937,9/7/2018,14:27,f19979d5-b147-403a-8906-d350e1b00bfa,3.87.142.175,44.54.95.0,Treeflex
938,7/25/2018,12:34,69d52eb0-ae3d-4e10-bfb9-afe464cabcac,254.231.151.208,239.39.230.228,Pannier
939,9/12/2018,9:26,becedfb2-74b3-4db7-884f-6e412509342c,170.211.24.246,55.189.12.46,Redhold
940,10/30/2018,3:45,21dd6fa8-387d-40ea-8e7a-c632ba695a0e,158.7.132.51,56.59.83.215,Tres-Zap
941,7/2/2018,21:51,687568c7-e44c-4c2c-9d72-d158f0902d10,91.219.142.29,248.43.41.93,Fixflex
942,10/14/2018,2:47,c60c1614-a487-4a92-a10c-1046e1c7ebe4,104.216.153.198,237.254.100.144,Fixflex
943,5/28/2018,13:57,09a9f445-0f46-4d3a-8697-9087148118bf,210.10.128.250,149.42.174.47,Solarbreeze
944,1/30/2018,7:02,975a4e30-5dad-4c8b-9374-cc094bac9a8a,191.207.184.67,17.235.198.39,Otcom
945,10/21/2018,10:53,6ea3068b-5985-4559-8c79-c0093221c130,1.200.131.202,84.83.91.243,Greenlam
946,8/7/2018,11:34,01d67858-358f-48de-b34c-67ada21cfc41,240.92.181.172,59.253.29.147,Namfix
947,4/24/2018,23:53,14617145-142b-443e-9d74-b06d12aa8f7c,9.203.47.35,156.186.29.234,Greenlam
948,8/8/2018,20:56,0e458207-c5e2-4187-9eb5-9fa4cce7a8c9,115.184.215.14,23.194.219.148,Bitwolf
949,7/28/2018,3:07,734d1920-1e3b-4754-8548-f6eb6bdd6b0e,96.25.195.54,168.0.86.60,Zathin
950,7/7/2018,0:31,e2901c9e-ee31-451a-9291-fdb4b866b9af,76.34.159.229,147.13.144.89,Vagram
951,6/22/2018,9:34,a88027a2-b890-4e14-b638-0035a50b697d,16.249.161.48,193.16.126.252,Toughjoyfax
952,12/7/2017,11:27,86f766d5-dac9-437c-a3f0-5f3c87040c80,116.122.125.109,33.147.159.250,Flexidy
953,5/18/2018,6:51,e11e20b8-a828-4399-b8f7-6cf389f4577c,56.181.4.178,172.116.151.13,Namfix
954,1/13/2018,19:03,43333868-f4be-4c66-a04a-ecb8b608d062,105.116.32.110,27.116.73.223,Asoka
955,7/11/2018,23:52,79a78fdd-1762-488c-9350-72a42e8dd787,254.143.27.129,51.5.235.191,Konklab
956,10/2/2018,23:17,a04522ef-410d-4fd8-9b98-b6d1da2deb92,251.161.134.141,15.151.94.5,Domainer
957,7/1/2018,3:44,6a378b1f-4fce-470b-90de-360009bd21ee,196.220.124.24,116.10.45.87,Tresom
958,8/26/2018,9:27,9074f741-2980-4ed8-b110-141de0901ebb,113.108.154.28,79.22.206.38,Alphazap
959,1/27/2018,1:12,f07339da-5167-4402-bb3d-a51f40d26d31,21.111.90.111,103.138.86.162,Stringtough
960,5/19/2018,17:31,23e77926-4591-4954-b1cc-09f06dd1b2db,123.246.181.4,17.46.196.214,Tempsoft
961,9/30/2018,21:35,e6671499-19cb-4582-9d6b-c51e5f297067,213.74.143.9,197.7.133.221,Y-find
962,3/15/2018,8:23,fe1a1a35-e530-4063-9c4f-fde250adcf5f,57.94.241.41,83.42.202.92,Lotlux
963,9/17/2018,2:46,d38c84c3-a45e-4a53-9d4a-29e1f1b1ff13,32.58.233.17,213.203.164.147,Namfix
964,4/14/2018,12:10,de5d104c-64af-4607-991e-f611dd2f8554,24.107.73.39,93.246.165.215,Regrant
965,5/24/2018,3:04,2889c4cb-74a0-49c1-a218-c1c4d051fa37,183.7.19.229,184.99.17.113,Duobam
966,11/5/2017,1:32,a6615441-fa01-4d82-8f5b-b44e5e625de7,78.54.241.16,216.14.46.173,Matsoft
967,10/13/2017,4:43,77768ce9-9445-49ee-af44-f8ac96d5e8ed,105.251.191.238,131.141.191.38,Transcof
968,3/13/2018,3:48,7a650da6-cfc2-412e-aeed-d6597c61d102,170.106.90.213,253.19.60.22,Tres-Zap
969,10/26/2017,4:32,a0aeff9e-ab57-40e6-8037-961c2d8d27f4,32.132.30.72,132.131.194.189,Y-Solowarm
970,10/23/2017,16:37,6b5ffef3-b56a-4e80-b69b-e971aca4228d,135.229.108.238,174.137.253.229,Transcof
971,6/16/2018,9:04,13b9ca3a-bd57-41cb-b04a-fe2e40b7f7b2,252.126.234.108,155.66.141.11,Konklux
972,4/28/2018,21:09,1b17a509-54b5-4571-959a-b4018103f6d0,186.197.135.64,43.0.149.126,Solarbreeze
973,1/2/2018,7:59,7473297e-e972-42a1-b8e2-1feb3aaf1af9,151.138.49.232,175.233.77.254,Duobam
974,5/9/2018,13:32,fb96c7a3-f425-4beb-b214-9a0b71a636f1,195.145.131.177,77.27.127.162,Bitwolf
975,1/11/2018,19:57,0e72b58c-2c26-471a-bc5d-53b2e8ad6a0f,47.52.122.144,66.64.140.62,Sub-Ex
976,8/27/2018,12:18,fbc4f590-ef7d-4e30-8ccc-4c9247a5ed14,159.242.71.177,174.10.11.24,Flexidy
977,8/5/2018,13:10,8209c57c-5e5d-4a2c-acf5-8e4bae6aa71a,171.10.33.15,85.70.44.168,Subin
978,12/22/2017,9:58,ed738997-e50d-4ba2-a9dc-e95d9484a4a1,63.91.242.159,15.204.102.175,Vagram
979,10/4/2017,13:36,3716f566-29c0-4512-ae3e-33ba338bb78b,95.133.168.47,194.243.83.224,Zaam-Dox
980,3/16/2018,1:50,ded1e954-422f-434e-a39d-436b3f540a16,87.110.171.194,116.154.119.231,Tampflex
981,1/20/2018,8:11,0ce2be2b-f065-47b9-bc75-98c68d5ec7fb,216.227.157.108,130.241.139.223,Wrapsafe
982,2/25/2018,18:01,48d16667-5d47-40f7-ae15-6e7123410ec1,111.242.149.9,105.108.222.80,Home Ing
983,1/10/2018,8:02,6ef35c1f-5c15-4508-bb3b-4ced8a818520,73.170.51.102,142.152.73.196,Voltsillam
984,9/23/2018,5:31,84560e1a-74d0-453f-a160-eead5dd21214,249.71.106.69,150.155.5.115,Bytecard
985,5/18/2018,20:59,c8083084-415f-4efa-8d25-2f931b40587d,84.181.73.255,144.116.202.206,Fixflex
986,7/10/2018,3:50,51194317-dfd6-47cf-98b4-3642d215eeda,248.49.122.109,79.150.25.39,Sonsing
987,4/17/2018,2:44,955badd0-6e33-42d7-b3f0-7b8a451dba28,33.154.133.132,202.115.19.5,Zaam-Dox
988,6/16/2018,17:07,0a06a42f-41d8-4846-bcfc-d6c29e6eda6b,142.210.217.224,97.147.224.75,Cardify
989,2/7/2018,14:56,3cdae042-e2e4-4bfa-a84d-6490ccfe94c5,37.254.208.169,178.218.37.61,Stronghold
990,3/24/2018,6:35,3236a72c-664e-4e1e-a7d0-38fad24f9720,2.96.76.23,33.94.9.225,Domainer
991,5/11/2018,7:45,dd275bf5-f7b3-4a5a-8eff-bd3648ff50cf,244.15.142.6,153.26.4.73,It
992,8/28/2018,13:01,12616328-4ed6-45b7-a21a-6a8262d0004d,246.239.8.67,11.153.162.122,Mat Lam Tam
993,4/22/2018,11:30,9405f860-7f47-487b-99c0-6da35433b2e9,121.150.229.126,153.113.16.0,Y-Solowarm
994,3/15/2018,2:40,5b158647-533f-4618-9b09-9c615f309f7c,10.173.76.99,69.146.10.98,Fix San
995,2/23/2018,4:19,807ce5da-4c7d-4b1b-9c1c-5beb4d610154,203.160.64.119,123.17.78.166,Alpha
996,6/25/2018,21:20,390df20c-16cf-4e6e-9191-fdaf5e487ce6,207.42.222.180,102.1.118.160,Zathin
997,9/12/2018,23:26,adc17bfb-1b42-463d-8895-2fc07b018e0c,42.90.137.59,224.7.164.5,Viva
998,6/2/2018,16:07,16fa1078-5e8c-40f9-be82-5a866a780f05,244.177.84.156,65.32.219.18,Matsoft
999,4/13/2018,18:16,a5413893-0105-4501-aeb7-a0588679f1a5,118.159.28.250,132.209.191.254,Tin
1000,3/26/2018,22:21,a6b3e337-f860-4133-8096-21b49d02322c,240.146.182.84,115.131.189.18,Flexidy
1,2/5/2018,15:25,53b378b5-dcab-47d8-8ca9-873366b01c97,121.63.9.42,156.238.149.206,Flowdesk
2,6/17/2018,18:52,48721af1-38c8-4ecf-8f33-9709708ee93f,27.249.218.202,233.49.106.170,Rank
3,7/27/2018,9:41,d32979a8-61dd-477e-8757-858cee4a5d5c,190.254.223.34,32.153.159.243,Tempsoft
4,1/13/2018,14:58,e6893331-407a-4f38-bf08-2f889716c2ec,129.68.140.22,198.4.252.245,Stringtough
5,10/19/2018,7:01,70533e41-ca38-47ec-b22b-43a58aa0ed92,249.80.137.123,226.201.254.173,Aerified
6,12/11/2017,3:55,043a9d7c-b828-4ca7-a7aa-bc557fe382b6,70.134.142.119,105.161.69.182,Namfix
7,4/1/2018,6:56,6cfc71a7-41e5-4d47-b82b-97063575ec09,172.205.78.175,129.81.179.10,Treeflex
8,7/22/2018,5:38,c796769b-8f33-4bf8-9814-650f67e58c89,3.58.117.154,104.69.27.155,Subin
9,6/11/2018,1:56,63709fb9-db2b-45b8-ae97-ef3e3567c07f,82.53.245.144,165.159.155.160,Tresom
10,4/14/2018,9:40,35f53cd0-b536-4b43-b7fe-2145b6c9256c,169.2.1.87,118.33.66.107,Bigtax
11,10/22/2017,15:07,590c9d21-8068-4e76-8c4b-ab68fba674ed,134.26.31.36,60.248.191.248,Solarbreeze
12,6/14/2018,23:09,c28b91cd-5952-422f-920a-9b0c8340af41,11.213.169.53,42.83.66.33,Tres-Zap
13,7/16/2018,21:15,397a865e-effa-4c28-8616-e777e401c3a7,96.47.21.181,205.203.96.123,Bitwolf
14,10/7/2018,20:51,1fd93956-0aa9-4f11-8dd2-21ae1698d153,197.248.50.144,127.114.210.16,Zaam-Dox
15,5/7/2018,17:06,e2f9cef8-0bb9-462a-9ccd-d36c108fc33d,88.121.113.153,137.47.100.56,Sonair
16,1/29/2018,8:20,794bc79d-b665-47aa-9a4e-da62ac0be6b4,187.11.89.192,70.155.152.125,Voyatouch
17,3/11/2018,16:08,698bbfed-41f6-4178-98c9-5403e06af82f,53.254.34.46,157.43.114.253,Job
18,7/16/2018,12:00,59563839-8977-4ea8-917f-b9008f10c6bd,6.101.75.60,200.83.216.127,Bitchip
19,8/4/2018,23:44,e5b3e8cd-12da-43c4-a801-37037910cefb,200.147.8.76,122.43.227.199,Job
20,2/20/2018,22:38,20ab3f63-c00b-48e8-bfd1-42f98b74ab77,131.225.165.78,144.52.107.218,Vagram
21,10/20/2017,21:05,a40968f2-5a1b-4c87-9962-a9013d34721a,235.255.53.103,52.242.161.168,Quo Lux
22,9/16/2018,18:03,82aa66ca-5bf8-403f-97a3-34864ea35fbd,199.35.155.18,53.57.85.184,Keylex
23,12/15/2017,20:26,b8159590-3d7b-4e75-999c-cbb61518ecc2,126.189.94.192,51.209.208.126,Duobam
24,10/27/2017,6:55,3a705722-5653-441d-bef1-c1fede58045f,62.165.88.255,28.113.252.223,Cookley
25,7/7/2018,5:46,1c99d367-4dde-4d87-a261-a2c7e0ec4eac,136.147.109.245,45.193.221.38,Y-Solowarm
26,4/1/2018,23:30,3ede054f-5b71-4101-a9be-04d51e738aba,205.18.199.36,116.119.74.249,Latlux
27,3/23/2018,21:21,51cf9ade-ab90-4dd8-933a-e6f4169de967,30.163.60.77,165.32.24.80,Temp
28,10/26/2018,2:40,c6d99778-642f-413a-aef1-fc63b1d929af,236.160.170.235,213.73.64.209,Sonair
29,9/18/2018,20:57,53773fb1-571c-4b50-95ee-39295dbcfdf1,177.84.62.83,14.85.89.13,Zoolab
30,2/10/2018,2:21,d8326f16-a860-444c-b633-3e9b75ca0ddf,137.203.189.130,163.114.158.192,Bitwolf
31,12/20/2017,20:50,d61f79ab-ea3e-4815-a249-61bc428807ed,206.171.65.154,216.98.28.193,Duobam
32,12/18/2017,4:18,75350b8a-3529-4257-9211-51df1f59f6c9,189.12.247.79,234.80.59.181,Flexidy
33,10/3/2017,13:01,df62554c-0248-47e6-8e73-cd1b56d7be95,97.239.229.212,177.214.109.180,Tempsoft
34,10/18/2017,13:35,a6fd4ad4-176d-45ce-b49f-e4c322f8f52c,213.180.91.255,159.20.49.127,Asoka
35,8/15/2018,14:55,289d1679-6687-4c8c-b318-4f66611883e9,114.33.242.165,189.180.226.8,Y-Solowarm
36,3/11/2018,22:40,b8cb0e71-b3df-4c8e-932c-9e0a926a094f,245.17.18.231,229.73.185.108,Zamit
37,1/8/2018,9:33,c370b442-52fd-4f3d-aee4-9f5d1b305ff7,156.211.247.140,255.171.175.210,Sonsing
38,10/25/2018,14:07,c2c0ca35-152c-4cb0-bcf7-57ab82e57d26,201.206.67.186,55.125.76.39,Stringtough
39,5/3/2018,10:29,613a7045-c6dc-49c8-8aca-a01ccd4af35b,65.43.101.124,17.182.39.155,Greenlam
40,9/1/2018,18:15,7d1eb5e7-3a23-4e0e-b4dd-87a4fa6cdcd8,75.219.87.231,180.156.7.91,Biodex
41,12/11/2017,15:22,42f88f60-17da-4409-815c-3136155a637a,36.160.167.129,48.131.168.129,Matsoft
42,4/23/2018,21:25,b1ab48d6-51b7-4d7d-a968-80a1ace81cae,206.190.34.75,154.220.84.187,Voyatouch
43,11/12/2017,9:06,8915b3ac-4141-42ff-ac2a-3c7cabcee170,54.177.149.27,136.233.232.122,Opela
44,3/6/2018,14:21,23c94a5c-bff7-4543-8166-c811954cf236,174.100.4.56,3.234.160.203,Fintone
45,12/5/2017,16:27,e6354921-91e4-44e2-87af-66739950f8d0,144.67.28.226,84.95.111.111,Regrant
46,2/14/2018,23:02,00a32abf-0b67-4a92-a02c-434d8cad8d3d,171.78.15.119,201.168.188.57,Bamity
47,9/19/2018,18:06,9b527d8b-4291-4291-814c-57fbec1e5f5f,127.251.95.162,118.55.82.104,Wrapsafe
48,10/20/2018,0:12,3d27d528-77d5-4347-923b-697a4d8bf9f3,172.74.161.158,54.141.105.84,Cardguard
49,3/19/2018,2:02,cca0fbe9-e0ba-47d7-93a7-22922b2dcad6,241.164.121.244,151.66.231.145,Namfix
50,7/15/2018,6:15,79842aee-e3ce-4c62-800f-f4436710aca2,44.175.255.207,234.102.26.160,Matsoft
51,11/11/2017,20:30,c04b1f0f-6dcb-46f6-9f65-6d92d2bf9124,152.194.102.68,113.248.107.213,Latlux
52,3/31/2018,13:48,60419803-4d8f-42c9-ab5e-05ae02e2f8e5,74.137.6.254,187.68.23.231,Sonair
53,7/16/2018,14:04,b3ffb2d9-f7bd-4e16-988e-2f7ed03cb9cf,31.89.53.141,179.195.239.183,Pannier
54,3/3/2018,22:43,efad60dd-b21f-4342-b1f0-311dfc5ad9c7,182.57.116.226,79.18.230.79,Domainer
55,1/22/2018,7:05,e301907d-9be9-400e-a54d-2aa3e233c08d,64.139.232.75,137.96.88.195,Stringtough
56,11/2/2017,4:02,432753a7-aef9-45fb-99fe-467233d8d53f,89.174.79.105,179.174.113.155,Bigtax
57,1/5/2018,12:18,42b83191-f79b-44b7-956e-302b3e031c8a,135.243.1.221,115.123.148.62,Trippledex
58,10/25/2018,21:40,6f3f12b9-02bf-4644-a503-6386c3fad2ee,20.145.150.146,166.184.44.174,Daltfresh
59,10/21/2018,3:50,7b115059-d277-4e88-90b5-1da629edc8f9,98.101.51.118,131.150.28.252,Flowdesk
60,12/25/2017,20:36,66e04f16-f2ce-4a5b-95ae-0084282131e4,183.133.149.44,151.126.233.66,Bytecard
61,9/19/2018,16:50,657ac4c5-1915-4aa8-ac1a-430357760298,162.142.55.250,244.49.68.172,Stronghold
62,3/5/2018,14:40,ec67f8df-6947-4377-adae-1cc0e2f29f68,105.118.192.84,125.235.241.154,Flexidy
63,1/12/2018,18:54,a10ee8c2-5478-4ef3-ad19-42dc2127e9eb,250.100.129.118,62.119.245.212,Sub-Ex
64,10/23/2017,2:01,7249adcb-0599-4ce0-9ac8-6c83e71d567c,10.73.76.78,125.247.53.249,Daltfresh
65,4/29/2018,18:06,22d811cf-c06e-4297-b7e0-66bf02c1125a,182.113.159.74,155.234.226.152,Flexidy
66,10/1/2017,3:35,935b7051-a091-45dd-b4fc-fd100e96c42a,128.205.77.173,203.238.61.20,Domainer
67,3/12/2018,8:19,17a87d67-bdd3-499a-841d-5472bdd431b8,12.114.155.244,146.60.232.161,Stim
68,4/12/2018,10:32,e0d102b5-fc55-4ee5-b291-dbe31e7f8585,219.251.250.210,105.134.125.15,Alphazap
69,7/31/2018,23:02,6a7e0097-21ef-4bae-918d-47cf2b9a353e,33.120.130.120,53.120.200.31,Pannier
70,11/6/2017,21:26,c5500f30-5492-4107-bce7-6e1a3aaa8779,123.236.25.64,100.239.133.129,Keylex
71,11/30/2017,0:24,d3aa1a8e-73f6-412d-89bb-bcd897644c26,220.187.58.56,233.142.100.25,Bamity
72,4/17/2018,4:43,b4d10e08-a28d-410f-9dfa-868add640aeb,65.210.189.86,44.92.210.252,Tres-Zap
73,11/1/2017,0:52,aab7a55b-9eae-430d-b654-7311a14481ac,154.9.4.230,138.131.76.163,Biodex
74,12/18/2017,20:00,defda87c-e6e7-4528-bb95-248822fce636,240.157.197.164,253.88.194.111,Fixflex
75,10/25/2017,8:48,614393b1-972c-40f9-9236-cff1c1fac90d,224.102.121.254,41.85.107.114,Y-find
76,4/15/2018,5:38,80479f13-cbf7-4cce-b7e8-aac23eb05335,84.149.71.3,39.42.169.181,Transcof
77,9/11/2018,4:06,17187449-a773-4aad-90e5-8e1acc96e0c8,168.235.141.216,246.14.167.140,Cardify
78,4/12/2018,22:13,6420c60a-fd16-49d8-bf54-155b95ac1c50,247.120.255.226,13.249.186.234,Sub-Ex
79,3/11/2018,19:57,c03b067a-232b-4dfb-a229-f6933872a2c8,124.242.248.181,9.219.89.227,Flowdesk
80,5/6/2018,5:14,0121b989-c181-41a3-8904-df10ca83b570,119.91.199.97,126.135.236.83,Tres-Zap
81,12/4/2017,11:29,ea188ecd-f895-425f-8f48-52a777373123,207.47.107.93,131.87.29.203,Greenlam
82,8/3/2018,19:48,a8dc0e09-ec5d-4571-832d-f7fbce90c353,172.209.238.226,250.248.162.88,Cookley
83,9/6/2018,2:59,ce7a61f2-5de4-456d-96c2-e1b138ea2db0,68.156.166.93,46.243.28.213,It
84,10/19/2017,2:46,e3c8935a-3e1d-4623-bbbc-ca5e028eec4b,91.39.60.175,11.124.180.192,Subin
85,3/20/2018,7:41,7c0297f8-d9e2-4bf5-a25b-c6c46a7eecc5,83.206.70.129,80.154.191.125,Wrapsafe
86,5/15/2018,21:23,0f9bdd5f-d2ec-4d0f-8042-ac6307f72895,90.199.52.27,118.135.212.40,Viva
87,7/19/2018,13:36,3ed264b7-4a35-4b61-8950-ff049f8f7460,6.227.228.93,90.62.121.249,Toughjoyfax
88,1/24/2018,7:13,c6f24a0d-7aef-49c2-9597-6ca0a7f79b9c,33.57.187.98,146.209.64.103,Tempsoft
89,1/10/2018,16:57,c6c55796-7fb7-44be-a57e-211374a476b8,65.116.240.157,213.224.129.36,Flexidy
90,1/15/2018,10:11,12a7c0dc-d4e4-40fe-be30-e6af1b727de0,76.216.224.59,150.187.91.215,Bytecard
91,10/6/2018,13:50,6da004f9-0bb4-446c-a766-7482d837ca5f,90.40.194.237,77.179.189.244,Latlux
92,10/4/2017,10:32,188960fa-8b18-4a3f-8d2a-ca9d1f438281,5.54.155.55,125.59.68.234,Ventosanzap
93,2/4/2018,23:12,5e8a9950-28ce-40f5-b39e-9d2e216fec0d,116.37.250.53,217.214.62.58,Home Ing
94,4/8/2018,9:30,fcc5a696-9b7b-44e8-bb50-07f46b3fa9ce,190.200.168.169,29.101.104.82,Stim
95,7/4/2018,20:44,9b19c788-f930-47b6-8f24-1eef09272aea,174.218.152.243,47.53.161.37,Bamity
96,7/27/2018,6:15,cd03cb93-57f5-4826-91e8-427fcfe7e43a,179.179.18.109,224.130.74.135,Alphazap
97,12/5/2017,9:57,cf67f4f4-c966-4100-bd7c-d537a9ad4172,80.1.41.232,201.186.229.232,Pannier
98,12/4/2017,11:29,3fdf4a10-b9c6-4a83-aec7-d39b497b2dfc,4.196.154.187,228.13.202.196,Domainer
99,5/5/2018,1:05,29b9e740-d278-4b19-aeca-1f878409fadc,179.233.180.223,193.151.83.87,Rank
100,10/1/2018,23:16,0fae0e7d-6452-403e-83c6-08da56423cd2,212.119.54.196,240.116.130.127,Zoolab
101,11/9/2017,8:12,7c272758-c6ef-4221-89ac-207f568aa060,181.66.98.50,51.21.163.213,Bitwolf
102,1/16/2018,10:40,c3cc54fc-fde5-44eb-87f1-ff00b2e0698a,159.149.157.249,77.239.133.112,Viva
103,12/28/2017,12:57,e37762ef-d656-44cf-ad2b-65e78c739b76,30.243.146.223,203.10.206.215,Cardify
104,7/13/2018,14:02,1be688c1-bc72-4cbd-9ad0-d13b5bde032b,37.2.238.232,240.219.201.189,Trippledex
105,10/17/2018,7:30,72aed7eb-aedb-4750-95ec-98e48011a92a,200.221.2.66,92.171.164.131,Redhold
106,1/21/2018,12:03,c5b7fa15-9424-4295-959d-82d4b20136e8,188.254.74.49,121.16.97.13,Ventosanzap
107,2/4/2018,15:32,d9dbaaa5-2ea8-491c-b05b-a5d71256c068,10.41.222.149,253.141.190.182,Trippledex
108,1/12/2018,11:38,281bfeff-c725-418c-be93-9f3dde9a003b,39.169.142.248,224.192.17.135,Lotlux
109,6/1/2018,21:53,3aeef06c-02ff-4194-a281-f83e8904ce72,240.92.20.87,85.127.5.238,Ronstring
110,10/14/2018,8:15,33c66778-a088-4e59-bc04-f879659b88f0,65.254.120.244,11.62.215.187,Stim
111,12/23/2017,9:02,3a3a7457-8dc7-4792-9f88-601e61156ac6,51.176.19.61,167.88.183.132,Span
112,9/8/2018,22:01,d2d4f7a2-fab1-4604-a774-85a47257d949,10.22.7.239,170.23.132.13,Transcof
113,1/8/2018,19:34,236b25e5-5c03-4ed2-8118-edb48a003393,34.91.181.33,22.205.74.34,Gembucket
114,3/29/2018,17:06,cf1b9685-a0b4-411c-9c53-50e5a6cc5a4c,41.249.58.132,10.45.170.100,Fintone
115,5/9/2018,12:30,4d79aa1f-041a-4dc5-b9ff-bb4d032c0b18,39.132.174.74,100.236.215.88,Bamity
116,6/20/2018,4:43,0e217b4b-bb2e-4056-890e-9f9f6c58c9d4,199.1.224.2,239.76.67.180,Veribet
117,5/12/2018,17:34,9517bf57-ab7c-4410-af5f-847fa6a7c1df,120.249.62.62,94.88.110.209,Y-Solowarm
118,4/18/2018,2:40,d38b5a7d-3d92-4c41-a756-2a04ae46564d,235.57.161.234,154.251.141.207,Toughjoyfax
119,7/15/2018,10:11,1ae27bc3-824d-4f9e-b1b5-7d94ce55713d,22.17.104.145,70.54.224.223,Home Ing
120,4/14/2018,15:40,d2a7bde0-68ed-4f73-83a4-7ddcbe9a73b7,3.182.172.222,210.201.95.78,Temp
121,12/27/2017,18:12,c7780987-a3c2-4da8-ba65-a32b9703d8a1,188.134.45.195,57.15.198.126,Sonsing
122,10/26/2017,7:03,10b9186f-b477-4b09-b1d2-669aa149e7ac,158.215.50.70,135.176.147.74,Biodex
123,10/17/2018,14:58,036b129b-a3f0-4b94-b0aa-df7b757d062f,99.237.183.129,124.253.59.194,Trippledex
124,10/19/2018,1:33,90085aa6-616e-4451-a6a2-60dd9c4072e1,114.164.210.41,150.32.98.186,Cookley
125,12/31/2017,13:45,e73fa06c-f3a6-44c2-88ca-3d286325278f,130.8.215.183,216.215.209.253,Span
126,10/21/2017,5:14,6608e60d-36c8-4ddc-88be-75737f9b0384,215.243.36.217,235.39.125.69,Tin
127,11/22/2017,5:04,fa24a4ff-1da5-4e1a-b016-1e6a8d6d1d5b,135.152.152.6,48.225.118.112,Zaam-Dox
128,10/20/2018,20:01,2b4fe7bc-ee07-4877-bd6e-434a74b2f020,158.238.78.117,109.97.159.225,Prodder
129,6/17/2018,20:41,8b9cea95-29ed-4145-8793-70b2f68c4847,8.219.118.74,232.191.95.192,Tampflex
130,12/5/2017,2:50,649443dc-7901-4b44-8479-5cbe50bf7f7c,95.239.63.122,239.177.208.71,Zontrax
131,2/6/2018,18:08,08839032-c2d5-4347-a9de-e9fd2cb49553,207.76.208.40,132.216.85.77,Cookley
132,9/10/2018,2:41,0de1cf16-5a8a-4aa9-9a69-780b2a13574f,250.141.36.144,240.136.205.243,Fix San
133,9/11/2018,13:24,a3ce6aa6-688e-4485-a6b2-bbdc777bf560,242.89.65.187,225.39.33.178,Bamity
134,2/2/2018,4:02,b9436742-aa9f-4a04-90ce-c778f0ea03c9,64.74.70.46,212.203.102.209,Stim
135,1/1/2018,19:02,a414ece2-1aa1-4b10-8be5-0952b9760e8a,151.15.166.55,179.239.87.58,Zaam-Dox
136,11/23/2017,23:17,469bdbc0-86fd-4e59-961d-f8f797914be9,96.24.225.108,6.214.19.180,Andalax
137,12/23/2017,13:10,a8c99216-4a70-4ae4-bfad-3b15a7b0b1b4,189.29.225.29,59.10.67.239,Konklux
138,4/6/2018,12:16,2b9063fe-f8c6-4291-8042-d765ed5f92c0,128.64.108.223,169.109.211.128,Bytecard
139,10/20/2018,5:07,ca0e6f36-3115-40f8-93e4-7fb516779dd1,172.59.151.203,72.202.34.68,Konklux
140,4/14/2018,16:57,57a60a36-db01-4af9-914f-58f75bb99601,208.199.232.133,13.86.63.7,Tampflex
141,10/30/2017,10:07,45a98f19-edd5-4e72-b22c-9ee0068f2397,51.183.171.222,30.5.40.147,Voyatouch
142,6/17/2018,16:50,8b8640ec-1a9e-48b4-8fde-3dc060075188,129.95.208.40,160.217.217.97,Rank
143,9/16/2018,9:13,63497909-9689-4f0f-8d3e-9390599cdc42,143.243.165.58,98.141.139.211,Bamity
144,3/6/2018,17:00,cb494cfb-d400-4405-a614-ad1bbe0dbde7,170.127.149.117,212.224.22.246,Konklab
145,7/29/2018,4:25,953f651c-6056-4b99-9088-82822a365702,229.140.97.240,241.213.70.71,Sonair
146,12/11/2017,8:08,2c2231c1-879e-4b9d-afbc-6ca664b4aad3,129.152.220.37,91.11.2.229,Lotlux
147,7/19/2018,18:20,15a23d68-ae6a-44ba-8168-97dd92835ee7,186.38.90.47,73.167.109.120,Zontrax
148,2/12/2018,17:02,3813d3c7-1a67-4c23-bb72-3b1edf3617f6,70.29.242.26,100.220.139.112,Regrant
149,8/15/2018,0:22,84a4b9a5-21cd-4bfb-98dd-4ccce0d66bbd,254.44.131.17,224.249.29.229,Fix San
150,12/28/2017,15:28,65d02622-1056-4aee-ac56-7e7ead67ee57,103.203.90.206,54.175.246.158,Trippledex
151,1/3/2018,10:14,4f96baed-df87-4e5f-90b8-3a92dae65fb8,150.43.20.173,196.81.34.239,Solarbreeze
152,7/14/2018,19:47,9dc81d5f-7cc2-4c0d-8c29-8b6e8fd847aa,228.254.36.174,247.100.227.74,Sub-Ex
153,6/17/2018,5:46,05adc930-63da-47af-9fe8-7b1a3c45cab3,98.133.176.191,172.97.69.146,Ventosanzap
154,4/23/2018,4:07,15fe49d1-5d03-4936-9069-1b8b671aa2a6,38.20.240.211,65.57.217.115,Voltsillam
155,5/18/2018,14:27,58e6a0b6-39da-4538-ac99-bc3f3bd9b84a,225.171.165.66,236.0.108.84,Hatity
156,7/5/2018,17:40,0ace540e-88c4-4b1a-8a66-c36bf32528c2,221.201.148.34,135.60.213.115,Tres-Zap
157,7/30/2018,22:23,906cf263-fa58-450c-9ed8-acba7ba0fa2b,204.225.59.11,141.64.147.89,Asoka
158,7/26/2018,2:49,0fa0c11b-dd91-47e0-96d3-41c0181efdd4,130.211.108.146,167.44.28.194,Trippledex
159,5/7/2018,15:11,624da71c-c006-4e26-b72c-b0ff7c381efa,248.44.220.117,93.253.64.84,Opela
160,7/23/2018,18:47,fd3a79aa-978f-4217-8e76-0e431715b7ae,208.78.209.161,251.161.57.6,Tampflex
161,11/30/2017,8:07,ad70ed97-3884-4851-ade8-1043f8e5c5b3,130.227.123.178,96.150.47.236,Regrant
162,12/20/2017,5:05,53a880fb-885c-4df8-a6b8-d3d6fe141558,40.180.241.129,138.251.212.31,Holdlamis
163,11/7/2017,23:53,336c54cd-91ab-4cb7-b350-4cccf6fadca2,201.198.191.215,218.155.7.141,Tin
164,2/28/2018,8:11,3beb0d89-1e96-4743-8257-0c2a8cbf4407,6.75.242.28,70.222.227.243,Quo Lux
165,10/27/2017,7:59,b6db1949-4267-4fbe-8694-f402744f7a20,191.230.255.155,253.95.138.139,Domainer
166,6/14/2018,6:59,d63ecc75-ec51-4263-9e7c-229f7cccaeb9,149.11.202.204,150.255.212.131,Hatity
167,10/18/2017,9:58,37c4cc44-5ab8-47cd-9278-82513d0b9aaa,210.225.83.252,212.50.154.228,Greenlam
168,10/17/2018,6:34,3b33d5dc-1d35-41cf-abc3-07c43d6acce4,56.162.127.63,155.89.222.0,Quo Lux
169,4/5/2018,13:48,75ea3fc9-92e4-4ed9-85f4-90caa4847597,97.87.243.37,131.27.103.119,Zathin
170,11/25/2017,19:32,409d30c7-45a8-4770-97fc-1500573755f1,131.235.248.69,113.144.145.212,Zathin
171,6/24/2018,8:11,949edafa-6159-4064-af1d-ce206e6e0d69,20.235.253.87,47.208.19.253,Y-Solowarm
172,6/26/2018,9:48,9752edc9-183a-4b82-ab20-06a92eebba27,122.193.189.73,226.232.5.60,Cardify
173,12/13/2017,12:07,f49c3688-d9a1-40f2-8411-5f5cdcd51d56,25.157.230.236,147.62.8.11,Prodder
174,7/16/2018,15:58,892c798d-1b44-4ff7-b1fe-a0afbc9c8bde,31.142.87.99,107.159.110.167,Latlux
175,1/7/2018,5:30,55764760-3304-45fa-9cb6-c63380979193,28.241.8.208,78.165.67.96,Matsoft
176,12/3/2017,7:52,e5a39664-5b13-4849-bb3e-1bc0bea4e561,232.212.144.106,224.187.251.192,Lotlux
177,6/29/2018,18:03,37f51457-4178-49e4-9afd-bd1c28b75e5a,53.147.165.134,55.0.26.205,Biodex
178,3/30/2018,17:18,387c20ac-43c4-4d9e-bffe-ab1c3f33bb17,191.177.233.198,96.70.226.126,Bitwolf
179,1/22/2018,5:25,7d0aa6d8-d963-4b4c-99bf-9f196c225f95,135.91.32.212,172.99.249.90,Andalax
180,6/8/2018,18:22,68ebaeb6-14bc-4949-98b0-55ae8a4569d4,101.17.27.251,82.100.5.142,Home Ing
181,11/5/2017,5:48,07ac9459-cc11-4c95-95dc-7adb399706a9,95.45.151.84,162.148.174.140,Temp
182,4/4/2018,11:18,d6e5e2e2-0807-4a29-b133-65d52d01d493,122.22.43.144,183.28.146.185,Greenlam
183,12/10/2017,1:05,0d8abcbb-eb47-43ab-a11b-de28a830b095,202.107.220.76,165.129.76.216,Biodex
184,2/21/2018,1:09,e08a9a8a-3aca-4adb-84b5-9f37cf242051,154.85.207.133,251.18.166.111,Hatity
185,2/2/2018,19:39,22ba1082-8dd2-4d72-abf6-ed62c5b788ce,131.5.216.73,202.124.217.42,Veribet
186,3/31/2018,10:56,25271911-ff54-4019-9be2-751be4f110c3,156.4.139.253,219.105.131.224,Stim
187,10/8/2018,16:38,e911cb8c-2b61-4b88-a0bd-cca9412cdaa0,74.41.179.153,100.170.38.209,Lotstring
188,5/14/2018,16:38,5fcc307f-20dc-43b6-9e78-10a5eec22d21,182.163.109.84,44.33.143.149,Sub-Ex
189,7/14/2018,15:31,eb844e2e-674b-42dd-9159-7903794fbc74,149.188.164.38,179.13.168.114,Latlux
190,6/20/2018,15:34,e16570cc-a007-49ff-ac44-741d5929bfe3,78.16.204.235,199.1.82.98,Job
191,10/23/2018,0:24,37afc37d-1d70-4d5c-ae82-24a3318f8436,80.135.120.225,66.138.33.62,Asoka
192,12/1/2017,1:33,13a6ebfd-1155-4752-aca9-6f8c54d9013a,22.89.162.241,114.187.13.203,Zamit
193,10/14/2018,8:01,e607c52d-e85c-4dcc-bff0-3a0df0da4df0,92.42.196.19,48.16.113.144,Alphazap
194,10/20/2018,9:14,cc6b1675-aebb-48f4-a3a0-2a782fa18136,219.241.97.46,73.217.245.40,Mat Lam Tam
195,10/5/2018,21:54,1dc68880-ea3b-486f-986f-240cf1421b6a,118.220.149.183,199.102.163.101,Cardguard
196,11/17/2017,21:13,7ef08235-d530-4324-96fb-61688b5ad789,45.75.84.143,128.160.144.162,Bytecard
197,5/21/2018,19:04,2f5a9f0d-7cad-492e-8886-4a98b9c54f52,63.11.38.247,81.224.145.146,Home Ing
198,7/9/2018,20:22,f3afda71-f7a2-4ac1-aee8-618f73cf83ba,243.29.116.76,24.206.183.92,Flowdesk
199,10/31/2017,12:41,d917b433-d38d-40f6-98b0-57e65a505d71,81.65.78.207,169.77.43.157,Zamit
200,2/25/2018,14:20,3062f8d7-be17-4dfd-bb1a-d9b35bee5297,159.84.188.62,157.134.37.94,Voltsillam
201,4/17/2018,6:23,84190e00-2a82-4e96-a9d9-267342c84dcd,161.78.130.63,48.172.19.204,Bitwolf
202,9/20/2018,21:08,6f0b2d32-7650-431e-8666-0bad47331241,166.26.204.76,246.118.15.116,Ventosanzap
203,10/3/2017,9:08,f82ff69b-cab9-467b-88f5-94a6b9f22f76,47.113.249.4,255.159.150.116,Konklab
204,7/9/2018,6:56,379634a7-0a1c-486e-b29f-b1fb7742a275,4.184.43.85,55.220.118.207,Voyatouch
205,7/7/2018,18:51,109201c8-e129-44d8-8fa9-c86ac17b08a3,66.60.235.247,146.142.168.124,Fix San
206,5/24/2018,6:57,b003110f-5d13-4628-a9b0-8efe8219c255,136.52.154.139,113.121.204.34,Hatity
207,5/24/2018,11:01,fd066fa5-bd2b-430e-bf77-0f7a51af4ffa,42.160.229.44,170.17.245.95,Pannier
208,12/12/2017,11:19,160bfcc5-42f2-4557-8d48-d42701625c4c,252.98.217.171,42.57.77.74,Ventosanzap
209,6/6/2018,6:26,784ee9c9-1e20-49e1-80f8-312472832db2,18.194.255.156,197.91.79.168,Namfix
210,3/15/2018,1:30,6dce3cc8-7345-44c7-aac0-3949d5af1dc6,31.103.71.10,120.100.57.152,Quo Lux
211,12/10/2017,18:01,2a851c2d-8bbd-4b09-8092-2a9824a26394,63.77.15.40,247.150.249.221,Overhold
212,3/7/2018,17:38,c92fdf8c-8610-4624-8c49-9ca50259ddc4,120.185.204.238,192.110.178.165,Holdlamis
213,7/2/2018,20:10,3728b08d-24d5-44e9-ac48-3e07966afaf7,8.199.246.221,49.2.21.252,Konklab
214,5/30/2018,7:36,cf3baa9d-d962-40e1-bc24-d369a8136058,113.102.5.11,104.45.249.114,Treeflex
215,10/18/2018,12:10,27e8ffd5-0d41-4777-9073-839b499582af,217.195.228.84,21.45.117.14,Zathin
216,8/5/2018,7:32,18e186fb-3704-4a8f-aafd-f0ce3f524ae7,205.207.137.16,170.111.149.108,Toughjoyfax
217,4/9/2018,19:31,24388171-380e-4422-875a-f9446751b6b1,217.101.115.8,134.195.134.237,Alphazap
218,10/4/2017,16:04,1c8c00bd-bf2f-49cf-911c-bb8b2a67a9ac,250.175.30.115,64.131.122.167,Y-Solowarm
219,6/4/2018,20:22,e3693a8d-07dd-4493-832a-f452275ab6fb,189.43.88.238,78.26.47.146,Bamity
220,2/20/2018,23:56,232d45af-c8de-4371-940d-75af0c0d332c,75.210.241.219,229.215.225.247,Biodex
221,3/9/2018,13:54,cd2a3d44-7924-4b4d-ba1c-b047dd701b58,196.30.89.83,38.127.146.109,Sub-Ex
222,2/27/2018,19:40,13fae06c-0aef-4c21-8b7e-d3b1c7392e73,116.247.97.67,44.250.246.23,Mat Lam Tam
223,1/3/2018,2:29,62771784-3491-4f22-8495-8e23f6a1631e,162.203.173.66,26.244.0.246,Bytecard
224,5/28/2018,1:46,e06d9ba6-5ac0-4b41-bb27-4cb3cfe3bdb6,150.6.30.51,145.7.62.182,Redhold
225,7/15/2018,21:43,71d0318f-e760-4df3-b715-ada14f4db7de,180.40.3.141,120.136.173.91,Solarbreeze
226,9/25/2018,7:57,287d77fa-547f-48d9-b397-a152e3378b52,173.30.140.253,66.135.63.41,Lotlux
227,9/12/2018,10:09,30ce562d-48fe-4cc4-987b-0baa8be3dfd6,246.239.208.173,153.219.245.7,Otcom
228,12/29/2017,12:20,ba82e8fa-01e0-40b7-8615-a654be90045d,11.176.115.68,7.200.25.90,Holdlamis
229,11/30/2017,4:43,d059c95b-fa3a-4e64-807b-53c1e3549351,0.240.85.33,202.213.122.202,Flowdesk
230,8/12/2018,2:01,e3b38763-d5a5-4348-97f5-d2569b7c8ef5,123.98.102.61,81.3.168.7,Greenlam
231,7/5/2018,5:27,516b62bb-e79e-45b6-8601-2a671ebe7a5a,124.18.239.35,106.243.167.156,Bitwolf
232,12/9/2017,22:20,f6c48fc1-4689-4e21-b920-35e51285b163,252.240.1.163,85.180.44.118,Domainer
233,12/11/2017,0:58,622ac720-1877-41aa-b988-47a3ddc5c687,100.180.50.66,3.102.69.226,Viva
234,10/29/2017,18:10,f6ae3b02-741f-4f69-a5cc-0c9e051cf972,130.9.144.122,66.157.0.227,Holdlamis
235,9/6/2018,7:18,0e373d74-d271-4988-b2ac-e6dd6998e7e0,152.199.157.229,188.188.25.113,Greenlam
236,2/8/2018,8:53,d41aeb7a-0e9f-4dc5-a76d-f8312f6f72fb,209.74.181.210,26.173.223.20,Asoka
237,1/3/2018,12:08,92085f5b-5dd8-41b1-9d34-0cf24ed4f45d,96.199.195.196,112.252.37.255,Konklux
238,8/21/2018,6:34,b92c0b43-6a0d-42cb-90bc-5c9197777108,161.79.232.116,220.232.60.88,Zaam-Dox
239,5/5/2018,5:52,b1c7af81-762a-4b2c-85c1-bcb6bdba9814,109.179.210.250,220.94.99.113,Y-Solowarm
240,10/19/2018,15:44,8d9e3f2e-13c2-4756-987f-bd1dd12ee957,219.236.239.190,47.42.215.254,Mat Lam Tam
241,10/29/2018,20:35,93828dda-1a87-407f-8ab6-b2602e29f757,241.26.200.169,119.199.14.19,Fix San
242,12/5/2017,18:16,f044074e-6bcc-491d-8c06-0158e4deb6e5,227.131.163.255,230.30.86.231,Biodex
243,11/5/2017,9:35,400191ad-8f06-4dee-8f48-ed250a1dd982,59.27.96.140,26.197.47.116,Fix San
244,3/31/2018,8:38,dd6f7ea7-e6dd-4804-a9f0-b480ba4e8f35,36.63.160.0,51.27.177.225,Zathin
245,8/8/2018,9:09,98a5119d-78bd-47e6-8b39-bb44ed2bda8b,105.51.125.227,1.240.26.169,Job
246,10/13/2017,21:04,d8e46bf2-1f75-46e3-b287-3ab7d43a26cd,153.124.55.12,231.79.187.63,Treeflex
247,6/29/2018,23:01,8270eb3f-ad29-4d94-b6ca-cea00bd9d0ea,145.5.65.139,35.31.4.168,Greenlam
248,2/19/2018,15:39,4729dc0f-dac3-440a-b8b4-bd4ae02dfddc,202.109.52.104,240.221.241.227,Fixflex
249,1/5/2018,16:59,89683b60-4ada-4607-b4c6-9f97f74d0167,41.90.115.245,161.223.4.8,Wrapsafe
250,10/27/2017,11:34,ee544416-0cd1-4b93-9c1e-7b2c8f20e24b,99.226.226.253,32.66.94.54,Veribet
251,6/29/2018,16:32,94367ee5-9528-470f-a1bf-327a065cc6ff,166.99.105.247,224.106.7.238,Tempsoft
252,8/20/2018,23:37,e53fb31f-3a4b-44ff-b596-2d244a95162b,153.130.39.130,104.227.173.247,Quo Lux
253,5/8/2018,4:59,c6b40acf-2ba1-4046-8453-93c850fc58b8,30.233.2.103,180.221.169.98,Stringtough
254,8/8/2018,23:00,f277ae81-618f-436a-bbec-b1b2d8c7f2aa,236.203.112.175,246.195.29.93,Trippledex
255,6/23/2018,17:53,af936274-cd21-4fd1-828b-df40aa9d829c,129.148.85.41,4.50.40.17,Zontrax
256,6/3/2018,21:41,733ae814-5693-4ebd-b4cc-0d2188761b36,180.149.197.176,154.158.201.94,Solarbreeze
257,10/11/2017,4:13,b5f2fb05-6caf-405f-9638-a84635662c40,97.140.100.251,223.69.111.41,Stronghold
258,4/9/2018,21:06,a7518013-5d47-451c-978a-cdbd2bdf6b02,189.77.237.220,92.119.101.168,Quo Lux
259,2/2/2018,18:12,699a8015-82ac-4b62-8944-e1986383c0b9,156.247.102.147,51.49.57.47,Zoolab
260,11/17/2017,20:41,becbf8f4-c276-4032-bf15-256649eb5c62,86.203.15.75,118.177.94.4,Hatity
261,10/17/2018,0:41,4e8a78dd-8633-43f2-84e0-7186a69a0b6e,230.185.63.44,137.35.238.146,Zontrax
262,2/4/2018,6:41,e10d35e2-17fc-4835-8e64-ed3fda099384,3.59.192.246,157.163.117.173,Y-Solowarm
263,8/30/2018,7:21,4d724e97-7996-47d1-9de4-f42676e85f8e,230.161.84.233,125.86.39.222,Cookley
264,5/28/2018,18:17,39ef1d71-cc74-497a-8ca1-3e9941ebf08b,184.123.181.136,144.36.100.173,Tres-Zap
265,10/20/2017,16:41,3c75cecb-2fb8-4c92-9f20-0d7b10fb2ce5,188.158.132.181,56.3.139.230,Solarbreeze
266,3/17/2018,21:02,08251fd4-5f7c-465b-bb2e-2f659136da8e,161.96.54.109,86.68.176.92,Ventosanzap
267,8/16/2018,7:12,2181126f-db96-440d-a243-5cccada8ff70,253.22.54.59,198.233.8.3,Home Ing
268,11/14/2017,2:01,e2c4a4a7-e3ba-4666-9102-005792bbfc14,54.154.178.208,176.68.220.71,Lotstring
269,9/13/2018,19:55,be589f15-6fca-46ee-9df6-09345761a7bd,139.238.184.37,231.191.132.46,Keylex
270,10/8/2018,5:45,1de834c5-5f6a-4666-ab3a-bf4f663586f5,167.216.21.17,94.132.131.249,Namfix
271,10/11/2017,2:31,aa10df30-d88d-48f3-bc73-f1f15d557144,129.17.33.37,40.27.193.165,Bitwolf
272,10/25/2017,13:41,8516a643-7d2d-4b8d-8a6c-cceb1217c818,170.216.218.81,153.162.0.79,Latlux
273,8/11/2018,21:23,14c01344-32a5-4aa4-82a4-72edc92493f5,207.95.159.147,182.240.250.115,Lotstring
274,12/1/2017,19:29,1d6cd651-684c-45ca-8abf-a3a830f384a8,72.30.81.183,230.91.3.162,Lotstring
275,9/7/2018,15:56,1188baa9-9379-46e0-9b8b-a07af51d028e,199.254.45.210,96.229.232.42,Voltsillam
276,1/27/2018,17:43,a7747028-1988-421a-ac48-f5b0880a60b2,74.30.156.25,65.0.34.183,Cardify
277,11/28/2017,22:28,90d7f2c1-a12e-49da-b3d4-07cc8120f841,26.226.141.199,35.168.113.41,Hatity
278,1/29/2018,11:08,4aeabedf-88ae-4323-901c-ced86d71ade6,111.91.128.209,70.77.196.56,Tres-Zap
279,8/13/2018,15:20,4215b915-8a67-4212-b0bb-543f42aa04f0,195.22.70.89,154.214.7.62,Tin
280,4/2/2018,7:17,b5e01573-6591-4e75-95e5-5bd13e029791,58.133.218.31,211.136.153.62,Tresom
281,6/22/2018,17:34,18591ce4-7aa1-4c6d-9c50-f46ba35fe4e8,219.231.34.148,64.90.199.252,Hatity
282,11/2/2017,20:52,2b33ba4c-11b2-4d51-9d57-245c99e1ac97,22.119.201.65,255.201.108.20,Sonair
283,2/14/2018,14:00,185d336d-2210-4057-9d2f-0bc08e2ef1c8,68.79.104.41,203.60.220.53,Ronstring
284,7/27/2018,10:02,9aaff192-9450-4a12-947e-9d0106144b51,196.125.188.14,227.225.116.135,Matsoft
285,10/24/2018,19:13,bf52337c-c2ba-455c-96f5-8827b3a75129,209.122.234.218,139.194.251.235,Bitchip
286,4/2/2018,23:43,9f0acf41-d4da-45f9-a2d1-79fbb93bc568,97.38.235.42,42.218.214.11,Transcof
287,10/7/2018,17:44,44ca34f3-2779-4d0e-9855-c5a68f5d6eb8,66.193.186.82,49.245.238.142,Solarbreeze
288,11/15/2017,22:28,23196e31-4fa0-401b-8570-ebe5948d1062,61.100.92.153,212.238.121.37,Voyatouch
289,8/22/2018,19:56,5cebfd61-8b9f-4d6f-9b9e-98c7adf681f1,200.116.140.194,105.220.26.204,Zamit
290,4/22/2018,16:50,c63cc0be-2f0d-4afa-bbb5-30cc5d6af99f,170.108.70.132,59.101.127.120,Stronghold
291,1/4/2018,8:50,691e6825-efdd-4e80-ba68-53808df9df26,56.14.176.137,7.8.181.74,Bitchip
292,2/10/2018,2:20,7c623f52-0ff3-4233-9f09-c2ac53790503,244.29.36.218,119.48.65.176,Job
293,2/19/2018,10:56,5fb5e5e1-fe05-4533-b566-b8a4f1c8049e,190.222.133.231,27.134.109.44,Domainer
294,8/17/2018,10:58,ed2da45c-0ac5-4e1a-b650-80ce46b2e774,134.105.153.7,176.219.188.147,Otcom
295,8/8/2018,11:53,08e803c3-b819-49e2-af46-fa0b081f114a,182.13.191.169,148.13.22.60,Fixflex
296,4/19/2018,11:08,e17e444b-c816-4efd-a941-654dba366141,148.148.187.167,222.155.164.249,Ronstring
297,6/10/2018,11:36,68f41225-da75-47dc-b000-fb8a4b67b42a,246.75.9.38,91.169.176.70,Bitwolf
298,9/17/2018,12:44,74dcd27d-2087-4712-900d-c6e36c81a639,244.237.65.21,190.183.137.221,Temp
299,12/28/2017,6:03,a7bc5244-3e5e-4010-af7f-2dbe4466c872,136.219.98.218,19.136.99.128,Ronstring
300,9/3/2018,10:36,0a908151-f9fb-41f0-b42d-78da5dc24416,1.146.79.145,19.225.85.100,Treeflex
301,4/6/2018,3:34,9cdf98df-a386-4117-8723-81dc98427684,102.111.223.65,41.114.54.103,Solarbreeze
302,1/2/2018,19:45,e21c98b8-6007-4deb-bb56-ddf20ff71412,55.235.232.196,106.99.190.181,Namfix
303,8/13/2018,7:09,bf8716ab-af29-49f0-870c-c11c53acc264,40.205.128.168,208.36.167.25,Sub-Ex
304,11/8/2017,0:19,2dc9015f-55f2-47d2-978a-6ada0f9ed812,233.6.200.237,139.91.160.22,Bitchip
305,4/19/2018,20:03,02490d6a-ddfa-4287-8486-1f63b0da8fc7,43.224.77.242,108.165.157.89,Redhold
306,8/15/2018,19:15,f026022b-6254-4555-8c28-1315ecab1345,226.153.121.14,9.49.228.149,Otcom
307,3/23/2018,10:43,7dcfefc3-439c-4ae6-91ac-4e5a93d42cbe,115.196.3.233,192.99.147.110,Kanlam
308,12/29/2017,14:47,5a401cf0-494d-42d9-bf78-38e55911cb07,124.249.31.128,79.249.58.154,Redhold
309,7/2/2018,13:35,d26574e6-385f-4c2d-90b6-816e1abc5a77,221.7.48.1,241.42.180.15,Veribet
310,7/16/2018,7:22,eb0c02b3-5866-4120-acaa-d2a2cce81654,244.52.28.50,155.181.41.55,Latlux
311,4/6/2018,5:29,7ec267aa-c39e-4d26-b545-8edd26d3033f,137.198.229.255,82.54.204.233,Flexidy
312,10/21/2018,7:23,1849da19-6e28-4416-8aec-db5a30eb9fae,176.151.36.14,54.193.45.64,Ronstring
313,6/6/2018,17:37,107ee684-d266-4ac5-b061-32cc9a8b5058,153.164.251.198,90.126.185.230,Namfix
314,9/16/2018,6:40,22e48fc1-2126-4d78-995b-4033e292ab14,44.48.47.22,246.119.194.237,Bamity
315,5/18/2018,18:57,177eb38a-dad9-4a28-9ec9-c617b8442def,87.173.151.224,39.53.235.30,Otcom
316,2/11/2018,15:18,23e8fdce-5984-4320-a270-71f95fbd0787,253.32.254.29,245.163.190.253,Y-find
317,1/17/2018,14:44,b8c9e4ec-5d13-4027-970d-754539d94bdc,82.143.201.164,176.55.27.228,Tin
318,3/7/2018,7:33,369301dd-a56b-4a44-8aa1-ee91ad7f2093,244.158.173.114,214.119.26.23,Ventosanzap
319,12/22/2017,2:28,1d92c2ad-a719-4d06-ac4f-17f80e815bf4,138.135.227.99,235.37.107.55,Stringtough
320,4/4/2018,15:17,c8c740c8-6259-485f-95dd-ff80ee430171,40.131.75.114,222.47.228.43,Overhold
321,4/10/2018,11:11,9b9f5538-1f5f-4e9c-b122-a04423ae8d14,166.94.232.141,25.141.18.214,Alphazap
322,4/19/2018,21:25,ad08afda-ead5-4613-ab86-66b91d4b93ed,113.106.202.108,87.1.134.159,Zamit
323,6/8/2018,2:25,bf38cab0-4275-418c-81c8-281b9be48c67,154.226.33.85,83.251.232.249,Alpha
324,8/12/2018,5:09,eea85aa7-16c3-40e2-a945-2be0f6c5a397,103.224.102.147,155.129.110.224,Alpha
325,8/13/2018,9:18,4b9686a4-a062-4405-b079-d2211a945d8c,242.11.123.236,42.114.232.111,Quo Lux
326,10/29/2017,20:38,a7b845c9-65e3-443a-8e9d-6c2fdd95b8b7,63.83.245.52,31.152.66.226,Voltsillam
327,3/15/2018,17:17,dea8aa31-70ff-4477-8cf0-c69729b6e94f,64.82.9.26,149.129.189.127,Pannier
328,9/18/2018,20:14,42ec5d6d-8aa4-4024-a99b-14303ef08320,10.73.60.14,119.75.91.243,It
329,9/8/2018,12:32,d0759ec6-0dde-49f1-9a1c-5dd0dd1ba4ff,48.123.28.91,113.15.164.221,Kanlam
330,3/29/2018,11:23,f3eaced0-63ee-49bf-8230-eccaef83260f,241.186.196.24,105.79.171.79,Toughjoyfax
331,10/21/2017,5:13,8adb35cf-52b1-404a-9ff4-c1321e3eda01,184.136.56.216,232.114.165.2,Ventosanzap
332,3/28/2018,9:31,b5ee4b31-da3a-4e1b-8efd-810b61e815c9,122.72.208.135,124.194.156.199,Namfix
333,1/9/2018,7:34,667c2776-b5cd-42f9-8cd9-cda6c1c3583e,153.147.25.66,29.83.38.168,Ronstring
334,7/19/2018,16:05,05ad32ab-381a-4b83-8cd9-5f6c4a0266c6,150.86.22.182,172.69.92.202,Stim
335,5/15/2018,18:49,1c62250e-fd1b-4e65-80fb-ce4f39b071c3,27.11.53.175,109.101.111.191,Rank
336,11/9/2017,16:06,0d15e9cf-45de-473f-a292-788e2b4a7b93,251.181.205.104,79.114.208.212,Rank
337,2/27/2018,9:44,7b34d273-1a06-4143-a1b9-71a346665308,144.17.202.187,57.154.234.39,Home Ing
338,5/15/2018,3:16,1e3ccbcc-deaa-421d-b05c-a34c73e19d73,154.96.248.52,204.148.139.173,Matsoft
339,9/28/2018,12:13,8a2c3d26-9d9c-42ed-9755-e89805091aef,4.178.112.124,211.214.52.42,Viva
340,12/9/2017,17:25,143f46e0-ff5c-449e-9feb-4b656fc17e7b,94.186.75.165,192.119.31.112,Voyatouch
341,12/1/2017,10:13,371ebe79-9554-43bf-bef9-c28461a26eba,17.138.122.51,223.117.4.4,Sonsing
342,5/5/2018,13:23,c015fb14-e367-4d2d-b8b5-1bdfa1f3af52,225.116.22.8,47.148.213.59,Subin
343,2/27/2018,0:35,dd110ac3-c75f-4073-b6f3-4cc481cbb96f,89.78.220.12,187.78.28.108,Zaam-Dox
344,9/12/2018,21:35,5c043d76-d078-468b-85ce-c9b08fc66705,18.60.147.140,87.8.30.145,Y-find
345,9/25/2018,20:13,3e42f92f-8ba4-4ba3-bccf-66b35703b057,212.115.36.130,33.193.181.147,Wrapsafe
346,10/17/2017,23:48,9bdd7280-74ac-4524-95e7-5c170458a7d1,102.161.150.183,239.36.80.4,Sonair
347,8/21/2018,1:48,402c9f49-f69e-4fd1-8222-b9d61eeb8687,11.60.75.159,48.112.186.64,Redhold
348,6/4/2018,15:35,e1a2a2b4-b6e5-4433-843f-a006d0222d32,19.20.143.232,229.172.124.83,Subin
349,5/8/2018,9:42,7bcf5f50-ac59-48d9-9ae0-25b814c7c115,61.61.104.143,86.238.212.174,Latlux
350,11/23/2017,12:42,42857d81-992a-4e3c-a14e-783d6f0f216a,104.201.142.23,79.119.110.14,Alpha
351,2/14/2018,9:31,b1b28aee-7a3f-4d13-8ed1-0ef9d1340068,44.220.104.5,190.100.119.32,Flowdesk
352,2/3/2018,12:11,c8d2765e-44e2-4755-a670-3266005e0dfe,178.158.106.47,246.184.93.88,Stringtough
353,4/14/2018,7:37,259d5b68-9465-4e32-9551-4330a9d905a4,142.49.175.168,132.7.168.34,Sonair
354,10/28/2018,21:14,9e7a28cf-a30a-49cb-b485-0a819bbf77c3,120.120.119.226,112.45.119.126,Cardify
355,11/17/2017,12:55,216e85c1-918b-4fec-9866-e2d4ec71ec5f,32.9.120.2,203.238.214.201,Duobam
356,8/6/2018,12:01,929234ca-4ccf-4502-bc51-1218bd3b4e98,75.237.219.164,213.6.130.200,Alpha
357,8/21/2018,3:18,bb53f0af-1749-4742-8868-6d4923944598,118.177.175.117,239.206.192.40,Bitwolf
358,3/25/2018,23:12,088ccda4-06b3-4bef-9bd2-c03be0150486,81.234.208.146,90.168.198.157,Latlux
359,12/4/2017,22:05,3aadc2fc-d372-4941-8bb8-9a2a59da35fb,187.128.136.214,152.63.229.247,Tampflex
360,2/5/2018,1:58,e6c37072-ba9e-4bf4-bb12-0ccff25f144f,26.90.106.127,41.122.54.109,Gembucket
361,10/11/2017,10:36,28f354d5-c238-4a6c-af71-d54a5a120f39,97.220.198.8,4.194.229.129,Y-find
362,7/1/2018,8:06,cfa587cb-8bc1-467e-8f57-69475f4b107f,122.186.107.137,17.48.13.81,Hatity
363,6/10/2018,14:32,773d2fb6-c44e-4fda-b350-05813cffa63a,65.65.14.15,28.93.96.230,Veribet
364,12/30/2017,18:00,aae0aab2-877d-43c8-a989-7281c854ee23,209.101.227.18,232.235.190.222,Keylex
365,3/29/2018,19:55,8d1e1dfb-63be-4d14-80df-fa66fe13800f,166.35.228.17,119.10.55.251,Andalax
366,4/27/2018,15:03,e997ff35-208e-43d8-b769-385008cb3fa0,117.211.83.195,93.20.28.51,Tres-Zap
367,8/8/2018,0:46,d69523e3-020b-482c-afc5-6f5da3284f70,96.230.94.12,218.185.240.214,Treeflex
368,12/14/2017,19:51,31599eb7-1c30-475e-8e73-b7bc4089c68b,108.198.236.141,90.108.227.210,Mat Lam Tam
369,10/17/2017,3:49,215cbe5b-237d-4c55-a577-634fe8c978f6,181.238.99.45,223.4.223.90,Stronghold
370,1/30/2018,21:23,33e62de6-07bf-42f6-b612-fe44d2249d3e,54.197.88.101,78.253.118.237,Flowdesk
371,3/27/2018,22:00,55ab8483-9947-4214-b914-462af3960ce9,65.153.14.115,61.116.40.26,Voltsillam
372,12/16/2017,6:03,bb91be94-1db6-4d1f-ae10-51c69a0d4ace,95.218.30.213,122.120.217.221,Rank
373,9/29/2018,8:47,f7f1602a-7026-4c45-92a5-b3d0e49df446,38.56.229.44,66.111.105.44,Greenlam
374,12/5/2017,20:31,36ab873e-1152-4c7e-bf67-47a1b6262aa5,251.207.150.166,125.140.120.217,Tres-Zap
375,2/15/2018,18:52,fa7250b1-260f-4bd8-9c99-3d8aca7dcf75,196.63.227.181,125.128.136.130,Konklab
376,4/16/2018,0:34,275e8756-cc49-4eb6-a953-c030ffe59fc0,36.93.244.165,214.30.225.113,Vagram
377,9/23/2018,12:32,9744b817-2332-492d-a301-1e192cad6b47,179.252.116.185,37.82.98.209,Duobam
378,1/18/2018,16:02,506d95fa-6bb5-4d18-8cb8-8100654ca078,125.244.179.249,61.116.44.176,Bigtax
379,10/25/2018,2:01,6065629c-0449-4c47-b319-85b97ea73bc1,184.85.183.150,215.0.146.255,Home Ing
380,6/26/2018,23:32,8741db41-4810-47a5-b904-edefb1c8af89,200.155.194.242,161.10.111.73,Zathin
381,10/14/2018,6:12,65e085bd-17d3-4318-9872-91cfbc36c250,121.127.30.183,131.244.15.179,Opela
382,12/24/2017,22:24,56b03813-dd4e-4a92-99a3-adb6f2f178de,250.44.44.49,128.188.141.234,Asoka
383,4/27/2018,1:15,b00dec01-beb2-4811-8c82-871989ed0345,9.204.66.47,202.115.83.243,Ronstring
384,12/20/2017,0:57,257e72aa-c9a4-4dba-9466-2c3008b54103,196.86.72.249,42.109.173.169,Konklux
385,10/27/2017,20:03,7fe8144c-e1f8-4b35-9301-40049ee6dc8b,38.79.86.203,31.0.72.58,Bytecard
386,12/16/2017,9:28,f46a9d0e-bef4-44e7-97c4-837a7e62a9c1,216.41.173.183,8.69.106.140,Tresom
387,5/21/2018,22:32,caec932b-c41a-4a44-96aa-60facdbb134c,170.121.224.165,240.36.45.36,Fintone
388,2/4/2018,11:33,434cb057-df8e-47cc-a473-87e2c116d7e0,105.206.97.98,214.57.212.213,It
389,12/19/2017,6:24,909d6cc2-2f61-4418-a506-2e441c37707d,244.121.41.15,78.129.121.180,Zontrax
390,3/7/2018,6:15,d2444d43-fbb8-465d-8bbc-b035218ae7eb,156.27.7.242,216.92.198.200,Andalax
391,7/25/2018,1:55,f18ad2b0-1e5a-4bb8-98a2-293db37647b4,52.242.36.207,46.197.2.124,Biodex
392,2/22/2018,8:17,ab282a8e-c4b9-45e9-ba97-31e68426f82d,125.189.19.122,168.49.255.32,Rank
393,6/24/2018,3:15,e29e9d5c-1e46-42bf-86ae-f78729ac1a39,5.44.180.14,110.50.71.15,Overhold
394,7/9/2018,21:28,e76a63b9-9b9f-4809-a142-c9837c9e34f9,162.67.87.215,195.51.13.195,Sonair
395,3/24/2018,5:29,f0b53cc1-87de-46c7-a7df-224a85f6525d,79.124.116.210,232.128.188.130,Greenlam
396,8/20/2018,17:54,feb3f722-7502-45fa-94c7-60c2b423f8bf,52.236.144.36,159.70.74.115,Toughjoyfax
397,10/7/2018,23:52,6e0506de-4cd9-4771-a37f-bb07b220fe1d,11.170.133.132,120.159.101.200,Sonair
398,5/13/2018,8:32,82a54722-4ea6-4457-8fae-bceaf0fdc477,83.127.242.248,84.110.229.177,Matsoft
399,2/25/2018,14:57,099e3d2e-ca98-42e3-aec1-7690f6f6129a,142.154.151.25,107.114.190.5,Stronghold
400,7/27/2018,7:07,2b49251a-fac0-4fc7-bb37-3522a7dd291d,46.26.92.204,103.61.49.241,Konklux
401,5/7/2018,1:09,208b2b95-72bc-4acf-86c3-cdff1fb696d9,179.130.203.0,192.139.214.177,Regrant
402,7/23/2018,11:29,dea01578-b5e9-456a-89ed-963d724a59b7,252.84.245.151,135.69.72.133,Zontrax
403,10/21/2018,22:00,8871ffb5-a2f4-4abe-b784-42895ef6574d,190.248.190.12,216.111.86.63,Tresom
404,6/2/2018,19:08,64ffe3d3-7a64-4888-a376-f0772e5c5b82,146.180.130.88,28.206.151.63,Solarbreeze
405,10/8/2018,14:41,64507a81-7f46-4e87-a1ec-d6c473eb5867,164.204.154.11,188.131.165.152,Bitwolf
406,9/19/2018,15:10,10bdfc6c-c54f-4f06-a2a1-8f13cfc049e5,135.61.218.187,242.127.121.145,Voltsillam
407,1/23/2018,11:43,2d51724a-4ae3-4683-9a8e-913533db59d1,186.244.14.22,73.142.54.162,Voltsillam
408,10/1/2017,5:17,fd72ca90-0cd5-4be1-a096-a064516acdf9,179.55.73.175,14.111.80.93,Lotstring
409,12/31/2017,4:51,0df0cee4-1829-4abe-8e18-215f6d309991,68.103.212.31,35.245.107.228,Greenlam
410,8/20/2018,12:01,bc60c5e4-d816-45dc-ab7b-2eda37d8fd6d,149.164.107.205,166.6.164.210,Treeflex
411,11/16/2017,23:45,ab6f1e00-bbb3-4032-abaf-db4bb4d866f3,26.105.250.2,243.92.197.191,Tin
412,2/1/2018,2:29,a5396b22-a2df-4525-b5a4-cf8dc4af735b,5.38.145.91,242.212.203.145,Opela
413,10/25/2017,20:25,bbfb3e02-4d8b-4ed7-8bb8-8525cc8b399a,128.110.53.48,228.141.142.218,Namfix
414,6/2/2018,10:14,ec9da9fd-ecbb-4fdf-a1cc-86f08e038321,121.167.42.240,203.197.39.173,Home Ing
415,1/27/2018,23:06,27773ce1-93e0-4ff5-befb-41ff6620ed30,109.162.100.161,230.149.235.126,Temp
416,6/6/2018,4:51,89c7d6a7-e2b2-4ee9-8545-abf88865f52a,32.115.207.75,50.198.74.74,It
417,9/8/2018,4:43,16106db1-26cd-4946-a647-b1184718b079,15.50.153.212,40.239.237.129,Zontrax
418,7/4/2018,11:29,b53d9e15-1797-40a5-b603-24e93f05c0d1,180.219.28.31,242.78.157.227,Bitwolf
419,2/2/2018,12:22,dd0ae243-faad-4a95-a2cc-28fd43736f1a,32.204.173.198,247.154.121.202,Stim
420,2/8/2018,23:06,30b16bd3-689b-458f-93e0-64793d3ad4cd,202.101.168.94,130.72.117.130,Flowdesk
421,3/23/2018,19:16,403444ee-e8dd-4c09-b68e-ceeb85f41751,119.96.170.49,143.95.134.9,Sonair
422,8/25/2018,1:31,e201ae54-ade5-4d5d-895a-4de2cf65b3de,79.198.72.65,189.157.115.19,Toughjoyfax
423,1/8/2018,10:44,7377b6e1-814b-420a-a2c4-1e4a44564ff1,51.234.159.77,255.38.123.255,Sonsing
424,1/4/2018,11:24,51fb17c8-5073-4eb7-9b67-4a59c393c8fa,105.229.161.166,156.165.143.247,Ronstring
425,1/30/2018,16:56,a2bba67b-bb7b-40ac-8dd9-b28458220ecc,226.9.223.227,61.233.141.55,Cookley
426,2/2/2018,8:17,41663548-59e2-4383-b269-5ab1a5ba3681,25.248.159.144,7.22.67.229,Duobam
427,8/10/2018,15:40,73da0545-0f09-45a5-80a2-3f2507720cf8,82.199.201.108,14.249.72.39,Zontrax
428,11/23/2017,12:24,fc81ca2d-4261-450e-af08-2151114f5d56,97.51.123.249,87.93.245.89,Stim
429,6/27/2018,2:34,792d09d9-eda9-49ea-93b9-dc8750edbdf4,140.233.202.224,99.76.204.31,Quo Lux
430,10/4/2018,0:24,260653b3-be1d-42ae-a029-340271451360,202.51.102.119,19.7.74.130,Job
431,12/27/2017,8:27,b4e1c548-ff2c-4a97-ae4e-595a073d0c42,152.177.152.222,40.12.202.132,Zoolab
432,6/5/2018,14:26,1b30fc56-2818-4531-a389-c04324381e33,157.127.26.92,227.150.25.41,Holdlamis
433,2/14/2018,12:11,3f32c58c-4503-4d1a-8d6e-3b9c698901d2,168.10.152.140,191.106.89.249,Vagram
434,12/30/2017,21:46,6d15f019-d442-4c44-bf99-eaa6f887410f,127.196.66.21,195.44.14.107,Tin
435,11/28/2017,1:24,bc964c32-2931-4437-bf7d-acdcee79f2f4,55.43.248.96,136.29.169.9,It
436,4/18/2018,12:37,91949c0b-ac6a-4d3b-815a-8c0dad0abb39,95.178.166.237,171.172.95.190,Tampflex
437,4/17/2018,7:55,27c1a9d4-6acd-4eb8-aae7-b78fe8528835,57.25.110.193,126.250.32.46,Sonair
438,9/29/2018,8:50,1c9acf6b-44db-403a-94e9-c0dfb1428733,61.9.135.162,81.234.118.108,Rank
439,1/2/2018,20:02,f3fd571e-5b21-4b0b-a9c2-84cb8685833f,3.63.221.109,29.155.6.229,Fix San
440,3/5/2018,6:49,5ef031c3-558d-4917-97d5-ef052f403195,26.47.210.187,234.8.129.155,Prodder
441,3/3/2018,13:16,157b093b-8b52-4e8b-bf43-0c25dc780a58,189.65.219.207,118.45.166.22,Mat Lam Tam
442,10/3/2017,9:24,3183dd92-b0f4-4247-8a9e-2269cfbe9f23,231.183.51.116,17.183.248.130,Zoolab
443,8/18/2018,13:59,b153817c-216b-4457-aa49-32dd38fcd581,16.171.130.169,26.17.88.64,Tresom
444,10/5/2017,14:47,03b822c4-0185-45cc-b5ac-4fa91069c750,148.10.69.130,181.100.71.187,Daltfresh
445,8/16/2018,20:51,1c1e22a7-139a-4f40-a5bb-5b3c7ea6f74b,142.81.24.167,31.105.103.202,Duobam
446,2/16/2018,8:51,fb4fc4a0-18c4-482b-9f58-39eff2e4fd9e,204.125.32.85,167.153.148.42,Tempsoft
447,6/29/2018,22:30,f3e785ed-1ad4-4339-be78-483716ae185c,145.152.35.221,69.109.226.18,Fintone
448,10/7/2018,6:51,e7e5c344-5ae7-49c8-bc16-98269d71d477,209.142.224.40,217.40.58.39,Voltsillam
449,3/23/2018,20:33,0e95223a-942b-4455-b4a5-a099beb8bbbf,124.220.14.137,212.60.70.78,Sub-Ex
450,11/25/2017,20:36,aa5de659-32a8-405f-9893-f0047903f9fa,245.232.224.89,232.79.181.34,Keylex
451,3/20/2018,5:01,3347eb01-b8fa-478d-9745-cac29400025a,179.22.6.230,83.57.115.96,Holdlamis
452,10/19/2018,4:39,c1dc98cd-9d1b-4c32-a1e8-67db295235fd,38.88.22.246,3.182.228.226,Lotlux
453,5/16/2018,9:18,00afee1a-7998-41c3-8ba7-a5e2e130f270,4.169.100.28,71.247.163.174,Gembucket
454,1/21/2018,22:40,78a42414-c410-4106-852b-878935dd71eb,132.155.21.156,65.15.220.138,Tempsoft
455,10/7/2017,6:18,d31d4f00-c252-4ca5-a0e1-c3ead5ce1d65,21.209.229.146,76.92.58.172,Hatity
456,6/23/2018,8:30,62f3703d-0c6b-439a-a6eb-5e0043ec243c,28.125.192.80,119.77.27.199,Subin
457,3/6/2018,6:06,8e454d14-a77f-41ad-9655-a74ed62c4317,56.52.96.57,48.70.95.71,Overhold
458,3/27/2018,21:50,b7d52cf7-b348-4ee0-8482-26e8ea90ee5d,73.114.101.236,75.210.204.107,Viva
459,4/9/2018,4:34,9c39678c-a5b1-4565-8563-30ddb36b7a76,183.175.154.251,171.8.199.157,Lotstring
460,1/13/2018,16:54,48a20989-3331-40e7-8378-2964afa50bb1,15.103.30.60,235.32.203.34,Y-find
461,3/17/2018,16:31,18fc0d90-b195-43c7-8fe8-787c9ac9b5e0,143.25.77.155,232.1.197.186,Prodder
462,11/5/2017,20:18,481f9c0b-093a-4ed1-83e7-ba9df5f34332,246.138.233.185,205.151.40.22,Lotstring
463,7/10/2018,1:30,18ce5191-745a-49fc-9e9a-81a7d784545f,103.70.223.136,129.57.90.88,Toughjoyfax
464,4/10/2018,3:47,094bd2fd-cac1-4ef4-b7bd-fe4132300e88,199.127.183.140,184.92.226.236,Trippledex
465,9/4/2018,5:24,841f66ac-d888-469e-8cdc-bdf643f4afb9,10.41.35.105,171.95.162.107,Transcof
466,8/24/2018,18:11,4cba8df1-db8f-4a4a-a410-38f6ce3ef129,160.246.87.167,82.102.64.25,Regrant
467,8/15/2018,12:54,3454f03f-deef-43f5-b35f-493c38d0d733,224.71.147.191,26.132.56.251,Veribet
468,7/2/2018,3:01,204afdca-3d52-4bb5-93ba-a2402b8ce50c,91.45.130.126,204.88.31.62,Konklab
469,5/14/2018,5:06,30feccf9-b0e5-47e6-ae5e-1cae5abf164f,219.12.217.232,145.167.3.10,Hatity
470,8/10/2018,1:52,114afcf7-d8c7-4449-a8a6-89e0d5d54bcd,87.76.129.75,42.166.16.124,Opela
471,1/25/2018,3:14,7680148c-a109-45cd-a48b-cc135556f9ca,204.6.1.166,75.124.57.119,Sonsing
472,8/8/2018,0:26,7a1f0d95-5b1e-4830-b66f-d8ace25043a7,33.107.40.117,62.114.200.108,Veribet
473,2/1/2018,16:29,64b513ee-29fe-4732-8f67-3595d571d9bd,71.77.129.90,144.246.178.243,Bitchip
474,10/17/2018,4:07,7b40b3f2-39f2-4bd3-9272-db2ebcdbc6d6,175.109.76.102,132.131.243.106,Cardify
475,5/12/2018,5:27,965ace7e-2a72-453f-b4fc-21e6785ca9e5,204.87.5.184,46.240.71.2,Veribet
476,1/20/2018,3:29,b80520a3-72d7-44b5-9bf6-cfb3d221eb68,196.248.213.2,3.47.246.16,Holdlamis
477,7/23/2018,5:31,95f5c277-2fe4-4a72-b3a0-20df62743a66,104.170.126.189,4.131.38.116,Overhold
478,3/20/2018,8:37,4a7d96c1-3ee4-4f2f-b17c-2ab9de0e2223,87.110.176.255,102.47.119.45,Fintone
479,10/28/2017,21:48,a0dc9e53-336f-4671-b144-db68a37225a0,16.78.57.228,84.215.208.192,Sub-Ex
480,7/2/2018,6:52,2b91c652-3918-4515-966f-82fc673a11d8,58.35.227.205,195.245.116.182,Redhold
481,12/3/2017,16:20,b235f8a6-276a-4430-a982-842f8e945bee,134.52.156.63,197.31.237.26,Bigtax
482,11/21/2017,17:55,58789b40-6918-4f22-8835-e06b410d58d5,60.10.87.227,89.217.239.179,Lotlux
483,9/7/2018,4:36,c593d44a-ec82-458b-a966-7e7c5859eae8,66.92.133.237,19.255.78.202,It
484,10/6/2017,18:56,2ea4e8f6-2ae8-4d0e-bfb8-0122f22d9255,140.71.118.211,196.73.15.245,Biodex
485,11/17/2017,12:39,2d30558c-61a4-460e-9580-9c85c1e01317,111.224.186.103,253.38.11.79,Biodex
486,9/30/2018,17:26,32db6179-5d64-4104-9313-c1a97d3c5ed9,144.249.8.106,58.189.40.123,Gembucket
487,6/22/2018,14:15,ced6b4a5-272e-434c-a463-5b077c40871a,21.82.68.173,22.66.203.64,Hatity
488,1/17/2018,11:59,9c7a4768-9120-48c0-a240-9b1ef0c8fe2f,128.211.184.193,239.145.112.75,Span
489,4/6/2018,13:55,0abaf501-9bd0-4e29-a717-cd224a0bdfac,143.166.180.117,225.93.140.64,Konklab
490,9/16/2018,8:58,ec75964d-3a16-4417-87be-38a2f34b1658,5.173.25.245,62.167.92.127,Span
491,6/21/2018,7:57,e7add403-833f-4490-a886-4ba9e08c2515,99.162.21.66,81.208.233.229,Asoka
492,9/18/2018,13:20,0ab2578b-b5d1-406a-90a3-a3277b23862f,188.66.21.200,63.56.13.15,Cardguard
493,6/3/2018,5:49,e551ccb5-9120-4e6f-957f-e2b6d2d106d2,84.246.166.67,196.190.212.59,Kanlam
494,4/10/2018,21:37,e8ea5883-373b-4ec2-969b-015e215f9557,138.246.180.149,83.80.36.190,Lotstring
495,10/29/2018,16:11,16612ab7-546c-42bb-9f1a-6ed32243558b,149.5.125.143,255.50.245.167,Veribet
496,7/29/2018,15:01,0d32c834-6c92-487d-a749-d1ef86370f20,130.52.203.90,143.115.227.158,Y-find
497,6/1/2018,22:34,af468a7e-9d17-4d36-91fc-3bf0ae1846c8,254.171.38.125,77.28.255.221,Solarbreeze
498,11/25/2017,2:22,c4f927c7-2a3e-411e-9b3b-bb8e2dc372fd,225.119.18.140,71.183.235.97,Namfix
499,2/23/2018,13:38,ee54f86f-25ec-4289-900b-4d4df62eb477,153.69.45.221,134.69.159.236,Zamit
500,5/25/2018,9:13,5f0e4551-0cd7-4360-8c8d-1e18bacffb63,93.83.196.57,183.211.9.73,Cardguard
501,7/8/2018,12:19,56fee193-59a8-45fb-938d-82ac50d9053e,187.249.196.229,52.187.46.252,Mat Lam Tam
502,10/19/2018,0:49,3d2903c4-2deb-4edc-8e76-6e14662ce1a8,195.15.179.106,191.126.31.34,Subin
503,10/30/2018,0:11,caa4a420-9ff2-479e-ae14-79a097ab2bc2,113.237.161.194,177.223.212.151,Konklab
504,8/22/2018,21:36,df226381-8298-4a26-b90e-ef929ee80866,72.218.244.112,27.189.181.225,Transcof
505,11/3/2017,22:49,8308e802-525e-4685-b570-3aff3089eaf3,15.164.70.221,77.213.231.108,Tres-Zap
506,8/25/2018,19:38,c5eb7f87-1830-4ff3-acfb-8a58bad244b6,41.13.57.35,74.129.187.113,Andalax
507,10/29/2017,21:33,942dcbd2-6bc3-4c53-9b07-7a8805811190,56.156.89.188,6.248.161.72,Daltfresh
508,12/13/2017,7:04,4bfd27a4-950b-4860-8520-155c41730b81,13.162.106.168,242.222.9.174,Sonsing
509,4/2/2018,16:47,681aa3cd-cd45-4998-91cf-9afbf401f84e,12.31.233.164,151.54.61.239,Biodex
510,1/10/2018,17:48,2033deef-c749-4862-8ac9-54b1051363d0,252.202.39.219,37.40.166.6,Andalax
511,5/22/2018,13:29,76013e80-0985-4a9c-a33e-373dbb3914a6,48.113.187.153,75.11.156.102,Ventosanzap
512,4/20/2018,21:42,7923bf01-f7ed-4feb-8284-5d5421ace12b,200.78.146.151,44.135.212.190,Span
513,5/12/2018,12:05,272d46ff-351f-4d29-b484-282c81aa30da,204.171.198.4,234.50.143.88,Job
514,8/14/2018,16:55,c2397c30-4be4-4604-86ab-0ccf5376826d,51.50.160.134,106.131.154.79,Treeflex
515,5/31/2018,11:52,7243fe3d-c8be-4697-acf5-8e426082ee30,70.188.189.189,125.100.12.235,Flexidy
516,11/25/2017,12:12,12becd1b-0335-40f4-8ae7-fa210fb08ce2,243.119.129.242,175.128.126.0,Duobam
517,4/25/2018,3:34,9d182db7-fcd0-4c09-9dcb-633eab12fad1,173.254.231.56,68.232.6.136,Cardify
518,2/24/2018,16:36,32ce5a67-d7ff-4aa9-98cf-922000b3aeb8,194.134.148.107,107.190.250.240,Mat Lam Tam
519,12/26/2017,16:34,9cb760b8-41a9-4543-92dc-e9b578f1ea82,193.66.50.34,15.125.60.205,Stim
520,1/15/2018,18:37,090b519e-74b3-4486-9d58-539d8d3cf0d6,94.111.108.158,102.131.74.84,Pannier
521,9/10/2018,7:33,a3168854-d3bc-46ce-a5c0-29f51c36e14b,150.46.157.148,186.200.158.19,Domainer
522,3/1/2018,0:19,2b44d3ba-2888-4118-afe1-486b1121f8d4,145.24.113.179,125.12.99.84,Cardguard
523,10/24/2018,7:46,c85162d6-3a82-462c-ba80-bc4e00ecad5a,67.116.79.57,5.18.38.8,Tempsoft
524,6/14/2018,16:20,53078bb6-bbef-4493-8a21-be1ff6ee0808,255.168.86.123,45.208.72.104,Lotlux
525,10/28/2018,0:58,7c80b31b-b928-4a68-9a6e-2af053240414,205.13.26.179,233.95.52.244,Zathin
526,3/5/2018,9:09,7c54250f-76f8-4259-be70-9d04347d8c5c,72.15.144.97,145.210.18.241,It
527,9/9/2018,19:51,aa9b0a79-2029-48e5-8add-eadf833693e2,107.123.185.37,94.42.45.237,Otcom
528,7/24/2018,9:16,7d7fd1aa-1867-478a-a08b-d5a85ca11485,164.207.127.132,85.196.61.86,Wrapsafe
529,2/1/2018,8:40,5ec82fdc-6c01-4e36-971b-15bbb3433da1,215.51.78.143,136.124.73.186,Bytecard
530,12/17/2017,23:22,ec6727c7-9eba-4996-b467-a244c14a89b1,121.18.7.216,228.54.5.183,Tampflex
531,5/21/2018,4:01,b0987a7a-c613-47c9-9973-96c5b14eaf02,201.226.70.115,253.236.145.144,Bytecard
532,2/27/2018,3:42,e30d6d98-5fe6-4bfd-8c58-990a98f733a7,188.150.29.70,134.91.242.15,Bitchip
533,3/16/2018,18:49,de0e5c7f-d2cb-4225-8c43-56aba0a0c2c4,108.108.130.237,56.147.30.161,Zamit
534,1/28/2018,0:36,8daaaddf-4110-42c6-bfee-f607866ee23c,158.27.238.180,37.173.205.45,Fixflex
535,9/12/2018,22:33,ca9864a2-be69-49e3-b484-27c23284e294,184.18.134.82,108.179.240.90,Viva
536,10/18/2017,20:41,a47f5194-c0a4-4f3f-9d31-4600233a5e6b,95.14.142.152,87.137.137.45,Konklux
537,9/25/2018,21:45,4abca766-4c2d-4a29-8c3d-df7703a48211,183.83.112.126,254.160.126.84,Gembucket
538,2/16/2018,22:20,8fe0f72b-fd7c-48ed-ad64-308d02db640e,197.230.215.92,135.104.29.46,Y-find
539,2/28/2018,2:50,e22f3102-e861-4130-a4d1-1182f3f120bb,151.189.35.7,149.211.54.109,Temp
540,7/1/2018,16:21,6e81c88e-9847-41cf-9633-0a79b74dcc48,0.122.127.123,5.90.25.34,Tresom
541,10/27/2017,2:01,2daf72d8-c588-4d76-81a1-d5b4ee968143,73.45.18.171,132.167.245.6,Tresom
542,10/1/2018,9:07,04d5b765-db2d-459c-8517-1b399b27df6a,182.144.55.187,163.31.254.37,Tampflex
543,1/22/2018,23:32,18838cfc-52d4-4cc4-840a-8b79d5c5719c,89.248.81.113,232.30.28.47,Solarbreeze
544,10/16/2018,12:44,ca03f246-f558-49a7-82cb-aa9a916b58da,32.232.66.247,246.192.210.48,Tresom
545,9/8/2018,19:39,06d1730b-f54e-4d77-bfbe-3023adbd02dc,48.106.160.160,152.47.189.90,Bamity
546,2/8/2018,0:04,5d3fda9a-9ecd-4d93-be6e-3a4776acce36,128.25.40.216,205.116.146.190,Ronstring
547,3/24/2018,20:49,d12861d4-c9a1-43dc-a73a-8599f23a5f37,121.18.148.32,102.63.203.24,Domainer
548,7/11/2018,23:46,a27c4f63-747f-4d79-a77f-ac149331666d,21.126.72.213,227.81.117.108,Opela
549,9/8/2018,10:12,2a3ae4cd-dd43-45bb-83cc-3606da5935fb,152.184.52.252,92.20.171.80,Pannier
550,1/25/2018,12:41,5a997e51-2a08-4307-a316-5b15f078bb3f,6.153.77.151,232.131.51.133,Bitchip
551,4/22/2018,10:08,e60c1cb9-7eb9-4b50-a2dc-3c7914266ce5,201.144.209.175,182.195.169.111,Y-find
552,1/17/2018,11:54,ca86191d-7fa3-4d53-8bac-c215c0cabce5,133.249.156.248,104.42.88.219,Wrapsafe
553,9/14/2018,4:42,ef6529c4-c7db-471b-a0f6-fc301925f9fa,105.53.5.156,93.1.25.185,Alpha
554,1/27/2018,21:09,8789452a-3db7-43ba-8133-eca78bd16ef3,142.62.174.88,123.31.207.124,Tampflex
555,10/26/2017,5:08,f31c8255-aac1-44df-9ba7-166fbf2d5acf,131.111.29.98,80.144.154.209,Tres-Zap
556,1/1/2018,4:34,e45b0369-83bd-4229-b1ab-1dcc065d4c02,41.175.99.61,80.116.245.60,Tempsoft
557,11/14/2017,21:19,0aefc43b-5103-4893-aecf-7e2cb6abc5a0,36.102.45.20,171.153.139.249,Zoolab
558,8/8/2018,14:20,8e7df585-e158-40af-8343-7e5c3ee56be4,89.189.45.185,73.73.146.76,Tampflex
559,3/8/2018,10:25,14c77807-f84d-4410-9c60-6c4a4bb8c511,227.138.231.177,7.161.115.116,Biodex
560,4/26/2018,18:41,1afe52db-877e-44b9-b789-3ff6ab922ecb,99.243.47.239,11.161.224.214,Konklab
561,2/26/2018,5:45,0a2f44ea-6151-4914-9fbe-346488c6bbfe,53.148.169.29,255.112.161.254,Zontrax
562,6/1/2018,19:28,0da2dd54-3c64-4355-91e7-1831fbe9d0fe,89.21.164.29,7.106.146.21,Bitwolf
563,5/28/2018,21:12,85963043-57a7-4126-85b1-a1f1034bcaa4,155.149.114.161,203.77.15.141,Kanlam
564,9/13/2018,4:22,467eccc8-70b6-4924-9784-c0d6d8cff307,186.4.162.193,108.26.75.77,Prodder
565,9/23/2018,12:12,63bd41e1-9c79-4c4b-87f5-2c4f34abe409,192.94.185.80,78.118.37.255,Otcom
566,9/6/2018,19:42,145f7277-c5d6-4603-b46b-0af3a30ed82a,130.68.91.213,109.75.149.98,Biodex
567,8/31/2018,17:56,c5b58222-ef25-4d08-a71d-7018f316b639,32.4.184.142,80.141.2.237,Tin
568,12/9/2017,20:32,f56d7b0f-c447-4e2b-8711-f5e1c96d207c,241.208.22.146,197.131.66.104,Bitwolf
569,3/28/2018,0:35,77a8db74-d858-40ce-85ca-593617e627ca,151.74.15.24,197.27.190.165,Flexidy
570,11/22/2017,9:32,8725ddba-d41f-44ee-a3ed-f50ccea00df9,53.254.251.246,2.104.212.188,Cardguard
571,10/5/2018,23:17,eb818643-c6ec-43a0-9b05-b487c955fd53,179.254.171.249,79.87.100.189,Temp
572,12/7/2017,4:04,7d8a0094-d7bd-4ed8-8ca4-4e3ff5048929,61.124.102.171,43.228.247.39,Solarbreeze
573,6/27/2018,19:50,3154e01a-0d32-4d1a-8e26-b06d372c5171,218.61.129.163,34.33.173.25,Keylex
574,2/4/2018,5:47,7d9d1b6c-8a05-4a9d-986c-7c220b589f42,116.246.4.98,156.42.129.148,Zamit
575,10/23/2018,23:14,0087c6c2-c87c-49aa-b168-0f1fd06171cf,159.159.179.103,249.127.223.41,Overhold
576,1/7/2018,10:09,312165fd-d066-4d4a-846d-f519a30c7b42,184.82.49.94,151.74.30.70,Prodder
577,7/30/2018,5:03,a420032c-f787-4af0-9947-dcb35e653df5,16.34.180.43,210.67.174.148,Bytecard
578,12/24/2017,16:12,2aca1a8c-e95d-4281-aee0-d62bf6ee4c26,51.35.23.62,53.219.163.68,Domainer
579,7/8/2018,1:09,3b826ba4-b8d2-46a7-b161-dee5192a8274,144.147.205.85,65.195.175.161,Zamit
580,9/24/2018,0:34,26590774-5e1c-43fe-8999-40b3d79fe75a,121.109.131.163,15.199.178.237,Vagram
581,10/11/2017,4:31,0282fad8-aa15-4a6c-8569-842cef81a4d1,129.217.166.60,78.58.103.252,Sub-Ex
582,12/29/2017,10:09,e7850335-7b6a-4b15-b1b5-9256b0f6eab3,30.103.230.64,140.12.212.101,Tin
583,9/17/2018,2:40,30ba1539-0816-491b-8c3b-dbf953fbcd20,70.220.154.175,76.178.143.135,Fixflex
584,9/22/2018,1:11,da9db3ab-1a23-4024-bb8a-accbca917d9d,2.1.27.165,42.99.238.167,Home Ing
585,5/12/2018,17:44,0b5bdb81-6f0a-4100-a77d-ffb3034938e3,15.227.29.186,8.58.190.224,Sonsing
586,2/1/2018,12:49,f5810623-88ec-4fcb-997b-912e57b0e27e,95.243.158.108,25.53.210.97,Y-Solowarm
587,1/15/2018,8:46,36e45db7-3083-478a-a759-b07b68cc3ebd,6.216.111.157,110.237.110.80,Domainer
588,8/26/2018,18:22,8588c5e5-fa77-488c-9b32-5b078d610d0b,166.20.25.149,16.181.213.52,Bytecard
589,12/12/2017,8:02,ff4d7c65-39f7-40af-b34a-104e7d8f5435,179.62.146.56,175.122.133.67,Overhold
590,10/8/2018,18:35,b73fed5a-ecbe-4cc1-9da5-3ee40510ec3a,206.142.96.140,234.62.217.25,Fintone
591,7/14/2018,18:51,2812c00e-1a7d-41f3-97ed-4f9ea8dd052c,166.3.102.4,206.155.78.7,Domainer
592,2/8/2018,19:08,04383a14-10c8-4f2c-be8a-fdc13dbfbff3,154.155.145.35,8.144.229.187,Bamity
593,4/27/2018,13:19,b2dad016-4d63-4fc4-b410-8e0cf408eb12,151.200.237.195,167.14.35.62,Wrapsafe
594,7/3/2018,19:29,89624735-92f7-4766-9fe4-6aaf9c4889b3,116.223.100.150,149.157.199.240,Span
595,8/7/2018,1:23,b59d164b-73bc-449c-b76f-db6bb80767e1,68.208.69.36,97.2.37.3,Fintone
596,2/5/2018,12:28,cc6cb355-8fd1-419d-af45-d9aa9e97e797,185.209.63.173,225.150.201.15,Opela
597,12/31/2017,22:47,f4cc16fd-eef6-4255-83c9-78eec78f1454,156.19.229.110,155.207.87.27,Wrapsafe
598,4/15/2018,23:19,89a21b4f-4160-423e-abea-6717719d7790,92.137.63.132,59.80.151.71,Toughjoyfax
599,2/21/2018,4:41,f2e125e5-75fb-49dd-92e6-bb8521d5ffc3,15.165.99.188,125.228.169.229,Voltsillam
600,7/24/2018,17:41,f3ee6f0b-1364-4f10-9ef9-d1be8ca35cae,63.254.7.113,87.7.15.91,Bamity
601,1/7/2018,18:13,780f1061-804c-42f7-9c9e-f025ebe5ea88,111.11.75.90,18.33.175.157,Job
602,8/10/2018,18:40,4b8f4f78-897b-44f0-a5b8-923b832e5461,141.200.2.68,57.220.35.94,Tempsoft
603,7/8/2018,17:20,1fc4a32e-22aa-4b93-abc9-eb05b9e38dcf,215.45.43.45,115.106.86.156,Keylex
604,8/13/2018,4:51,b9e68ca6-8c30-4b22-b4e0-6cacc83d0e10,54.200.185.253,84.243.54.194,Y-Solowarm
605,7/27/2018,4:23,6943b81e-35f8-47e8-9118-447c23657ad5,78.149.126.133,34.11.70.121,Bitchip
606,5/17/2018,15:14,9dee1c6d-cb6f-4e93-acac-b5738a0d6180,252.50.239.151,66.197.179.249,Treeflex
607,9/3/2018,8:04,36c634ba-d851-4346-b767-f05939edbdeb,19.179.3.13,129.188.102.196,Wrapsafe
608,6/23/2018,15:46,1ce5c582-358e-4be9-a69b-0d309c73c9ce,201.36.6.57,120.178.153.1,Fix San
609,6/14/2018,7:36,e394c258-109e-41d4-a9c5-4e7fa373a7a3,149.53.34.137,5.66.83.222,Otcom
610,4/2/2018,13:35,3dbcc703-5a50-4868-947e-a9dd7bf4ab2a,57.232.51.167,37.169.39.141,Zaam-Dox
611,3/7/2018,18:30,3160f7e8-751e-4f75-9596-652013079a8f,73.152.226.21,0.4.203.232,Stim
612,9/22/2018,23:35,a08a02c9-cb26-4533-a6ff-135a80d4e435,182.36.178.75,176.194.96.96,Ventosanzap
613,2/8/2018,1:05,f6102014-894b-469b-a424-291cf40b56b9,59.63.194.233,116.40.242.183,Gembucket
614,6/16/2018,11:17,cc574075-cc8b-493b-93c8-3325b670cfef,3.19.50.166,114.48.163.12,Tempsoft
615,8/21/2018,9:12,969d0689-6aff-4801-8090-ae98edcc6e82,63.127.255.158,38.216.14.27,Sonsing
616,6/23/2018,1:15,10518daa-3e78-499b-a733-7469f7184235,189.31.58.223,79.105.73.136,Holdlamis
617,5/20/2018,16:13,4b9a4cdb-5ce2-4b59-86ab-c5de8fb4380e,176.54.168.187,8.21.17.176,Daltfresh
618,10/20/2017,21:52,0ab46b01-0cdc-4f77-b023-4ee8b5aa13b3,8.99.185.218,178.23.58.222,Bytecard
619,4/2/2018,22:58,85094576-ed50-4033-a83a-53fd3c495d7f,176.48.146.18,70.85.127.73,Rank
620,10/22/2017,12:42,d640f86e-8700-4991-b723-a257a6ad4412,17.176.21.165,255.3.198.127,Treeflex
621,8/19/2018,16:05,9c6c5cc3-fbcd-4ec8-956e-08f0d3c113c5,26.234.251.83,252.160.193.136,Ventosanzap
622,11/7/2017,0:22,179a6d91-4ee8-4973-99ca-220ce9cbadfd,244.25.251.83,237.168.183.24,Solarbreeze
623,6/7/2018,15:41,e79f2609-69e0-4d9a-8dda-2b0b41afdea6,1.193.104.218,248.9.3.131,Cardify
624,9/18/2018,14:34,e958ad2f-c250-427e-86bd-da9dd79505b7,71.59.175.14,193.25.93.212,Gembucket
625,10/16/2017,8:35,232eddfa-7033-477a-8e87-3d3cf3838579,213.87.242.128,152.69.108.38,Zontrax
626,8/7/2018,1:35,8bd92de3-138a-4df2-87db-23cab70c100d,255.127.92.246,248.156.16.214,Bamity
627,7/8/2018,0:02,74c78ad8-81ce-4061-916b-816cf04d3b64,103.155.225.151,39.147.35.49,Toughjoyfax
628,10/15/2017,5:49,68aef16f-b080-4656-a01d-02f8307535eb,128.102.163.71,249.219.3.158,Y-find
629,11/1/2017,13:40,3c462bfa-db58-47bb-859b-c2f214e2cf6c,206.236.182.173,153.161.24.206,Job
630,3/13/2018,6:38,6f762c08-c7af-4d2a-813a-859f93910a89,140.109.206.191,1.106.139.128,Pannier
631,12/15/2017,12:14,71b07257-f3cc-4dc8-913a-9cbbaf10a17c,136.36.253.52,55.103.53.170,Ronstring
632,8/20/2018,13:40,c428b538-bc48-47f6-9412-6344e1c7eef3,92.35.148.160,211.131.43.59,Ventosanzap
633,5/5/2018,16:28,2dd8f5af-6639-4801-b475-19873de1f57b,228.191.113.147,79.163.21.204,Hatity
634,4/14/2018,11:31,ca8408ae-91d1-499a-b566-cf37ae6ada7e,164.214.206.203,85.142.36.153,Otcom
635,12/11/2017,7:49,4571c053-aadc-4d90-ba9a-1a2239c4d937,235.245.60.99,22.127.148.1,Transcof
636,11/18/2017,3:24,b3eef7e7-b8cc-4a1a-ba93-5685dea0278e,160.140.190.223,90.42.3.210,Konklux
637,3/19/2018,6:02,6c963487-8525-4b5a-b0e2-d7e2b8b28254,94.108.254.195,1.184.212.122,Ronstring
638,11/2/2017,8:42,2f893327-47e1-4489-bece-df5c5524405f,254.121.30.18,17.162.112.245,Lotlux
639,10/20/2017,12:39,87b0c464-2c40-4c5f-b597-b614a63c32ef,110.145.201.124,247.226.3.99,Bigtax
640,10/28/2017,13:03,049e88c5-df5f-4c7f-8611-360627a677d9,59.75.156.67,212.228.225.9,Tin
641,8/19/2018,11:19,ce9656c7-a1e1-4f7e-8c17-f8aad3c14b70,88.85.205.178,10.135.136.206,Matsoft
642,8/13/2018,6:14,1efd2197-3db0-4da2-9b12-74d5e8a831c0,50.45.94.1,79.164.98.175,Job
643,8/18/2018,11:10,a52892fb-ba12-471b-8be5-c240a32635ab,40.101.142.9,157.238.190.12,Zathin
644,6/13/2018,18:54,014ab1e8-971f-4e2a-a5ba-284ee048f885,184.9.154.182,21.102.205.16,Greenlam
645,11/1/2017,4:34,84e2bfca-4579-4476-8bad-63c542e2d8ea,71.73.239.174,108.216.145.72,Holdlamis
646,8/16/2018,1:25,92a1afab-bd33-4c01-833e-b008d6b4afa4,100.40.87.96,52.45.172.132,Zoolab
647,7/15/2018,17:42,62710d61-834f-42b8-a5e3-2944c6fffb51,62.240.79.224,173.212.13.104,Cardify
648,10/23/2018,18:27,80ac7f2b-4c60-49a1-b017-72f1ee23e7c8,47.177.227.114,122.22.115.74,Rank
649,1/15/2018,4:15,3c578365-7a25-45d3-ab6e-5459c1285ebb,196.118.192.226,42.142.79.222,Lotlux
650,11/2/2017,13:15,34f1a0ae-229d-40ce-9b51-d608d91df778,159.184.197.110,207.46.17.169,Keylex
651,10/18/2018,10:00,1b480e1b-f9d9-49aa-88cf-69b373940658,1.156.138.117,24.39.253.184,Voltsillam
652,8/28/2018,16:20,27aa0e03-32d5-4590-91cd-28edae2b47b7,60.178.90.102,140.37.0.206,Latlux
653,10/17/2018,21:47,ddce6b84-b5ea-4e32-85fb-10eba347e35d,228.109.198.181,186.112.119.60,Bitchip
654,10/8/2018,14:54,6691ac96-4a01-4bca-aa57-694405e46a1c,126.66.253.248,200.114.144.3,Kanlam
655,12/17/2017,17:52,cdcfe997-0917-434f-b132-6acf5807820c,252.52.32.207,194.195.136.207,Vagram
656,5/11/2018,16:26,8ecc4588-2de2-4561-b4b5-ecbb79c6aa85,158.95.243.147,178.252.69.42,Mat Lam Tam
657,7/19/2018,12:55,02932bb9-ec99-4481-aa7b-8b4d9e0afe76,169.107.247.115,140.204.116.164,Domainer
658,10/23/2018,7:34,9392eaac-b090-4f2b-a9dc-cda8ce793653,179.223.99.15,221.155.250.235,Quo Lux
659,12/18/2017,18:38,8b97dd1b-8751-43c2-901c-095bb6cb1392,99.184.30.8,147.107.73.250,Ventosanzap
660,8/31/2018,16:10,4240d5ba-1024-4ca2-9cd1-f2b71c8dcef3,206.26.183.3,62.127.45.84,Prodder
661,5/18/2018,8:45,ca9fef0f-4288-4349-96d3-7b736e0f2735,65.56.52.252,112.232.146.189,Domainer
662,1/21/2018,6:10,e5165ff2-fa26-4554-b698-b491432b9006,121.19.144.53,64.69.171.225,Sub-Ex
663,6/13/2018,5:19,ea65d6f2-6077-4135-83fc-ed47462e9cac,228.10.187.99,115.165.237.142,Zontrax
664,4/14/2018,3:05,57f85e17-44c7-4d10-8ad1-7f5e2f7a7483,242.35.120.195,230.164.129.231,Temp
665,5/6/2018,7:00,c5100f68-47a3-45b9-9abd-f9264fc031c6,104.200.77.237,116.190.85.134,Asoka
666,1/19/2018,11:33,f2c697e1-9eda-4217-a705-ae1c33e284f2,126.205.77.75,134.116.186.79,Job
667,2/22/2018,19:54,9279393f-b0aa-4549-bc63-9b2adaae0063,234.87.155.212,27.46.21.115,Prodder
668,6/14/2018,10:51,3677ea9e-58ad-406f-80e9-fe56a0f2b5e2,172.32.21.197,135.223.176.106,Voltsillam
669,10/24/2018,11:15,604353a3-7bee-4f55-94ab-bf3a515b83d3,173.192.246.99,248.104.2.19,Fixflex
670,4/17/2018,8:57,563f9633-f3a8-4733-9e5a-7804af2ac108,83.95.128.152,211.151.109.87,Redhold
671,5/27/2018,8:41,490ef058-552a-4edc-8b25-1b57659bcf2a,145.79.239.224,80.24.4.55,Viva
672,11/21/2017,7:08,52419e1b-d3e0-4828-8993-7aad52250d26,65.163.115.187,214.102.95.157,Flowdesk
673,6/22/2018,6:30,6ee27101-fee5-45a8-a209-5fafde2cb028,201.144.197.13,17.196.214.108,Zoolab
674,3/20/2018,1:43,90992f56-92a8-4d71-ac01-98592d46e718,114.231.230.64,215.0.234.112,Tampflex
675,6/21/2018,0:10,1bfdc600-97ce-43f8-a04b-8394441b7da6,9.149.70.210,21.223.117.236,It
676,2/27/2018,16:43,31f29657-3275-40e0-b0f1-d6ef2f4919ed,134.42.192.173,35.17.50.143,Prodder
677,7/13/2018,14:39,bb5361ab-205f-4d51-a375-336960ca1219,175.152.111.77,197.92.122.126,Domainer
678,12/1/2017,3:33,f1764949-ab61-4411-96e8-495e2065cec3,108.30.45.225,98.14.151.35,Flowdesk
679,5/23/2018,2:58,f6270ea5-995d-45ae-9485-0ed9908f1fa7,119.215.147.204,17.152.90.143,Lotlux
680,4/9/2018,5:34,9c00f87f-85af-485f-9d44-f82c612f2c98,154.145.238.106,152.183.96.164,Zontrax
681,9/5/2018,18:33,69ea94cc-9004-4ee9-ac52-66114935c507,0.208.121.245,132.166.200.136,Ventosanzap
682,6/6/2018,18:02,6a0fc6ab-7b32-4655-baf1-ab7ce37fd385,221.160.64.155,216.233.221.197,Rank
683,4/22/2018,22:08,e693f3b5-b085-4e1d-90ad-6bb18bd47298,232.175.144.23,84.145.105.22,Transcof
684,1/25/2018,10:32,ff0f49f7-7b39-42b4-8edb-64a27a8b1dc1,126.34.245.191,153.25.165.99,Andalax
685,1/8/2018,17:28,57db9ed4-eab3-451c-b193-5117dc5b1680,196.83.223.153,92.102.74.179,Sonsing
686,4/18/2018,11:23,c5922a9e-9a3b-45d7-9ab6-b4ac0ab8e364,245.14.65.221,50.41.226.228,Kanlam
687,7/16/2018,8:52,3d68482c-aba2-438d-a7d5-1092528ba272,4.118.117.206,186.233.152.45,Zaam-Dox
688,3/14/2018,6:17,e3161477-2600-4b28-b970-f609bbc4dc1a,189.148.139.20,98.219.200.136,Fix San
689,10/31/2017,21:20,c4b767b0-b8a7-45f3-8529-2d540be6b350,4.44.109.192,0.127.107.130,Quo Lux
690,1/26/2018,13:18,aa1ff84c-4985-4315-b38b-72ce8129e070,247.95.210.167,20.130.220.47,Flexidy
691,4/12/2018,9:07,bdea8a51-d8af-474a-8a0c-bf56b8be2c85,209.40.155.52,251.42.130.198,Zathin
692,3/23/2018,0:34,7bbd7aeb-25a0-42db-8f35-dc71db363eb7,116.114.82.43,195.97.106.208,Latlux
693,8/24/2018,20:56,a76bba45-000d-40e6-9a11-fbcb810dfd25,202.214.37.120,78.159.240.221,Latlux
694,11/30/2017,17:34,b44abab0-cd02-4f92-9f35-54cf733166db,185.136.84.124,152.199.86.31,Opela
695,1/30/2018,2:00,bd4923d9-4999-4623-98e4-3460fc94dfc8,15.91.232.86,216.195.204.87,Konklab
696,11/30/2017,7:40,4f717dd5-3ad1-402c-94af-0bac800f6b25,245.8.52.118,1.198.101.118,Tin
697,6/12/2018,20:44,1bef1069-8300-450a-93d6-47b5fff379c7,4.63.48.179,53.178.231.35,Tampflex
698,1/6/2018,23:22,abe22afb-eea5-4f45-b635-5cb069633897,165.230.244.60,80.155.223.244,Fintone
699,10/22/2018,4:19,20dff81f-6059-489f-b901-a13ddabfc970,21.175.198.240,17.14.92.220,Kanlam
700,9/2/2018,12:38,5a9f00e4-4fb2-45d6-b466-242bafda63bb,244.191.14.108,206.52.157.144,Asoka
701,10/18/2018,10:43,1bfe9879-fcf4-4636-a93f-da299ec1abd0,42.145.37.115,82.70.9.2,Voltsillam
702,4/23/2018,2:00,3586ad06-a2d9-4f88-8536-f3d63ca7d6a6,120.34.238.203,35.170.206.94,Sub-Ex
703,6/27/2018,12:38,ccd2f7f8-556f-4394-872a-7c7620f3558a,4.161.99.221,8.243.173.76,Cardify
704,11/8/2017,8:10,659fc500-79d2-4478-a763-a237ee294b42,98.140.84.211,32.83.229.202,Overhold
705,7/19/2018,19:44,c5160a71-0e6c-4693-b980-e5d55c4c6f27,13.244.87.216,17.33.189.178,Domainer
706,2/9/2018,6:12,cf5dc8fa-84c9-4c7a-80f1-2a1f1f28d142,211.164.227.117,141.111.165.226,Sub-Ex
707,2/5/2018,21:55,0b3f029b-06ca-4624-a93e-7f2cf57f4a89,181.168.75.128,16.219.65.139,Overhold
708,1/25/2018,22:26,2c509105-c150-4484-aa10-7384fe5b673e,78.189.54.193,157.45.194.46,Cardguard
709,9/13/2018,16:22,560680a1-837f-4bbf-a92d-93975aae1237,131.47.48.118,108.185.214.215,Mat Lam Tam
710,11/25/2017,18:23,dcfd47b1-7d40-4b09-8caa-98996717a2b2,106.247.103.173,183.72.230.145,Konklab
711,10/27/2018,8:01,39d2a1c9-2171-418e-a7dd-a99862f517fb,182.177.103.75,241.229.28.84,Y-Solowarm
712,2/13/2018,4:06,450ddff0-f38d-4bde-8cf8-45411110cecb,173.196.122.136,4.174.162.82,Cardguard
713,12/12/2017,5:11,50f6362d-10e6-4583-b7fb-ece85a33908a,56.8.201.131,77.20.130.214,Zontrax
714,9/4/2018,11:48,bde3dbbe-1ece-4ff6-aba3-8ea68ee9e2a7,132.103.106.29,35.107.121.9,Voyatouch
715,10/24/2018,9:15,952acf56-6e9f-40bd-840e-4ef28c270838,123.5.108.58,234.230.148.88,Asoka
716,6/5/2018,11:33,1868a483-0aa4-4bde-a44e-7f6a9405cc8c,173.115.188.203,197.64.205.155,Quo Lux
717,4/12/2018,16:37,b16c717d-99e8-41e4-ad50-4923f5548638,123.233.128.16,220.191.237.76,Stim
718,2/5/2018,22:48,18704985-7cc6-42b2-a9a1-d28d1456aadd,229.173.147.156,66.131.115.17,Tresom
719,8/18/2018,8:03,0fbd94c5-39fb-49d0-bd9e-bde7e18420cc,43.145.246.5,117.61.165.99,Cookley
720,10/1/2017,3:29,424cfda9-5436-4acb-9141-90d658ce7d6e,139.130.158.126,223.192.99.27,Pannier
721,3/31/2018,22:43,f53a1c87-3d87-47ae-83ab-e2ca75af2ec8,144.229.74.8,219.91.134.35,Ronstring
722,2/14/2018,3:34,2941f3a2-fcc6-4ddb-9c1d-7a6622384213,106.120.202.4,246.80.136.154,Opela
723,2/1/2018,19:30,a2d1ecdf-ff4f-4c64-8f5f-188ef00a20bc,6.125.71.31,71.118.64.32,Pannier
724,7/2/2018,15:56,37d20a67-c365-45cf-8efd-5ca57660d88b,138.13.99.96,167.34.14.226,Toughjoyfax
725,7/21/2018,13:50,7570a7aa-5f01-4fc5-ab52-bbb73990cc69,56.143.8.255,44.236.35.151,Bigtax
726,7/11/2018,19:24,3a01699b-9537-4904-9568-92d2aedba88b,93.101.241.171,60.63.240.248,Asoka
727,8/5/2018,20:37,6b18ee7f-2825-4beb-9897-697c3e67b22b,247.55.252.233,250.52.133.66,Bytecard
728,8/17/2018,0:44,899dae10-c2bb-4821-9f7a-8a335cae1ba4,29.64.162.175,185.246.126.152,Quo Lux
729,7/21/2018,18:10,dd3dadaa-eb8d-41dc-b112-790016100024,55.140.90.39,203.253.14.23,Ronstring
730,6/3/2018,4:05,c5395559-4842-4d76-94db-9348a5ea9067,155.69.175.65,158.17.252.241,Voyatouch
731,2/18/2018,6:55,2eca8410-65a0-4cbd-a4c8-4d2c21cdcf02,247.86.19.154,135.150.19.74,Quo Lux
732,1/12/2018,0:30,232c8987-1c79-4904-8194-33baf7144a9e,136.134.190.187,142.203.181.41,Otcom
733,8/3/2018,14:44,ccf6f9ab-d386-4d87-ae7a-63c169ba7036,123.30.139.75,166.156.45.109,Tin
734,8/29/2018,5:59,8f76204f-1039-4af3-8d96-314e85af70d7,98.12.47.20,81.211.166.48,Ronstring
735,4/28/2018,4:41,fc8f3d08-0ac2-47cf-8033-61af7c6330df,223.124.184.71,238.39.234.84,Prodder
736,4/28/2018,9:51,346616fc-32cb-4906-9514-d9ea7c82d15a,135.90.251.183,233.164.192.164,Holdlamis
737,9/4/2018,12:10,a240bbc6-6c18-4891-ad3e-67242569f262,248.245.156.54,255.151.251.178,Overhold
738,10/16/2017,14:57,7e957e91-6205-4bf0-81f1-0234432cd40d,35.94.1.185,242.124.57.200,Tresom
739,8/15/2018,16:18,7cb5037b-ea0e-48ab-b43c-ddefc33080d7,80.194.221.30,234.144.4.100,Tres-Zap
740,11/29/2017,19:07,0761723c-53c9-46a3-a4f8-74e0cb2be5d9,73.54.227.128,120.253.113.193,Stronghold
741,1/8/2018,15:55,29c87ae1-f33c-4702-b5ec-6945ff23a082,238.71.164.139,102.176.55.181,Viva
742,8/8/2018,9:11,651157a9-aa4f-4aa7-bbae-dd30c1432ac0,41.196.24.244,78.75.95.7,Zoolab
743,4/14/2018,22:03,6ab606b5-49a7-4733-9569-2ba96821bc7d,186.162.178.156,13.33.163.241,Zamit
744,9/30/2018,7:58,a8628fe4-c68d-4ab3-b37f-32b7c16aeb55,250.161.8.39,14.187.161.186,Toughjoyfax
745,7/27/2018,0:56,c36ed9eb-7c58-4238-8899-c489c8699d10,189.21.87.228,246.13.40.46,Stringtough
746,12/29/2017,20:33,6dde4973-3364-4d89-9509-f331749fe5a6,136.250.144.84,173.12.102.72,Opela
747,9/15/2018,11:26,ac822cba-1ba7-4c1e-91e2-cf4deb28e2c5,236.102.73.165,213.198.118.230,Flowdesk
748,8/28/2018,9:08,39641b1e-fa4a-4c00-be3f-e85aeddcc865,210.105.61.42,107.37.218.131,Quo Lux
749,6/26/2018,22:23,e49f289d-8842-44a4-bc0a-254721b071a4,250.5.52.136,247.173.87.191,Sonair
750,12/11/2017,1:38,0557840c-e039-4a40-ba84-236288ebcaab,96.158.119.72,193.193.199.143,Prodder
751,6/26/2018,22:13,1d7521b8-8038-4a4c-a77b-de6336e77824,186.253.137.32,224.75.35.1,Regrant
752,12/6/2017,0:19,5341faff-f551-4a19-bf2b-734dea670210,21.137.7.244,239.212.80.66,Konklux
753,2/10/2018,2:53,dcc43cd7-2e29-4ed5-9ff5-c360c4199c6f,191.99.13.214,227.227.59.32,Namfix
754,10/15/2018,6:05,9c70120a-a0d0-466d-a0b4-5415e19aebd8,76.1.14.65,117.171.26.154,Bitchip
755,12/16/2017,23:31,91d52246-36e9-4cb3-b0dd-2ed1e2fc6b9f,98.24.136.186,7.74.112.182,Fix San
756,3/19/2018,6:37,bd639dfc-6fd8-4c35-b62d-2445ca49c8c6,174.81.128.78,172.211.124.55,Zoolab
757,4/21/2018,15:19,f350a61c-03b1-4afc-aad4-8a2821ce0337,240.196.95.121,107.72.77.171,Bytecard
758,10/10/2017,21:56,aeac3c54-c4fc-487e-84bf-b63f9b8bd5a5,84.207.124.136,173.164.216.86,Alphazap
759,12/20/2017,23:19,f65d2f24-7b5c-45c2-83a0-d27f152c2d83,25.26.188.158,145.69.113.72,Opela
760,9/30/2018,12:53,40516ccf-6d77-45a1-9100-29d877c5254b,64.57.112.216,178.92.63.146,Greenlam
761,4/9/2018,0:06,1f43ea60-e849-4c11-a252-97a8f91be416,45.25.2.31,32.6.221.169,Cardguard
762,1/19/2018,13:28,9b0e5828-ac9e-4568-bc26-e362f2ac975c,175.2.215.110,121.52.120.224,Duobam
763,12/15/2017,19:51,fe68165c-b39f-4083-aa87-23ad852affcb,172.2.119.92,139.154.124.8,Cookley
764,5/21/2018,16:11,313ba918-b6f7-489b-b0af-aaf983ab6df1,44.205.156.92,160.142.6.42,Zontrax
765,5/16/2018,19:29,9fa8ed97-42b5-4c2e-a612-770573cd984b,185.94.169.4,19.56.143.98,Aerified
766,7/7/2018,16:20,faa5e9cb-dd18-46da-9365-d8f2e8046275,61.55.58.191,52.203.185.41,Veribet
767,10/18/2018,1:25,2d0bfa26-3f21-4bfb-a353-c38d40c437a4,20.51.132.11,104.41.180.109,Tresom
768,3/10/2018,17:45,c6e3a114-ecdc-40a5-9a67-2efd9074e463,88.144.69.44,203.71.30.12,Alpha
769,9/4/2018,5:12,9c0fea8e-285c-412f-8440-4df792da52e1,14.197.132.99,219.128.122.184,Sonsing
770,12/3/2017,16:29,664beb45-5d45-4bce-aad4-022d1b53323f,197.127.80.56,67.240.100.90,Otcom
771,6/16/2018,11:19,689248ed-c894-423b-925d-0a6235b1f509,230.98.28.9,118.169.240.245,Tampflex
772,5/22/2018,1:41,dc3912db-4e20-43a3-a869-ffddbdeaa9e9,92.33.178.44,25.8.157.34,Hatity
773,12/11/2017,19:39,fe8f520b-1917-4315-a385-456d67ebc562,89.131.97.89,103.114.17.32,Subin
774,10/26/2017,11:53,534d9d48-7954-449a-8238-2bc5b5f19146,165.209.79.157,122.62.81.92,Subin
775,7/3/2018,15:41,6283e544-a73b-4e03-b58b-0405d6454d95,107.86.56.139,227.54.166.48,Treeflex
776,10/24/2018,8:43,e138eee7-1969-4d3a-9e9b-a71a79bb2065,97.54.159.203,40.208.38.58,Asoka
777,6/5/2018,12:37,79c3ae40-ac8d-48f0-ba2d-9f6dac569f05,28.69.155.133,14.188.191.225,Fintone
778,3/30/2018,0:28,6c79eb1a-ad53-44a4-8047-4ca9940b8b16,210.8.197.195,196.36.195.110,Zontrax
779,3/6/2018,18:28,7948ec1f-8f6c-44aa-8b1e-617bf1835a0e,124.122.105.82,217.191.60.6,Zaam-Dox
780,12/13/2017,1:00,d631950c-6f99-4e78-96f5-339e4ebfa1d5,139.134.126.196,122.148.79.67,Matsoft
781,6/11/2018,17:18,b38d9506-f517-4fcb-9a34-64f70bf5a807,86.100.240.254,137.17.194.90,Cardify
782,11/1/2017,16:13,0dc9c0fb-77af-4ee7-b593-8f988e6f54a3,247.48.76.86,57.21.130.126,Rank
783,8/30/2018,15:37,d51f649d-844c-48f9-a4bc-dd3a0f4f6a7b,213.6.68.46,176.236.117.139,Flexidy
784,2/18/2018,11:51,e9c94a14-bee0-45f6-9c57-11561c13a58b,49.36.65.101,239.11.135.79,Tin
785,10/22/2018,2:45,bf6e5e71-213d-4740-be76-b11e35529421,204.131.175.161,188.60.253.219,Holdlamis
786,6/21/2018,5:19,97b96a86-6eb3-4dc1-89da-68a6633de2b3,34.197.55.14,66.80.254.40,Cardify
787,7/10/2018,19:20,d82f6abf-002c-467b-b791-102ee1cf6885,242.9.220.21,155.137.231.230,Fixflex
788,10/1/2017,9:08,2aa84dd4-118f-475b-bc1b-c294504a322d,246.236.55.185,4.25.159.220,Voltsillam
789,7/20/2018,15:14,d975c8ef-8083-4c58-9f9d-b4bf2d985b9d,84.86.46.152,118.57.129.40,Fintone
790,6/27/2018,7:28,a8d2e8fd-4767-4935-85ea-69580b9061b7,83.210.230.44,121.15.21.55,Fixflex
791,10/24/2017,4:37,47b34af8-8a82-4b6e-99b8-fcbb6880ca4e,29.11.108.91,185.242.5.247,Subin
792,4/16/2018,10:33,c61a8a62-5d36-4f54-bc11-821527d191b8,136.151.74.199,67.243.154.79,Bytecard
793,4/12/2018,6:20,1455e065-dcd4-4a09-9bfd-a81cdbca3f36,157.179.76.103,87.75.114.1,Y-Solowarm
794,7/30/2018,19:00,a36138d0-9682-4d6b-b43b-d63f7f2e10ce,122.129.109.90,67.33.84.26,Ventosanzap
795,4/9/2018,14:10,e7aaf9a7-ba6b-46cd-bdcc-7726dc206128,124.215.197.131,77.236.219.101,Stim
796,5/21/2018,0:57,85af9dba-c16b-4670-b47a-2389d1b0436c,10.140.143.107,212.6.79.217,Stim
797,9/19/2018,8:11,3d915073-435c-4a36-9b62-928c2c8793d6,119.176.111.208,21.244.102.101,Fixflex
798,2/14/2018,0:56,a588dce1-5e4a-485a-b0cd-581c47087402,59.81.180.231,111.171.36.17,Wrapsafe
799,6/24/2018,4:04,090c885c-89f7-465d-985c-b2bb19bbc76e,129.32.8.199,107.242.197.26,Redhold
800,10/15/2017,18:42,a706eab3-fdd5-4651-9381-4062339c1acc,184.0.98.71,33.28.203.153,Alphazap
801,10/31/2017,17:37,e5a9c981-646b-443e-8095-2fa7ce6edc50,252.218.135.135,101.102.209.195,Regrant
802,7/23/2018,6:20,22a9715e-6c79-4f4f-95d0-997ac9593841,142.40.249.22,75.220.109.164,Hatity
803,4/6/2018,23:44,c38ccd08-de24-47f1-91bc-59f900d90f5d,247.74.89.178,255.120.178.142,Tres-Zap
804,2/4/2018,0:12,dc8934a9-236f-461d-ae72-b2843a7ba820,163.251.246.61,1.44.194.32,Tin
805,7/1/2018,1:41,44a9bd3a-328e-4957-8ba6-ff812d56faeb,74.51.116.75,182.42.243.88,Solarbreeze
806,4/8/2018,6:39,81f892f6-c102-495b-b283-2ecd5df5ab52,45.245.48.204,73.37.40.178,Asoka
807,10/18/2018,8:23,b7409823-f326-419f-8a24-32085293ce12,60.205.60.123,41.197.124.30,Span
808,8/16/2018,12:52,9f35e5a4-91be-427b-95f5-98dfd8fa58a0,173.29.123.183,212.116.203.42,Overhold
809,4/29/2018,17:03,f72179d6-efc1-45b5-b6ac-a664c6fe66be,74.164.80.211,73.150.159.1,Toughjoyfax
810,10/20/2018,15:50,b996efbf-c4c1-4a4b-ad28-a6955c2da20e,47.108.124.169,95.121.126.239,Sub-Ex
811,10/24/2017,21:35,27e264e2-321c-473a-9589-2a65a1b328f8,50.66.130.205,128.97.255.119,Daltfresh
812,10/28/2017,18:19,2c602fbf-86c2-4be2-a8af-dca7062f8f9f,11.30.129.120,212.207.210.171,Flexidy
813,9/22/2018,14:00,87a82eac-5b16-48d2-9adf-5d8d197531fc,8.36.255.186,192.240.101.66,Bitchip
814,10/15/2017,4:24,1d6a24fe-6222-4014-8ca2-2bcd23615895,107.219.218.15,47.153.192.32,Treeflex
815,10/1/2018,10:37,22851a15-f18f-41cb-9044-01491ff6e165,104.212.229.20,110.252.82.55,Temp
816,10/15/2017,18:48,b46fb454-6f49-4299-898b-beb589272791,64.112.241.250,171.249.118.239,Bitwolf
817,1/3/2018,15:22,9eb93089-dde3-4a05-b411-95a5b8db8529,24.216.241.139,209.252.162.136,Flexidy
818,7/28/2018,1:09,49638980-007a-4a30-bd1e-6f2d871309b4,0.133.28.161,164.199.159.76,Solarbreeze
819,8/21/2018,2:47,0468dd05-8d16-4f4d-bfef-4c3a507b016e,139.22.13.8,213.96.188.186,Voltsillam
820,1/19/2018,21:06,626350f9-1270-438c-aa97-4a76763b4634,169.197.214.255,51.106.22.160,Zaam-Dox
821,9/20/2018,22:08,b5f1b889-e510-483b-b6ab-52e48ba467ee,174.80.66.123,127.77.172.186,Fix San
822,5/1/2018,17:02,18faaa18-b808-44d3-b4d6-a5679721ece0,184.112.131.237,111.11.227.72,Domainer
823,5/31/2018,16:23,b84c308c-1191-42b9-9d84-79c7748d9cfe,70.210.151.244,244.189.189.40,Konklab
824,2/26/2018,6:51,1aa2ddcd-ebb6-43de-ba99-3764c762c8a0,58.153.84.73,30.249.159.108,Regrant
825,3/30/2018,1:09,a60e9d8c-59c3-44ea-9b22-93df091860e5,165.11.65.168,13.12.6.96,Zathin
826,12/8/2017,8:29,b708c0cd-2bf0-4520-ac05-10bb921f50c5,44.53.53.26,148.119.189.85,Tempsoft
827,12/24/2017,16:26,309d7318-b4cf-426b-9b28-11f24d08cb00,150.231.71.229,173.159.174.12,Lotstring
828,3/27/2018,17:45,e598b2d8-69ef-40b5-918d-401776a8b7e7,75.230.151.224,88.209.149.191,Bamity
829,10/18/2017,17:24,f6dcb01f-053c-4978-b1ff-a28f1b5cedc7,39.241.82.93,201.65.229.111,Duobam
830,2/18/2018,18:16,fab8ec64-0c40-4949-bab3-753fa4fba11b,97.191.218.106,139.105.216.81,Bitchip
831,10/30/2017,20:55,2049d74b-cebf-47ca-9721-a72e9d835ce4,201.86.121.240,169.133.33.147,Solarbreeze
832,8/11/2018,11:19,901878ce-ed3a-434b-8be7-0b6ce05c607f,254.112.232.57,38.159.149.206,Bigtax
833,4/28/2018,20:34,8e48d139-d03e-4303-8aae-b06ec26e36e9,67.48.185.122,74.239.57.80,Tres-Zap
834,12/12/2017,17:03,6e5ac416-fd5b-4a81-9c87-a561c77b9e26,134.238.142.248,233.254.161.184,Keylex
835,6/26/2018,21:39,f41a78f1-3135-419b-a693-c6eba7bef377,186.142.65.175,193.2.171.55,Cardify
836,7/10/2018,1:41,a8f10491-888c-4c0f-9d96-ada6b73fdcee,28.54.56.158,197.158.55.111,Redhold
837,7/22/2018,14:52,a5646455-6c1f-4cd6-858f-66d9ba32aafd,76.243.100.124,215.221.106.118,Opela
838,3/19/2018,8:33,c2820b7d-aecd-4fd3-bcae-f2cf0cc4dd6c,84.183.14.208,9.64.66.55,Fixflex
839,2/18/2018,2:18,2566d986-5462-4142-af64-c546de8930b6,4.59.187.244,51.47.156.24,Stim
840,5/8/2018,17:04,9e23bfb0-b356-4577-94b2-5062099601bf,56.57.116.10,214.96.80.130,Subin
841,3/5/2018,22:38,d0685d5c-bb7f-48a0-bd9d-2dbfabebbdb5,163.142.19.177,160.205.189.73,Bigtax
842,3/3/2018,13:02,a86ff167-e703-414d-9592-2d3436c6dc04,18.247.56.110,234.53.115.125,Toughjoyfax
843,6/24/2018,5:34,f1ec79e1-bf6e-49ab-a3f8-9c80db3d4067,167.154.120.229,54.44.169.59,Biodex
844,5/15/2018,22:36,9cb772a8-0b64-4618-80f7-0f9525bae0ac,80.20.161.130,9.85.23.39,Sub-Ex
845,3/13/2018,11:24,d8a24368-2d58-4839-a9ad-dabffa77819b,126.117.99.39,199.0.110.61,Job
846,2/10/2018,12:50,36ff1737-8168-4eb5-8ec7-fc96df5fa2cb,131.155.116.25,16.93.153.245,Keylex
847,5/31/2018,2:42,4dc192b7-5d97-44f1-981e-954002312c71,119.201.54.140,100.226.197.71,Fintone
848,8/7/2018,8:28,d8aa393a-85a2-4416-bf61-22fd8637c339,87.214.185.172,40.53.227.255,Wrapsafe
849,6/10/2018,22:38,e6416ed7-1e65-4e0c-bd75-eae164754695,151.188.8.176,223.186.17.11,Tres-Zap
850,10/22/2017,2:27,34bdf32b-17e7-440e-b1d5-ff81c4ae9e05,255.189.54.240,231.85.28.187,Fixflex
851,5/3/2018,13:19,a24b6871-fbd0-4f84-8437-5adae38c5736,79.243.77.110,22.146.213.13,Alpha
852,4/21/2018,22:19,25d115ae-c10d-497d-9814-9f26b19e170e,229.19.40.13,247.2.8.176,Tin
853,10/1/2018,19:11,5f349174-099a-4db5-b9a5-76f7cd0dc02e,139.11.240.206,92.184.234.131,Treeflex
854,12/8/2017,5:21,a48df52d-c473-46fc-aa5d-148afcd442ab,12.75.84.202,248.104.56.57,Sonsing
855,11/13/2017,15:19,17be05ea-4224-41e4-95ef-9f06fb82da93,210.168.61.187,31.4.116.145,Hatity
856,3/21/2018,0:04,2e01ef71-e18a-4031-a019-998e38f64b8c,140.120.213.218,189.73.83.231,Daltfresh
857,4/30/2018,11:33,bec1b991-10df-4aba-b671-ed4a63cd21ed,93.56.87.234,162.43.84.150,Sonsing
858,11/24/2017,19:16,e59f91d4-a4fd-4f1e-9ca8-c70e8ec83423,62.161.47.211,126.106.69.18,Hatity
859,3/24/2018,15:23,71ef5d51-4fbb-49ea-8363-58a7d5451918,86.223.187.81,64.48.110.217,Duobam
860,2/12/2018,7:21,af35876c-937d-416a-ba04-a35c0bef0c0a,78.49.151.253,90.148.136.162,Andalax
861,1/19/2018,23:35,350fbf7e-d944-48be-a8a3-49d0fadde015,195.137.242.203,9.22.121.87,Y-Solowarm
862,9/24/2018,20:25,e423926c-628d-46e3-8054-d5775737498f,133.133.153.16,194.5.39.222,Gembucket
863,11/29/2017,16:00,a0098b36-77d7-4e99-869c-0e7170289c72,95.246.151.73,53.68.250.168,Solarbreeze
864,5/22/2018,4:52,3e4a2c9d-f68a-49d7-a3d7-0c772fe5510d,114.98.44.54,221.97.228.13,Y-find
865,5/29/2018,4:35,08fc346d-dba3-47b9-bf84-c9b8219ab0ee,182.222.78.194,148.59.98.123,Stringtough
866,4/5/2018,0:12,fa739be2-a992-45ca-8db7-4750aef7033d,189.32.95.39,119.216.143.99,Zaam-Dox
867,1/31/2018,5:35,2004702a-0fd2-4d97-88b3-f854f9c55655,125.200.210.171,18.83.199.246,Tres-Zap
868,3/2/2018,1:00,065a9b87-e5fd-4a76-825a-f60fe38402cd,102.48.71.52,190.106.219.158,Flexidy
869,8/5/2018,4:01,441167b5-f1e3-4958-a34c-08c7e7b9c13b,157.103.242.81,217.87.101.49,Sonair
870,1/24/2018,3:43,51893473-7128-45f8-9c43-d60cf52dd0fe,237.192.32.86,7.31.127.219,Treeflex
871,9/27/2018,4:07,8ab71f1d-27b7-4f76-b9e9-c3f739a581f8,122.10.231.97,236.70.220.23,Opela
872,2/23/2018,10:15,500c2e71-32a4-41d4-b1d1-f2339f6a7e30,37.155.11.151,124.195.37.156,Wrapsafe
873,1/10/2018,3:51,ef666777-612b-4531-a9a9-dc80ed4c9a40,226.137.8.150,22.207.249.130,Bytecard
874,5/3/2018,5:33,3f159d82-bb0c-493f-a565-e4fd20a50b8c,230.169.4.209,116.39.146.114,Prodder
875,7/7/2018,15:50,88a06ef1-7704-4319-9588-490651aa8a4b,235.20.157.227,126.168.168.100,Span
876,1/25/2018,18:52,7a5b4673-0485-43ca-8649-adfbdca9e746,143.203.120.89,182.216.119.114,Stronghold
877,10/15/2018,19:47,582a7e89-04a3-4f78-bfb7-151fe420ee87,221.134.19.183,53.173.96.93,Alphazap
878,10/9/2018,7:11,af8c68dc-3bae-4b48-9799-9e968526e078,219.5.212.57,232.7.120.117,Zathin
879,3/21/2018,9:08,4a2d90cf-892c-4535-a3cd-1a41538b86b4,165.165.98.148,138.170.246.206,Ventosanzap
880,12/22/2017,5:20,246d43da-2826-4990-a07d-cb4594d53d14,249.118.159.70,250.220.197.4,Lotlux
881,10/25/2017,14:19,adaff8a0-25ae-4471-8509-2bc997b5422b,125.251.54.127,144.179.136.12,Domainer
882,10/19/2018,7:28,2d63da99-89ef-4620-8a6c-0dddad1b6ffd,84.191.156.45,2.106.27.86,Domainer
883,4/9/2018,10:41,01c9a2e6-15af-4ffc-b157-6e7a001a2ebe,14.62.114.249,84.31.191.219,Keylex
884,6/10/2018,21:55,b2452868-c9ae-435e-a8d6-d031c068c706,30.217.140.133,24.119.31.153,Konklab
885,5/30/2018,16:30,031e7f5d-7564-4cbd-8454-4f9315a2ee13,204.160.11.149,213.241.239.239,Subin
886,3/13/2018,8:22,a03c1afb-fa0c-4176-bbfa-b621a2c228fd,57.95.136.8,67.104.143.156,Span
887,10/31/2017,19:40,e6319fd5-8533-4055-a124-c85b1e44600d,201.161.163.253,113.32.21.60,Stronghold
888,1/9/2018,11:33,fac9d27b-710c-491b-816e-b5d9e905fd1b,96.121.93.104,214.29.81.2,Tresom
889,9/20/2018,15:03,4ec549fb-96f2-4bd9-a946-2f10ddb6b87e,75.4.120.252,215.123.41.199,Mat Lam Tam
890,11/27/2017,7:41,6d497cc9-4f7e-453c-a138-ef10fcde943c,86.242.50.102,251.180.5.151,Fixflex
891,8/23/2018,7:46,a580398a-1615-49d5-bd0a-e3d3b82d77c5,221.173.223.160,190.36.79.72,Bamity
892,6/24/2018,2:07,18192975-70fa-41e1-a936-b60df7eb98f2,2.130.107.3,30.231.69.129,Stringtough
893,12/16/2017,23:03,015de28d-c710-40a9-a6fa-63b5579e8fa5,160.98.80.235,47.175.184.245,Y-Solowarm
894,5/25/2018,15:56,a90b73a3-b69c-424c-b27b-cd123824d25d,236.166.45.238,158.113.182.154,Konklab
895,1/22/2018,8:03,30b5e2f1-29d9-49c6-8607-c25c2ddd45ac,184.13.83.210,27.154.57.84,Vagram
896,9/6/2018,17:36,b8754d2c-fada-429f-bb8b-6ed45b4857e7,5.81.173.13,250.105.174.36,Wrapsafe
897,2/22/2018,1:25,5e92b256-ce79-4629-94fe-1959d86d7844,111.165.243.33,55.154.253.107,Voyatouch
898,6/22/2018,21:06,393f1886-9c18-4b7e-a4d7-819d460e93c5,77.18.229.255,117.61.194.18,Ronstring
899,3/14/2018,10:43,b9f7d467-f578-45da-af34-67de83d0b55e,76.27.208.12,113.93.99.230,Tampflex
900,11/30/2017,18:05,c43ee6a2-6d52-4129-a75b-2df2b76f2383,171.173.190.129,108.28.21.72,Alpha
901,2/10/2018,13:04,f48543bf-5bf2-45f2-9e4e-570c17105cd5,42.48.237.155,239.64.100.90,Zamit
902,2/8/2018,23:13,59105e53-8d26-4e6d-8a4e-575ca6fbe22b,175.225.160.36,136.16.78.42,Transcof
903,6/20/2018,1:58,3d3cd490-c051-4100-9187-9ced5098cd46,221.239.13.129,156.149.149.74,Sonair
904,7/26/2018,10:39,79a28486-6a97-45e6-afbc-2550988ad350,172.6.186.3,251.230.96.120,Opela
905,7/30/2018,17:11,3a8dcdce-74b8-4aba-94bd-f2754f0f5738,158.24.205.55,65.248.100.58,Trippledex
906,4/14/2018,22:02,6dedd43a-758d-4675-b07c-6f50bacd8889,59.78.46.44,56.104.25.73,Temp
907,2/2/2018,9:04,ba089d76-27ac-4d8a-8d78-f5a4db370ab7,205.213.31.49,158.231.81.18,Bitchip
908,4/16/2018,2:20,8192cc28-e7e6-4d8d-a922-80188a10f163,93.186.203.207,135.12.127.201,Asoka
909,3/15/2018,4:47,6a17e55c-6806-4d13-9f7e-173ebd4b2335,146.21.158.249,194.192.192.6,Fintone
910,2/5/2018,15:38,704085a4-f22d-46c6-b87e-8a598213ff2f,71.223.83.97,46.19.207.115,Subin
911,9/26/2018,15:27,e308dca6-8d34-4048-9768-ea59f5ce08b3,139.211.2.184,147.152.173.60,Keylex
912,4/16/2018,6:54,d2c15b61-3ecf-4bee-8a45-576a02cd523b,210.114.104.218,225.39.227.14,Subin
913,8/5/2018,3:28,556b1561-a9a2-4e81-89c6-ce36a612c384,72.63.10.56,236.30.252.102,Keylex
914,9/30/2018,19:58,cd3131c7-a002-42ee-bcdb-a3361cbcfa30,63.216.127.158,27.217.87.120,Voltsillam
915,4/25/2018,13:36,65cc780e-f107-41b1-b0f3-57e8fdaaafc5,178.163.169.50,233.199.50.8,Stringtough
916,4/22/2018,18:01,b0e2ffc4-d2a6-4d92-8bc3-5f2889c00328,176.162.51.140,77.249.100.74,Stringtough
917,11/23/2017,17:07,64b4f023-10cc-433b-b3bd-93622238dc15,47.120.46.77,49.199.178.12,Regrant
918,7/18/2018,12:54,087a6251-9ba6-46ab-9aea-e762fbcc36c8,143.101.2.200,17.152.59.139,Solarbreeze
919,10/4/2017,11:22,937f36d7-9388-48e4-a0bc-e8fdfaddecb8,64.39.103.104,246.12.233.108,It
920,3/13/2018,16:37,9cff1952-e95b-4a49-b50d-728d2aaa253a,37.116.183.31,31.144.18.182,Veribet
921,12/26/2017,21:02,d5516c30-8173-498a-8ed6-ab2d31100187,90.89.138.50,88.53.109.109,Span
922,7/1/2018,22:08,1d7a6517-d19a-4ea0-a908-45b384b28127,243.35.46.193,23.110.202.166,Otcom
923,11/26/2017,15:37,b31220c7-80dc-487f-924a-a58eb06b3df6,161.122.74.102,92.133.45.209,Hatity
924,8/9/2018,11:06,116f079c-e050-4824-9ae3-8a1053a9751b,49.174.88.145,65.162.221.54,Zontrax
925,2/17/2018,6:32,b5667945-34dc-414c-b661-d1dd4c2de7b5,211.67.228.14,216.197.13.188,Latlux
926,12/2/2017,2:49,d747385d-cfc9-47d0-bb6b-99ce0189e0e5,193.15.195.42,167.27.222.193,Rank
927,1/28/2018,11:29,d273a561-ed99-4496-be5c-602a0ead3e5b,65.156.209.147,254.237.193.146,Sub-Ex
928,3/25/2018,6:23,515af3a6-3bc4-4e57-ad2f-e400bc2f793f,39.213.207.3,142.16.227.238,Alphazap
929,1/14/2018,2:17,e1874103-8700-4089-8477-93f9d926919a,2.244.94.62,1.187.117.54,Voyatouch
930,12/1/2017,8:18,91c35b6a-22c7-4379-b138-5913d2f8aad9,255.112.241.146,35.159.241.3,Sonsing
931,8/26/2018,10:19,87e09c9b-eca0-44e0-acdf-d053cf02b1cf,213.111.77.161,173.117.252.211,Kanlam
932,5/21/2018,9:06,dfa0d3dc-da26-4710-ad9b-b9276263f2c9,185.230.249.72,141.129.152.78,Ventosanzap
933,10/8/2018,9:56,9bc99cb5-8bbe-4142-a09d-c9799d9de211,125.109.206.43,154.92.153.246,Bitwolf
934,3/2/2018,20:21,897993b4-5702-4691-9df5-e6a2b425cd68,199.202.10.141,241.34.155.21,Rank
935,3/20/2018,15:25,27caa82e-a090-46f1-bf9b-44e4ed4fe2fe,96.121.133.118,194.102.16.148,Aerified
936,10/17/2017,23:05,e80a89d9-1f1c-40a0-a096-a782991f4184,110.236.226.35,199.177.50.42,Temp
937,8/13/2018,3:19,b9b15ae0-f001-4933-9951-ac31fe0b9bb0,253.170.193.155,166.18.218.130,Matsoft
938,10/8/2018,19:11,e163e09d-f451-4a95-84b1-cc9b5c68ca8d,172.59.144.101,157.178.77.129,Regrant
939,1/2/2018,0:01,10bf961a-039d-4dec-8241-96e77393eb69,200.94.129.161,169.167.12.170,Toughjoyfax
940,7/4/2018,18:19,7b5568fb-23fe-44e5-9390-d5f0a97f4564,229.230.116.241,215.44.106.62,Redhold
941,6/7/2018,22:40,04501ee8-72b1-4d73-b1a4-5d781a8a89dc,60.22.196.116,224.167.57.123,Greenlam
942,3/29/2018,15:07,c6b642ca-9fe7-4b95-abb0-fe42f5bf573a,99.65.126.87,0.20.5.18,Alpha
943,7/18/2018,5:10,51210ee0-faa5-4497-9094-97f8c1cc3b31,238.3.126.187,195.176.10.28,Stronghold
944,10/11/2017,9:57,9a8cb694-dbcf-4fdc-bc15-9dfa430917c5,234.106.54.145,242.131.168.212,Bamity
945,8/21/2018,13:57,5a09153e-21a5-43e4-98ff-ab0e367e5bed,49.126.29.90,67.191.14.247,Tin
946,5/5/2018,10:07,73b219fb-9ddc-40a1-a328-0ac07bfc0a4a,32.85.24.90,17.205.154.27,Lotlux
947,3/18/2018,13:11,bc4da4ae-30a1-4bdb-a08d-374c2bbd6a0e,12.99.53.68,224.232.179.175,Konklab
948,10/8/2017,17:18,ffa8ca65-0b65-42d4-84a8-5154ee055c2a,218.179.59.47,226.90.239.249,Mat Lam Tam
949,10/5/2018,4:18,5a350bec-fbfb-41b1-8067-028a9f28e68b,236.98.52.41,144.244.227.117,Konklab
950,5/1/2018,8:10,8aab3603-6af6-4365-82af-00dcc9606204,81.201.109.116,200.227.236.154,Span
951,6/29/2018,8:27,485fc684-0d91-4883-b0f1-db81dde3d7af,74.103.101.144,253.230.238.64,Greenlam
952,7/2/2018,22:15,52f1259c-baab-4f59-bbf4-b1f4cf5b524d,57.136.154.242,2.158.227.85,Lotstring
953,4/5/2018,3:10,286b7248-a7f7-4408-8b7f-d3763534cc14,112.209.129.3,223.80.60.74,Prodder
954,5/7/2018,10:08,f8217da6-a417-461e-9a22-be560b4072f2,55.162.46.253,15.30.6.190,Y-Solowarm
955,10/1/2018,20:04,cab87a8e-0a06-423a-9b00-5df836454709,153.159.155.15,80.170.59.100,Viva
956,4/10/2018,3:35,5d050ec5-a49f-4618-abbf-7c2db2789a28,226.194.14.125,105.244.26.213,Zontrax
957,10/25/2018,17:32,059228aa-61d6-4d47-b3b5-f88048f1996b,149.189.28.235,203.57.164.154,Tresom
958,4/25/2018,14:07,7906762a-ee14-4d15-a084-46e89580b405,51.179.128.198,80.16.13.108,It
959,11/14/2017,1:36,37249e2e-e9c6-40c7-98b8-ba8e78466410,190.116.204.8,68.185.130.10,Subin
960,10/4/2018,8:12,ca34ec77-1162-4aed-b7ce-8678cc6edf2f,35.149.114.134,202.152.208.232,Hatity
961,2/19/2018,15:28,55666d3e-c678-4632-9b33-d8426931a0cc,225.85.93.73,141.123.251.106,Lotlux
962,7/22/2018,8:54,d8216da6-2368-47b7-a9b8-03ba46fc53b8,97.105.196.211,135.79.249.144,Ventosanzap
963,10/23/2018,15:23,d3a63cbf-6d22-4b60-9610-1d7ec62c68da,91.65.226.247,156.72.118.215,Voyatouch
964,6/18/2018,7:43,eefaa451-70e0-41c4-aead-194bd9cb06e7,107.164.155.177,161.168.160.251,Konklux
965,11/7/2017,4:42,74000962-c18d-4522-9906-42daedc97c15,27.105.20.70,212.189.203.39,Tres-Zap
966,9/30/2018,10:42,d79beb7a-f143-4d32-9e98-d84d2803f9bd,194.37.126.200,156.111.65.103,Otcom
967,6/30/2018,4:51,606cabf5-975c-4010-a676-40d2686d8049,29.245.229.7,153.98.22.225,Tampflex
968,8/5/2018,7:18,1a6ea576-b8ca-4fa4-ba41-a003a2e410a2,167.111.105.19,1.224.163.153,Lotlux
969,9/22/2018,17:08,10adaf71-1de4-41a0-89d1-7e5ede9ff54a,164.42.242.74,240.1.145.152,Transcof
970,4/3/2018,21:54,d33e0725-155e-49f5-8716-8b6480f18598,149.209.12.22,16.237.15.198,Otcom
971,8/7/2018,4:12,6b1b6b2c-9bd1-4fff-ac07-bb3814b05452,20.0.94.0,75.158.46.217,Y-find
972,5/29/2018,9:34,f62b81f3-5036-4be2-866f-ad22ef3585bb,143.49.117.114,225.140.117.226,Viva
973,3/21/2018,3:55,2135d668-48c7-47f0-988a-77e9fff614eb,175.24.226.31,232.73.182.138,Kanlam
974,1/20/2018,9:35,ddb2b913-bf87-4251-90b3-73be4339ec83,243.87.240.81,35.26.126.78,Hatity
975,5/4/2018,5:24,0ecb3010-be29-4817-bdb8-63552f9b410d,7.248.182.24,247.146.57.56,Holdlamis
976,11/17/2017,2:14,66e1129e-8ae2-4b10-bbb4-3c2c12f9e322,70.82.214.156,158.196.101.17,Redhold
977,12/10/2017,0:02,bc1636b3-85e0-4f75-8a39-407454e3af67,122.43.43.215,233.93.234.213,Greenlam
978,1/24/2018,16:39,e261a6aa-3e78-4ccb-a934-604539e34d41,173.104.168.94,168.58.43.152,Trippledex
979,4/3/2018,10:03,671e7d16-4a34-4cc0-9fc3-8bef38a59532,90.167.241.121,55.179.55.96,Overhold
980,10/22/2018,8:29,afa1d375-299c-43d1-bc52-02a4a3e0f952,49.245.127.82,174.141.168.17,Temp
981,11/26/2017,17:16,28c52289-111a-4dfa-ab17-1bfdd85f4c0f,197.203.217.69,223.14.182.253,Pannier
982,6/22/2018,13:41,b40926b3-6f6b-4041-9a77-f333c019b0ee,69.163.183.54,98.121.136.238,Tin
983,10/10/2018,17:50,2323d6dd-6c0b-49e7-9033-04ff54062176,91.11.150.183,249.0.4.17,Biodex
984,6/2/2018,16:48,1c3987d4-1633-48be-b1c9-2020e6801bca,124.42.155.95,117.234.235.242,Zaam-Dox
985,2/17/2018,19:58,544e8fcf-a39c-4a2e-8ab3-a97d2860a9f4,211.117.239.21,183.31.146.69,Tres-Zap
986,1/17/2018,15:32,583a60c9-5929-4075-ae95-6daedb01c6bc,167.198.98.239,81.150.42.157,Bamity
987,3/31/2018,14:06,75f923b7-a176-4fda-abec-4bdc4ab051af,36.1.213.193,138.46.142.202,Treeflex
988,6/6/2018,14:45,ce80b7c2-090e-4a07-9728-936c6c797ca4,31.112.35.6,183.12.76.140,Viva
989,12/14/2017,0:45,9e96738f-4174-4aaf-9b0c-0517aa6bd8f3,232.75.245.86,230.119.151.134,Andalax
990,2/27/2018,0:12,b6ab67df-c747-4cab-9fe2-7f55ed392482,251.19.59.30,139.117.164.162,Zoolab
991,5/4/2018,1:39,675e4b13-1243-44d6-9b0e-fc9d798d46ae,68.228.250.249,200.72.116.223,Andalax
992,6/14/2018,11:00,98b3dd7b-53af-49c8-a751-a61128920937,248.179.68.58,231.116.133.13,Zamit
993,2/27/2018,23:36,b2285b83-3692-40e2-b367-586af3be6b2f,33.163.6.238,248.38.194.242,Voltsillam
994,9/5/2018,5:27,4dac5aef-6d00-4979-a125-ee81e9b815d0,119.206.54.65,164.193.89.83,Stronghold
995,10/27/2017,18:16,f0444d58-1213-4bc4-bb5e-9824f4cf843b,244.22.192.46,156.186.44.215,Kanlam
996,6/5/2018,3:10,0d4a1408-1f1b-4a80-9f1c-0dafc79fa9f9,11.218.226.127,211.210.199.212,Duobam
997,1/11/2018,5:38,e26f2a76-a7df-4167-ac88-3a4c54954c97,35.234.206.22,178.153.255.81,Alphazap
998,9/17/2018,0:02,88fdf8de-ff7c-40e3-9bce-45182438156a,81.13.140.105,227.76.77.188,Otcom
999,1/21/2018,17:46,fe401545-b3e8-44d1-9a37-ae9724dc0188,52.18.6.23,186.215.38.111,Cardify
1000,4/19/2018,21:54,53474fc4-bad9-40a8-93f5-52e5dd83529e,90.57.41.205,240.238.165.224,Domainer

To this XML:

<?xml version="1.1" encoding="UTF-8"?>
<Events xmlns:stroom="stroom" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
   <Event>
      <Id>1</Id>
      <Guid>10990cde-1084-4006-aaf3-7fe52b62ce06</Guid>
      <FromIp>159.161.108.105</FromIp>
      <ToIp>217.151.32.69</ToIp>
      <Application>Tres-Zap</Application>
   </Event>
   <Event>
      <Id>2</Id>
      <Guid>633aa1a8-04ff-442d-ad9a-03ce9166a63a</Guid>
      <FromIp>210.14.34.58</FromIp>
      <ToIp>133.136.48.23</ToIp>
      <Application>Sub-Ex</Application>
   </Event>
  ...

You will go from a clean vanilla Stroom to having a simple pipeline that takes in CSV data and outputs that data transformed into XML. Stroom is a generic and powerful tool for ingesting and processing data: it’s flexible because it’s generic so if you do want to start processing data we would recommend you follow this tutorial otherwise you’ll find yourself struggling.

We’re going to do the following:

All the things we create here are available as a content pack , so if you just wanted to see it running you could get there quite easily.

Note: The CSV data used in mock_stroom_data.csv (linked to above) is randomly generated and any association with any real world IP address or name is entirely coincidental.

We’re going to do follow the links below in this order.

If you don’t want to follow all the steps to create the example content then the stroom_core_test stack includes it in the folder Stroom 101.

1.1 - Running Stroom

Getting and Running Stroom

For this quick start you want a simple single-node Stroom. You will want to follow these instructions for setting up a single node stroom_core_test stack installation in the simplest way.

First look

Once you log into Stroom you will see that it comes pre-loaded with some content as can be seen in the left hand explorer pane. The stroom_core_test stack includes stroom-log-sender to forward the application, user and request logs generated by Stroom, Stroom Proxy and Nginx to Stroom. This stack is pre-configured to have processing enabled on boot so Stroom will start receiving logs and processing them.

Double click on the System entry in the explorer tree to see all raw and processed streams.

---

So now we’ve got Stroom up and running lets get data into Stroom

1.2 - Feeds

Getting data into Stroom

Create the feed

Stroom organises the data it ingests and stores by Feed . A feed will typically be created for each client system and data format.

Data is sent to a Stroom feed using a POST to the /datafeed API . We will use curl to represent a client system sending data into Stroom.

1. A lot of Stroom’s functionality is available through right-click context menus. If you right-click System in the tree you can create new child items.

   Create a new folder by selecting:

   New

   Folder

   Call it something like Stroom 101:

2. Right-click on the new Stroom Quick Start folder then select this to create a feed:

   New

   Feed

   The name needs to be capitalised and unique across all feeds. Name it CSV_FEED.

   This will open a new tab for the feed.

3. We want to emulate a client system sending some data to the feed, so from the command line do

   Download mock_stroom_data.csv to your computer. Then open a terminal session and change directory to the location of the downloaded file.

   curl \
   -k \
   --data-binary @mock_stroom_data.csv \
   "https://localhost/stroom/datafeeddirect" \
   -H "Feed:CSV_FEED" \
   -H "System:TEST_SYSTEM" \
   -H "Environment:TEST"

The -H arguments add HTTP headers to the HTTP POST request. Stroom uses these headers to determine how to process the data, see Header Arguments for more details.

In this example we used /datafeeddirect rather than /datafeed.
The former goes directly into Stroom, the latter goes via Stoom Proxy where it is aggregated before being picked up by Stroom.

That’s it, there’s now data in Stroom. In the CSV_FEED tab, ensure the Data sub-tab is selected then click the new entry in the top pane and finnaly click the button: You should be able to see it in the data table in the bottom pane.

---

Now you can do all sorts of things with the data: transform it, visualise it, index it. It’s Pipelines that allow all these things to happen.

1.3 - Pipeline Processing

Pipelines control how data is processed in Stroom. Typically you’re going to want to do a lot of the same stuff for every pipeline, i.e. similar transformations, indexing, writing out data. You can actually create a template pipeline and inherit from it, tweaking what you need to for this or that feed. We’re not doing that now because we want to show how to create one from scratch.

Create a pipeline

1. Create a pipeline by right-clicking our Stroom 101 folder and selecting:

   New

   Pipeline

2. Call it something like CSV to XML pipeline.

3. Select Structure from the top of the new tab. This is the most important view for the pipeline because it shows what will actually happen on the pipeline.

We already have a Source element. Unlike most other pipeline elements this isn’t something we need to configure. It’s just there to show the starting point. Data gets into the pipeline via other means - we’ll describe this in detail later.

Add a data splitter

Data splitters are powerful, and there is a lot we can say about them. Here we’re just going to make a basic one.

Create a CSV splitter

We have CSV data in the following form:

id,guid,from_ip,to_ip,application
1,10990cde-1084-4006-aaf3-7fe52b62ce06,159.161.108.105,217.151.32.69,Tres-Zap
2,633aa1a8-04ff-442d-ad9a-03ce9166a63a,210.14.34.58,133.136.48.23,Sub-Ex

To process this we need to know if there’s a header row, and what the delimiters are. This is a job for a Data Splitter.

The splitter is actually a type of Text Converter , so lets create one of those:

1. Right click on our Stroom 101 folder and selecting:

   New

   Text Converter

2. Call it something like CSV splitter.

In the new tab you need to tell the Text Converter that it’ll be a Data Splitter:

Click the Settings sub-tab then select Data Splitter in the Converter Type drop-down.

---

Now go to the Conversion tab. What you need to put in here is specific to the built-in Data Splitter functionality, so I’m just going to tell you what you’re going to need:

<?xml version="1.1" encoding="UTF-8"?>
<dataSplitter
    xmlns="data-splitter:3"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    xsi:schemaLocation="data-splitter:3 file://data-splitter-v3.0.xsd"
    version="3.0">

  <!-- The first line contains the field names -->
  <split delimiter="\n" maxMatch="1">
    <group>
      <split delimiter="," containerStart="&#34;" containerEnd="&#34;">
        <var id="heading" />
      </split>
    </group>
  </split>

  <!-- All subsequent lines are records -->
  <split delimiter="\n">
    <group>
      <split delimiter="," containerStart="&#34;" containerEnd="&#34;">
        <data name="$heading$1" value="$1" />
      </split>
    </group>
  </split>
</dataSplitter>

This guide assumes you are running the stroom_core_test stack which has the data_splitter-v3.0.xsd schema pre-loaded.

Save it by clicking the save button .

So we now have a configured, re-usable data splitter for CSV files that have headers. We need to add this to our pipeline as a filter, so head back to the pipeline’s Structure section and add a DSParser.

1. Right-click the Source element and select:

   Add

   Parser

   DSParser

2. Call it CSV Parser and click OK.

We need to tell the new CSV parser to use the TextConverter (CSV splitter) we created earlier.

1. Click on the CSV Parser element and the pane below will show it’s properties.
2. Double click the textConverter property and change Value to our CSV splitter entity.

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Now save the pipeline by clicking the add button .

Test the csv splitter

So now we have CSV data in Stroom and a pipeline that is configured to process CSV data. We’ve done a fair few things so far and are we sure the pipeline is correctly configured? We can do some debugging and find out.

In Stroom you can step through you records and see what the output is at each stage. It’s easy to start doing this. The first thing to do is to open your CSV_FEED feed, click on the stream in the top pane then click the big blue stepping button at the bottom right of the bottom data pane.

You’ll be asked to select a pipeline:

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Now you get a view that’s similar to your feed view, except it also shows the pipeline. The Stepper allows you to step through each record in the source data, where a record is defined by your Data Splitter parser. The Stepper will highlight the currently selected record/event.

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The Stepper also has stepping controls to allow you to move forward/backward through the source data. Click the green step forward button .

You should see the highlighted section advance to the next record/event.

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Click on the CSV parser element. You will now see the stepping view for this element that is split into three panes:

• Top pane - this shows the content of your CSV parser element, i.e. the TextConverter (CSV splitter) XML. This can be used to modify your TextConverter.
• Bottom left pane - this shows the input to the pipeline element.
• Bottom right pane - this shows the output from the pipeline element. The output from the Data Splitter is XML in records format. You can see the schema for records in the XML schemas folder.

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If there are any errors then you will see an error icon in the gutter of the top pane. In the example below, an invalid XML element has been added to the Data Splitter content to demonstrate an error occurring.

Add XSLT to transform records format XML into something else

XSLT is the language used to transform record/event data from one form into another in Stroom pipelines. An XSLTFilter pipeline element takes XML input and uses an XSLT to transform it into different XML or some other text format.

Create the XSLT filter

This process is very similar to creating the CSV splitter:

1. Create the XSLT filter
2. Add it to the pipeline
3. Step through to make sure it’s doing what we expect

To create the new XSLT entity do the following:

1. Right click the Stroom 101 folder in the Explorer Tree and select:

   New

   XSL Translation

2. Name it XSLT.

3. Click OK.

This will open a new tab for the XSLT entity.

On the new tab ensure the XSLT sub-tab is selected. This is another text editor pane but this one accepts XSLT. This XSLT will be very basic and just takes the record data from the split filter and puts it into fields. The XSLT for this is below but if you’d like to tinker then go ahead.

<?xml version="1.1" encoding="UTF-8" ?>
<xsl:stylesheet
    xpath-default-namespace="records:2"
    xmlns:stroom="stroom"
    xmlns:xsl="http://www.w3.org/1999/XSL/Transform"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    version="2.0">

  <xsl:template match="records">
    <Events>
      <xsl:apply-templates />
    </Events>
  </xsl:template>
  <xsl:template match="record">
    <xsl:variable name="id" select="data[@name='id']/@value" />
    <xsl:variable name="guid" select="data[@name='guid']/@value" />
    <xsl:variable name="from_ip" select="data[@name='from_ip']/@value" />
    <xsl:variable name="to_ip" select="data[@name='to_ip']/@value" />
    <xsl:variable name="application" select="data[@name='application']/@value" />

    <Event>
      <Id><xsl:value-of select="$id" /></Id>
      <Guid><xsl:value-of select="$guid" /></Guid>
      <FromIp><xsl:value-of select="$from_ip" /></FromIp>
      <ToIp><xsl:value-of select="$to_ip" /></ToIp>
      <Application><xsl:value-of select="$application" /></Application>
    </Event>
  </xsl:template>
</xsl:stylesheet>

Make sure you save it by clicking the save button .

Go back to the Structure sub-tab of the pipeline and add an XSLTFilter element downstream of the CSV parser element. Call it something like XSLT filter.

Select the XSLT filter element and configure it to use the actual XSLT you just created by double-clicking xslt in the properties pane at the bottom:

In the dialog make sure you select the XSLT filter in the Stroom 101 folder. Save the pipeline.

Test the XSLT filter

We’re going to test this in the same way we tested the CSV splitter, by clicking the large stepping button on the feed data pane. Click the step forward button a few times to make sure it’s working then click on the XSLT element. This time you should see the XSLT filter there too, as well as the basic XML being transformed into more useful XML:

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There’s a few more things to get this pipeline ready for doing this task for real. We need to get this data to a destination.

Outputting the transformed data

The XSLT filter doesn’t actually write XML but instead it just outputs XML events to the next element in the pipeline. In order to write these XML events out to a destination you need a writer. If your transofmration is producing XML then you need an XMLWriter , if it is producing JSON then you need a JSONWriter and for plain text you need a TextWriter .

Our XSLT filter element is outputting XML so we will create an XMLWriter.

Create the XML writer

You don’t need to create one outside the pipeline (in the way you did with the CSV splitter and the XSLT filter). Just do the following:

1. Right click on the XSLT filter element and select:

   Add

   Writer

   XMLWriter

2. Name it XML writer.

3. Click OK.

That’s it, no other configuration necessary.

Create the destination

We need to do something with the serialised XML. We’ll write it to a Stream . To do this we create a StreamAppender :

1. Right click on the XML Writer element and select:

   Add

   Destination

   StreamAppender

2. Name it Stream appender.

3. Click OK.

Streams only exist within feeds and have a type. We could set the feed that the stream will be written into but by default the StreamAppender will write to the same Feed as the input stream. We must however set the type of the Stream to distinguish it from the Raw Events Stream that we POSTed to Stroom.

To set the Stream Type do the following:

1. Click on the Stream appender pipeline element and the pane below will show it’s properties.
2. Double click the streamType property and change Value to the Events stream type.

Test the destination

We can test the XML writer and the streamAppender using the same stepping feature. Make sure you’ve saved the pipeline and set a new stepping session running. If you click on the stream appender you’ll see something like this:

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Set the pipeline running

Obviously you don’t want to step through your data one by one. This all needs automation, and this is what Processors and Processor Filters are for. The processor works in the background to take any unprocessed streams (as determined by the Processor Filter and its Tracker ) and process them through the pipeline. So far everything on our EXAMPLE_IN feed is unprocessed.

Create a processor and filter

Processors are created from the Processors sub-tab of the pipeline.

Click the add button and you will be presented with a Filter Expression Tree . To configure the filter do the following:

1. Right click on the root AND operator and click Add Term. A new expression is added to the tree as a child of the operator and it has three dropdowns in it ( Field , Condition and value).
2. Create an expression term for the Feed:
   1. Field: Feed
   2. Condition: is
   3. Value: CSV_FEED
3. Create an expression term for the Stream Type:
   1. Field: Type
   2. Condition: =
   3. Value: Raw Events

You only need to set the incoming feed and the stream types:

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You will now see the newly created processor and its filter.

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Ensure that both the processor and its filter are enabled by clicking the checkbox at the left of the row. This is it, everything we’ve done is about to start working on its own, just like it would in a real configuration.

If you keep refreshing this table it will show you the processing status which should change after a few seconds to show that the data you have uploaded is being or has been processed. The fields in the filter row will have been updated to reflect the new position of the Filter Tracker. Once this has happened you should be able to open the destination feed CSV_FEED and see the output data (or errors if there were any). If the CSV_FEED tab was already open then you will likely need to click refresh on the top pane.

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You can see that there are the Raw Events and the processed Events. If you click on the Events then you can see all the XML that we’ve produced.

Now you’ve processed your data you can go ahead and index it.

1.4 - Indexing

Before you can visualise your data with dashboards you have to index the data.

Create the index

We can create an index by adding an index entity to the explorer tree. You do this in the same way you create any of the items.

1. Right click on the Stroom 101 folder and select:

   New

   Lucene Index

2. Call the index Stroom 101. Click OK.

This will open the new Stroom 101 index as a new tab, Stroom 101 .

Assign a volume group

In the settings tab we need to specify the Volume where we will store our index shards.

1. Click the Settings sub-tab.
2. In the Volume Group dropdown select Default Volume Group.
3. Click the button.

Adding fields

Now you need to add fields to this index.

The fields in the index may map 1:1 with the fields in the source data but you may want to index only a sub-set of the fields, e.g. if you would only ever want to filter the data on certain fields. Fields can also be created that are an abstraction of multiple fields in the data, e.g. adding all text in the record into one field to allow filtering on some text appearing anywhere in the record/event.

Click the Fields sub-tab.

We need to create fields in our index to match the fields in our source data so that we can query against them.

Click on the button to add a new index field.

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Now create the fields using these values.

You should now have:

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When you’ve done that, save the new index by clicking the button.

Create empty index XSLT

In order for Stroom to index the data, an XSLT is required to convert the event XML into an Index record. This can be a simple 1:1 mapping from event field to index field or something more complex, e.g. combining multiple event fields into one index field.

To create the XSLT for the Index:

1. Right click on the Stroom 101 folder in the explorer tree, then select:

   New

   XSL Translation

2. Name it Stroom 101.

3. Click OK.

We will add the XSLT content later on.

Index pipeline

Now we are going to create a pipeline to send the processed data (Events) to the index we just created. Typically in Stroom all Raw Events are first processed into normalised Events conforming to the same XML schema to allow common onward processing of events from all sources.

We will create a pipeline to index the processed Event streams containing XML data.

1. Right click on the Stroom 101 folder in the explorer tree, then select:

   New

   Pipeline

2. Name it Stroom 101.

3. Click OK.

Select the Structure sub-tab to edit the structure of the pipeline.

Pipelines can inherit from other pipelines in Stroom so that you can benefit from re-use. We will inherit from an existing indexing template pipeline and then modify it for our needs.

1. On the Structure sub tab, click the in the Inherit From entity picker.
2. Select Template Pipelines / Indexing

You should now see the following structure:

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Inheriting from another pipeline often means the structure is there but some properties may not have been set, e.g. xslt in the xsltFilter. If a property has been set in the partent pipeline then you can either use the inherited value or override it.

See the Pipeline Element Reference for details of what each element does.

Now we need to set the xslt property on the xsltFilter to point at the XSLT document we created earlier and set the index property on the indexFilter to point to the index we created.

1. Assign the XSLT document
   1. Click on the XSLTFilter element.
   2. In the middle Properties pane double-click on the xslt row.
   3. Click the in the Value document picker
   4. Select:
      Stroom 101 / Stroom 101.
   5. Click OK .
2. Assign the Index document
   1. Click on the IndexingFilter element.
   2. In the middle Properties pane double-click on the index row.
   3. Click the ... in the Value document picker
   4. Select:
      Stroom 101 / Stroom 101.
   5. Click OK .

Once that’s done you can save your new pipeline by clicking the button.

Develop index translation

Next we need to create an XSLT that the indexingFilter understands. The best place to develop a translation is in the Stepper as it allows you to simulate running the data through the pipeline without producing any persistent output.

Open the CSV_FEED Feed we created earlier in the quick-start guide.

1. In the top pane of the Data Browser select the Events Events stream.
2. In the bottom pane you will see the XML data the you processed earlier.
3. Click the button to open the Stepper.
4. In the Choose Pipeline To Step With dialog select our index pipeline:
   Stroom 101 / Stroom 101.

This will open a Stepper tab showing only the elements of the selected pipeline that can be stepped. The data pane of the Source element will show the first event in the stream.

To add XSLT content click the xsltFilter element. This will show the three pane view with editable content (empty) in the top pane and input and output in the bottom two panes.

The input and output panes will be identical as there is no XSLT content to transform the input.

<?xml version="1.1" encoding="UTF-8"?>
<Events xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <Event StreamId="25884" EventId="1">
    <Id>1</Id>
    <Guid>10990cde-1084-4006-aaf3-7fe52b62ce06</Guid>
    <FromIp>159.161.108.105</FromIp>
    <ToIp>217.151.32.69</ToIp>
    <Application>Tres-Zap</Application>
  </Event>
</Events>

<?xml version="1.1" encoding="UTF-8"?>
<Events xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <Event StreamId="25884" EventId="1">
    <Id>1</Id>
    <Guid>10990cde-1084-4006-aaf3-7fe52b62ce06</Guid>
    <FromIp>159.161.108.105</FromIp>
    <ToIp>217.151.32.69</ToIp>
    <Application>Tres-Zap</Application>
  </Event>
</Events>

Paste the following content into the top pane.

<?xml version="1.0" encoding="UTF-8" ?>
<xsl:stylesheet
    xmlns="records:2"
    xmlns:xsl="http://www.w3.org/1999/XSL/Transform"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    version="2.0">
  
  <!-- Match on the top level Events element -->
  <xsl:template match="/Events">
    <!-- Create the wrapper element for all the events/records -->
    <records
        xsi:schemaLocation="records:2 file://records-v2.0.xsd"
        version="2.0">
      <!-- Apply any templates to this element or its children -->
      <xsl:apply-templates />
    </records>
  </xsl:template>
  
  <!-- Match on any Event element at this level -->
  <xsl:template match="Event">
    <!-- Create a record element and populate its data items -->
    <record>
      <data name="StreamId">
        <!-- Added to the event by the IdEnrichmentFiler -->
        <xsl:attribute name="value" select="@StreamId" />
      </data>
      <data name="EventId">
        <!-- Added to the event by the IdEnrichmentFiler -->
        <xsl:attribute name="value" select="@EventId" />
      </data>
      <data name="Id">
        <xsl:attribute name="value" select="./Id" />
      </data>
      <data name="Guid">
        <xsl:attribute name="value" select="./Guid" />
      </data>
      <data name="FromIp">
        <xsl:attribute name="value" select="./FromIp" />
      </data>
      <data name="ToIp">
        <xsl:attribute name="value" select="./ToIp" />
      </data>
      <data name="Application">
        <xsl:attribute name="value" select="./Application" />
      </data>
    </record>
  </xsl:template>
</xsl:stylesheet>

The XSLT is converting Events/Event elements into Records/Record elements conforming to the records:2 XML Schema, which is the expected input format for the IndexingFilter .

The IndexingFilter expects a set of Record elements wrapped in a Records element. Each Record element needs to contain one Data element for each Field in the Index. Each Data element needs a Name attribute (the Index Field name) and a Value attribute (the value from the event to index).

Now click the refresh button to refresh the step with the new XSLT content.

The Output should have changed so that the Input and Output now look like this:

<?xml version="1.1" encoding="UTF-8"?>
<Events xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
  <Event StreamId="25884" EventId="1">
    <Id>1</Id>
    <Guid>10990cde-1084-4006-aaf3-7fe52b62ce06</Guid>
    <FromIp>159.161.108.105</FromIp>
    <ToIp>217.151.32.69</ToIp>
    <Application>Tres-Zap</Application>
  </Event>
</Events>

<?xml version="1.1" encoding="UTF-8"?>
<records
    xmlns="records:2"
    xmlns:stroom="stroom"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    xsi:schemaLocation="records:2 file://records-v2.0.xsd"
    version="2.0">
  <record>
    <data name="StreamId" value="25884" />
    <data name="EventId" value="1" />
    <data name="Id" value="1" />
    <data name="Guid" value="10990cde-1084-4006-aaf3-7fe52b62ce06" />
    <data name="FromIp" value="159.161.108.105" />
    <data name="ToIp" value="217.151.32.69" />
    <data name="Application" value="Tres-Zap" />
  </record>
</records>

You can use the stepping controls ( ) to check that the ouput is correct for other input events.

Once you are happy with your translation click the button to save the XSLT content to the Stroom 101 XSLT document.

Processing the indexing pipeline

To get our indexing pipeline processing data we need to create a Processor Filter to select the data to process through the pipeline.

Go back to your Stroom 101 pipeline and go to the Processors sub-tab.

Click the add button and you will be presented with a Filter Expression Tree in the Add Filter dialog. To configure the filter do the following:

1. Right click on the root AND operator and click Add Term. A new expression is added to the tree as a child of the operator and it has three dropdowns in it ( Field , Condition and value).
2. To create an expression term for the Feed:
   1. Field: Feed
   2. Condition: is
   3. Value: CSV_FEED
3. To create an expression term for the Stream Type:
   1. Field: Type
   2. Condition: =
   3. Value: Events

This filter will process all Streams of type Events in the Feed CSV_FEED. Enable processing for the Pipeline and the Processor Filter by clicking the checkboxes in the Enabled column.

Stroom should then index the data, assuming everything is correct.

If there are errors you’ll see error streams produced in the data browsing page of the CSV_FEED Feed or the Stroom 101 Pipeline. If no errors have occurred, there will be no rows in the data browser page as the IndexFilter does not output any Streams.

To verify the data has been written to the Index:

1. Open the Stroom 101 Index.
2. Select the Shards sub-tab.
3. Click refresh. You many need to wait a bit for the data to be flushed to the index shards.

You should eventually see a Doc Count of 2,000 to match the number of events processed in the source Stream.

Now that we have finished indexing we can display data on a dashboard.

1.5 - Dashboards

Create a new Dashboard in the Stroom 101 folder and call it Stroom 101.

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By default a new Dashboard opens with two panes; a Query pane at the top to build the query; and a Table pane at the bottom to display the results. Dashboards are highly configurable; panes can be added and resized; they can contain multiple queries; and a query pane can provide data for multiple output panes (such as Visualisations ).

Configuring the query data source

On the query pane click the settings button on the top right of the panel.

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1. Click on the Data Source document picker.
2. Select the index you created earlier:
   Stroom 101 / Stroom 101

Configuring the query expression

Now add a term to the query to filter the data.

1. Right click on the root AND operator and click Add Term. A new expression is added to the tree as a child of the operator and it has three dropdowns in it ( Field , Condition and value).
2. Create an expression term for the Application field:
   1. Field: Application
   2. Condition: =
   3. Value: *b*

This will find any records with b in the Application field value.

Configuring the table

All fields are stored in our index so we do not need to worry about configuring Search Extraction .

We first need to add some columns to our table. Using the button on the Table pane, add the following columns to the table. We want a count of records grouped by Application.

• Application
• Count

To group our data by Application we need to apply a group level to the Application column.

1. Click on the Application column
2. Click
   Group => Level 1

Now we can reverse sort the data in the table by the count.

1. Click on the Count column.
2. Click
   Sort => Sort Z to A

Now click the large green and white play button to run the query. You should see 15 Applications and their counts returned in the table.

Now we are going to add a custom column to show the lowest EventId for each Application group.

1. Click on the button on the Table pane.
2. Select Custom (at the bottom of the list).
3. Click on the new Custom column.
4. Click
   Expression
5. In the Set Expression For ‘Custom’ dialog enter the following:
   first(${EventId})
6. Click OK.

Instead of typing out the expression you can use the and buttons to pick from a list to add expressions and fields respectively. You can also use Ctrl ^ + Space ␣ to auto-complete your expressions.

To rename the Custom column:

1. Click on the Custom column.
2. Click
   Rename
3. Enter the text First Event ID.
4. Clico OK.

Now run the query again to see the results with the added column.

Add a visualisation

We will add a new pane to the dashboard to display a Visualisation .

1. Click on the button at the top left of the Dashboard.
2. Select Visualisation.

A new empty Visualisation pane will be added at the bottom of the Dashboard.

To configure the visualisation:

1. Click on the button at the top right of the Visualisation pane.
2. In the Visualisation document picker select
   Visualisations / Version3 / Bubble
3. Click OK.
4. On the Data tab that has now appeared in the dialog, assign the following table fields to the visualisation:
   1. Name: Application
   2. Value: Count
   3. Series: Application
5. On the Bubble tab on the dialog, set the following:
   1. Show Labels: True
6. Click OK.

To change the look of your Dashboard you can drag the different panes around into different positons.

1. Click and hold on the Visualisation text in the top left of the Visualisation pane.
2. Drag the cursor to the right hand side of the Table pane. You will see a purple rectangle showing where the pane will be moved to.
3. Once you are happy with the position release the mouse button.
4. Click and hold the mouse button on the borders between the panes to resize the panes to suit.
5. Click to save the Dashboard.

You should now see something like this:

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2 - Stroom Architecture

Overview

Stroom’s architecture varies, depending on largely the choice of deployment method. The types of deployment currently supported are:

1. Traditional, bare-metal install without the use of containers
2. Docker deployment
   1. Using Docker Compose with a Stroom stack and the stroom docker images.
   2. Using Kubernetes with the stroom docker images.
3. A mixed deployment with some containers and some bare metal installations.

An architecture diagram is included below, depicting a notional Stroom cluster consisting of two nodes. This represents a reference architecture and deployment for stroom but it is possible to deploy the various services in many different ways, e.g. using a different web server to Nginx or introducing hardware load balancers.

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Changes from previous versions

Stroom v7 features a number of key changes to architecture compared to v5 and v6. They are:

1. The authentication service is now integrated with the Stroom app as it was with v5, instead of in v6 where it existed as a separate microservice. There is now an option for Stroom to authenticate via an external sign-on provider, using the Open ID Connect (OIDC) Protocol.
2. The API has been expanded and the local stroom-proxy now uses the API to query feed status, instead of querying MySQL directly.

Nginx

In a reference deployment Nginx is key to the whole architecture. It acts in the following capacities:

• A reverse proxy to abstract clients from the multiple service instances.
• An API gateway to route all service traffic.
• The termination point for client SSL traffic.
• A load balancer to balance the load across all the nodes.

Reverse Proxy

Nginx is used to reverse proxy all client connections (even those from within the estate) to the various services that sit behind it. For example, a client request to https://nginx-host/stroom will be reverse proxied to http://a-stroom-host:8080/stroom. Nginx is responsible for selecting the upstream server to reverse proxy to. It is possible to use multiple instances of Nginx for redundancy or improved performance, however care needs to be taken to ensure all requests for a session go to the same Nginx instance, i.e. sticky sessions. Some requests are stateful and some are stateless but the Nginx configuration will reverse proxy them accordingly.

API Gateway

Nginx is also used as an API gateway. This means all inter-service calls go via the Nginx gateway so each service only needs to know the location of the Nginx gateway. Nginx will then reverse proxy all requests to the appropriate instance of an upstream service.

The grey dashed lines on the diagram attempt to show the effective inter-service connections that are being made if you ignore the Nginx reverse proxying.

SSL Termination

All SSL termination is handled by Nginx. Nginx holds the server and certificate authority certificate and will authenticate the client requests if the client has a certificate. Any client certificate details will be passed on to the service that is being reverse proxied.

Physical Deployment

Single Node Docker Deployment

The simplest deployment of stroom is where all services are on a single host and each service runs in its own docker container. Such a deployment can be achieved by following these instructions.

The following diagram shows how a single node deployment would look.

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Multi Node Mixed Deployment

The typical deployment for a large scale stroom is where stroom is run on multiple hosts to scale out the processing. In this deployment stroom and MySQL are run directly on the host OS, i.e. without docker. This approach was taken to gradually introduce docker into the stroom deployment strategies.

The following diagram shows how a multi node deployment would look.

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Multi Node Docker Deployment

The aim in future is to run all services in docker in a multi node deployment. Such a deployment is still under development and will likely involve kubernetes for container orchestration.

3 - Installation Guide

3.1 - Single Node Docker Installation

Running Stroom in Docker is the quickest and easiest way to get Stroom up and running. Using Docker means you don’t need to install the right versions of dependencies like Java or MySQL or get them configured corectly for Stroom.

Stroom Docker stacks

Stroom has a number of predefined stacks that combine multiple docker containers into a fully functioning Stroom. The docker stacks are aimed primarily at single node instances or for evaluation/test. If you want to deploy a Stroom cluster using containers then you should use Kubernetes.

At the moment the usable stacks are:

Prerequisites

In order to run Stroom using Docker you will need the following installed on the machine you intend to run Stroom on:

• An internet connection. If you don’t have one see Air Gapped Environments.
• A Linux-like shell environment.
• Docker CE (v17.12.0+) - e.g docs.docker.com/install/linux/docker-ce/centos/ for Centos
• docker-compose (v1.21.0+) - docs.docker.com/compose/install/
• bash (v4+)
• jq - stedolan.github.io/jq/ e.g. sudo yum install jq
• curl
• A non-root user to perform the install as, e.g. stroomuser

Install steps

This will install the core stack (Stroom and the peripheral services required to run Stroom).

Visit stroom-resources/releases to find the latest stack release. The Stroom stack comes in a number of different variants:

• stroom_core_test - If you are just evaluating Stroom or just want to see it running then download the stroom_core_test*.tar.gz stack which includes some pre-loaded content.
• stroom_core - If it is for an actual deployment of Stroom then download stroom_core*.tar.gz, which has no content and requires some configuration.

Using stroom_core_test-v7.1-beta.15.tar.gz as an example:

# Define the version to download
VERSION="v7.1-beta.15"; STACK="stroom_core_test"
(out)
# Download and extract the Stroom stack
curl -sL "https://github.com/gchq/stroom-resources/releases/download/stroom-stacks-${VERSION}/${STACK}-${VERSION}.tar.gz" | tar xz
(out)
# Navigate into the new stack directory, where xxxx is the directory that has just been created
cd "${STACK}-${VERSION}"
(out)
# Start the stack
./start.sh

Alternatively if you understand the risks of redirecting web sourced content direct to bash, you can get the latest stroom_core_test release using:

# Download and extract the laStroom stack
bash <(curl -s https://gchq.github.io/stroom-resources/v7.1/get_stroom.sh)
(out)
# Navigate into the new stack directory
cd stroom_core_test/stroom_core_test*
(out)
# Start the stack
./start.sh

On first run stroom will build the database schemas so this can take a minute or two. The start.sh script will provide details of the various URLs that are available.

Open a browser (preferably Chrome) at https://localhost and login with:

• username: admin
• password: admin

The stroom stack comes supplied with self-signed certificates so you may need to accept a prompt warning you about visiting an untrusted site.

Configuration

To configure your new instance see Configuration.

Docker Hub links

• The Stroom image
• The GCHQ organisation

3.2 - Configuration

Stroom and its associated services can be deployed in may ways (single node docker stack, non-docker cluster, kubernetes, etc). This document will cover two types of deployment:

• Single node stroom_core docker stack.
• A mixed deployment with nginx in docker and stroom, stroom-proxy and the database not in docker.

This document will explain how each application/service is configured and where its configuration files live.

Application Configuration

The following sections provide links to how to configure each application.

• Stroom Configuration

• Stroom Proxy Configuration

• MySQL Configuration

• Nginx Configuration

• Stroom log sender Configuration

General configuration of docker stacks

Environment variables

The stroom docker stacks have a single env file <stack name>.env that acts as a single point to configure some aspects of the stack. Setting values in the env file can be useful when the value is shared between multiple containers. This env file sets environment variables that are then used for variable substitution in the docker compose YAML files, e.g.

    environment:
      - MYSQL_ROOT_PASSWORD=${STROOM_DB_ROOT_PASSWORD:-my-secret-pw}

In this example the environment variable STROOM_DB_ROOT_PASSWORD is read and used to set the environment variable MYSQL_ROOT_PASSWORD in the docker container. If STROOM_DB_ROOT_PASSWORD is not set then the value my-secret-pw is used instead.

The environment variables set in the env file are NOT automatically visible inside the containers. Only those environment variables defined in the environment section of the docker-compose YAML files are visible. These environment entries can either be hard coded values or use environment variables from outside the container. In some case the names in the env file and the names of the environment variables set in the containers are the same, in some they are different.

The environment variables set in the containers can then be used by the application running in each container to set its configuration. For example, stroom’s config.yml file also uses variable substitution, e.g.

appConfig:
  commonDbDetails:
    connection:
    jdbcDriverClassName: "${STROOM_JDBC_DRIVER_CLASS_NAME:-com.mysql.cj.jdbc.Driver}"

In this example jdbcDriverUrl will be set to the value of environment variable STROOM_JDBC_DRIVER_CLASS_NAME or com.mysql.cj.jdbc.Driver if that is not set.

The following example shows how setting MY_ENV_VAR=123 means myProperty will ultimately get a value of 123 and not its default of 789.

env file (stroom<stack name>.env) - MY_ENV_VAR=123
                |
                |
                | environment variable substitution
                |
                v
docker compose YAML (01_stroom.yml) - STROOM_ENV_VAR=${MY_ENV_VAR:-456}
                |
                |
                | environment variable substitution
                |
                v
Stroom configuration file (config.yml) - myProperty: "${STROOM_ENV_VAR:-789}"

Note that environment variables are only set into the container on start. Any changes to the env file will not take effect until the container is (re)started.

Configuration files

The following shows the basic structure of a stack with respect to the location of the configuration files:

── stroom_core_test-vX.Y.Z
   ├── config                [stack env file and docker compose YAML files]
   └── volumes
       └── <service>
           └── conf/config   [service specifc configuration files]

Some aspects of configuration do not lend themselves to environment variable substitution, e.g. deeply nested parts of stroom’s config.yml. In these instances it may be necessary to have static configuration files that have no connection to the env file or only use environment variables for some values.

Bind mounts

Everything in the stack volumes directory is bind-mounted into the named docker container but is mounted read-only to the container. This allows configuration files to be read by the container but not modified.

Typically the bind mounts mount a directory into the container, though in the case of the stroom-all-dbs.cnf file, the file is mounted. The mounts are done using the inode of the file/directory rather than the name, so docker will mount whatever the inode points to even if the name changes. If for instance the stroom-all-dbs.cnf file is renamed to stroom-all-dbs.cnf.old then copied to stroom-all-dbs.cnf and then the new version modified, the container would still see the old file.

Docker managed volumes

When stroom is running various forms of data are persisted, e.g. stroom’s stream store, stroom-all-dbs database files, etc. All this data is stored in docker managed volumes. By default these will be located in /var/lib/docker/volumes/<volume name>/_data and root/sudo access will be needed to access these directories.

Docker data root

IMPORTANT

By default Docker stores all its images, container layers and managed volumes in its default data root directory which defaults to /var/lib/docker. It is typical in server deployments for the root file system to be kept fairly small and this is likely to result in the root file system running out of space due to the growth in docker images/layers/volumes in /var/lib/docker. It is therefore strongly recommended to move the docker data root to another location with more space.

There are various options for achieving this. In all cases the docker daemon should be stopped prior to making the changes, e.g. service docker stop, then started afterwards.

• Symlink - One option is to move the var/lib/docker directory to a new location then create a symlink to it. For example:

  ln -s /large_mount/docker_data_root /var/lib/docker

  This has the advantage that anyone unaware that the data root has moved will be able to easily find it if they look in the default location.

• Configuration - The location can be changed by adding this key to the file /etc/docker/daemon.json (or creating this file if it doesn’t exist.

  {
    "data-root": "/mnt/docker"
  }
  

• Mount - If your intention is to use a whole storage device for the docker data root then you can mount that device to /var/lib/docker. You will need to make a copy of the /var/lib/docker directory prior to doing this then copy it mount once created. The process for setting up this mount will be OS dependent and is outside the scope of this document.

Active services

Each stroom docker stack comes pre-built with a number of different services, e.g. the stroom_core stack contains the following:

• stroom
• stroom-proxy-local
• stroom-all-dbs
• nginx
• stroom-log-sender

While you can pass a set of service names to the commands like start.sh and stop.sh, it may sometimes be required to configure the stack instance to only have a set of services active. You can set the active services like so:

./set_services.sh stroom stroom-all-dbs nginx

In the above example and subsequent use of commands like start.sh and stop.sh with no named services would only act upon the active services set by set_services.sh. This list of active services is held in ACTIVE_SERVICES.txt and the full list of available services is held in ALL_SERVICES.txt.

Certificates

A number of the services in the docker stacks will make use of SSL certificates/keys in various forms. The certificate/key files are typically found in the directories volumes/<service>/certs/.

The stacks come with a set of client/server certificates that can be used for demo/test purposes. For production deployments these should be replaced with the actual certificates/keys for your environment.

In general the best approach to configuring the certificates/keys is to replace the existing files with symlinks to the actual files. For example in the case of the server certificates for nginx (found in volumes/nginx/certs/) the directory would look like:

ca.pem.crt -> /some/path/to/certificate_authority.pem.crt
server.pem.crt -> /some/path/to/host123.pem.crt
server.unencrypted.key -> /some/path/to/host123.key

This approach avoids the need to change any configuration files to reference differently named certificate/key files and avoids having to copy your real certificates/keys into multiple places.

For examples of how to create certificates, keys and keystores see creatCerts.sh

3.2.1 - Stroom and Stroom-Proxy Configuration

The Stroom and Stroom-Proxy applications are built on the same Dropwizard framework so have a lot of similarities when it comes to configuration.

The Stroom/Stroom-Proxy applications are essentially just an executable JAR file that can be run when provided with a configuration file, config.yml. This config file is common to all forms of deployment.

3.2.1.1 - Common Configuration

config.yml

This YAML file, sometimes known as the Dropwizard configuration file (as it conforms to a structure defined by Dropwizard) is the primary means of configuring Stroom/Stroom-Proxy. As a minimum this file should be used to configure anything that needs to be set before stroom can start up, e.g. web server, logging, database connection details, etc. It is also used to configure anything that is specific to a node in a stroom cluster.

If you are using some form of scripted deployment, e.g. ansible then it can be used to set all stroom properties for the environment that stroom runs in. If you are not using scripted deployments then you can maintain stroom’s node agnostic configuration properties via the user interface.

Config File Structure

This file contains both the Dropwizard configuration settings (settings for ports, paths and application logging) and the Stroom/Stroom-Proxy application specific properties configuration. The file is in YAML format and the application properties are located under the appConfig key. For details of the Dropwizard configuration structure, see here .

The file is split into sections using these keys:

• server - Configuration of the web server, e.g. ports, paths, request logging.
• logging - Configuration of application logging
• jerseyClients - Configuration of the various Jersey HTTP clients in use. See Jersey HTTP Client Configuration.
• Application specific configuration:
  • appConfig - The Stroom configuration properties. These properties can be viewed/modified in the user interface.
  • proxyConfig - The Stroom-Proxy configuration properties. These properties can be viewed/modified in the user interface.

The following is an example of the YAML configuration file for Stroom:

# Dropwizard configuration section
server:
  # e.g. ports and paths
logging:
  # e.g. logging levels/appenders

jerseyClients:
  DEFAULT:
    # Configuration of the named client

# Stroom properties configuration section
appConfig:
  commonDbDetails:
    connection:
      jdbcDriverClassName: ${STROOM_JDBC_DRIVER_CLASS_NAME:-com.mysql.cj.jdbc.Driver}
      jdbcDriverUrl: ${STROOM_JDBC_DRIVER_URL:-jdbc:mysql://localhost:3307/stroom?useUnicode=yes&characterEncoding=UTF-8}
      jdbcDriverUsername: ${STROOM_JDBC_DRIVER_USERNAME:-stroomuser}
      jdbcDriverPassword: ${STROOM_JDBC_DRIVER_PASSWORD:-stroompassword1}
  contentPackImport:
    enabled: true
  ...

The following is an example of the YAML configuration file for Stroom-Proxy:

# Dropwizard configuration section
server:
  # e.g. ports and paths
logging:
  # e.g. logging levels/appenders

jerseyClients:
  DEFAULT:
    # Configuration of the named client

# Stroom properties configuration section
proxyConfig:
  path:
    home: /some/path
  ...

appConfig Section

The appConfig section is special as it maps to the Properties seen in the Stroom user interface so values can be managed in the file or via the Properties screen in the Stroom UI. The other sections of the file can only be managed via the YAML file. In the Stroom user interface, properties are named with a dot notation key, e.g. stroom.contentPackImport.enabled. Each part of the dot notation property name represents a key in the YAML file, e.g. for this example, the location in the YAML would be:

appConfig:
  contentPackImport:
    enabled: true   # stroom.contentPackImport.enabled

The stroom part of the dot notation name is replaced with appConfig.

For more details on the link between this YAML file and Stroom Properties, see Properties

Variable Substitution

The YAML configuration file supports Bash style variable substitution in the form of:

${ENV_VAR_NAME:-value_if_not_set}

This allows values to be set either directly in the file or via an environment variable, e.g.

      jdbcDriverClassName: ${STROOM_JDBC_DRIVER_CLASS_NAME:-com.mysql.cj.jdbc.Driver}

In the above example, if the STROOM_JDBC_DRIVER_CLASS_NAME environment variable is not set then the value com.mysql.cj.jdbc.Driver will be used instead.

Typed Values

YAML supports typed values rather than just strings, see https://yaml.org/refcard.html. YAML understands booleans, strings, integers, floating point numbers, as well as sequences/lists and maps. Some properties will be represented differently in the user interface to the YAML file. This is due to how values are stored in the database and how the current user interface works. This will likely be improved in future versions. For details of how different types are represented in the YAML and the UI, see Data Types.

Server configuration

The server section controls the configuration of the Jetty web server.

For full details of how to configure the server section see:

• Server
• Connectors

The following is an example of the configuration for an application listening on HTTP.

server:
  # The base path for the main application
  applicationContextPath: "/"
  # The base path for the admin pages/API
  adminContextPath: "/stroomAdmin"

  # The scheme/port for the main application
  applicationConnectors:
    - type: http
      port: 8080
      # Uses X-Forwarded-*** headers in request log instead of proxy server details.
      useForwardedHeaders: true
  # The scheme/port for the admin pages/API
  adminConnectors:
    - type: http
      port: 8081
      useForwardedHeaders: true

Jersey HTTP Client Configuration

Stroom and Stroom Proxy use the Jersey client for making HTTP connections with other nodes or other systems (e.g. Open ID Connect identity providers). In the YAML file, the jerseyClients key controls the configuration of the various clients in use.

To allow complete control of the client configuration, Stroom uses the concept of named client configurations. Each named client will be unique to a destination (where a destination is typically a server or a cluster of functionally identical servers). Thus the configuration of the connections to each of those destinations can be configured independently.

The client names are as follows:

• AWS_PUBLIC_KEYS - Connections to fetch AWS public keys used in Open ID Connect authentication.
• CONTENT_SYNC - Connections to downstream proxy/stroom instances to sync content. (Stroom Proxy only).
• DEFAULT - The default client configuration used if a named configuration is not present.
• FEED_STATUS - Connections to downstream proxy/stroom instances to check feed status. (Stroom Proxy only).
• OPEN_ID - Connections to an Open ID Connect identity provider, e.g. Cognito, Azure AD, KeyCloak, etc.
• STROOM - Inter-node communications within the Stroom cluster (Stroom only).

The following is an example of how the clients are configured in the YAML file:

jerseyClients:
  DEFAULT:
    # Default client configuration, e.g.
    timeout: 500ms
  STROOM:
    # Configuration items for stroom inter-node communications
    timeout: 30s
  # etc.

The configuration keys (along with their default values and descriptions) for each client can be found here:

• Jersey Client
• Base HTTP Client
• Proxy server settings
• TLS settings

The following is another example including most keys:

jerseyClients:
  DEFAULT:
    minThreads: 1
    maxThreads: 128
    workQueueSize: 8
    gzipEnabled: true
    gzipEnabledForRequests: true
    chunkedEncodingEnabled: true
    timeout: 500ms
    connectionTimeout: 500ms
    timeToLive: 1h
    cookiesEnabled: false
    maxConnections: 1024
    maxConnectionsPerRoute: 1024
    keepAlive: 0ms
    retries: 0
    userAgent: <application name> (<client name>)
    proxy:
      host: 192.168.52.11
      port: 8080
      scheme : http
      auth:
        username: secret
        password: stuff
        authScheme: NTLM
        realm: realm
        hostname: host
        domain: WINDOWSDOMAIN
        credentialType: NT
      nonProxyHosts:
        - localhost
        - '192.168.52.*'
        - '*.example.com'
    tls:
      protocol: TLSv1.2
      provider: SunJSSE
      verifyHostname: true
      keyStorePath: /path/to/file
      keyStorePassword: changeit
      keyStoreType: JKS
      trustStorePath: /path/to/file
      trustStorePassword: changeit
      trustStoreType: JKS
      trustSelfSignedCertificates: false
      supportedProtocols: TLSv1.1,TLSv1.2
      supportedCipherSuites: TLS_ECDHE_ECDSA_WITH_AES_128_CBC_SHA256
      certAlias: alias-of-specific-cert

Logging Configuration

The Dropwizard configuration file controls all the logging by the application. In addition to the main application log, there are additional logs such as stroom user events (for audit), Stroom-Proxy send and receive logs and database migration logs.

For full details of the logging configuration, see Dropwizard Logging Configuration

Request Log

The request log is slightly different to the other logs. It logs all requests to the web server. It is configured in the server section.

The property archivedLogFilenamePattern controls rolling of the active log file. The date pattern in the filename controls the frequency that the log files are rolled. In this example, files will be rolled every 1 minute.

server:
  requestLog:
    appenders:
    - type: file
      currentLogFilename: logs/access/access.log
      discardingThreshold: 0
      # Rolled and gzipped every minute
      archivedLogFilenamePattern: logs/access/access-%d{yyyy-MM-dd'T'HH:mm}.log.gz
      archivedFileCount: 10080
      logFormat: '%h %l "%u" [%t] "%r" %s %b "%i{Referer}" "%i{User-Agent}" %D'

Logback Logs

Dropwizard uses Logback for application level logging. All logs in Stroom and Stroom-Proxy apart from the request log are Logback based logs.

Logback uses the concept of Loggers and Appenders. A Logger is a named thing that that produces log messages. An _Appender is an output that a Logger can append its log messages to. Typical Appenders are:

• File - appends messages to a file that may or may not be rolled.
• Console - appends messages to stdout.
• Syslog - appends messages to syslog.

Loggers

A Logger can append to more than one Appender if required. For example, the default configuration file for Stroom has two appenders for the application logs. The rolled files from one appender are POSTed to Stroom to index its own logs, then deleted and the other is intended to remain on the server until archived off to allow viewing by an administrator.

A Logger can be configured with a severity, valid severities are (TRACE, DEBUG, WARN, ERROR). The severity set on a logger means that only messages with that severity or higher will be logged, with the rest not logged.

Logger names are typically the name of the Java class that is producing the log message. You don’t need to understand too much about Java classes as you are only likely to change logger severities when requested by one of the developers. Some loggers, such as event-logger do not have a Java class name.

As an example this is a portion of a Stroom config.yml file to illustrate the different loggers/appenders:

logging:
  # This is root logging severity level for all loggers. Only messages >= to WARN will be logged unless overridden
  # for a specific logger
  level: WARN

  # All the named loggers
  loggers:
    # Logs useful information about stroom. Only set DEBUG on specific 'stroom' classes or packages
    # due to the large volume of logs that would be produced for all of 'stroom' in DEBUG.
    stroom: INFO
    # Logs useful information about dropwizard when booting stroom
    io.dropwizard: INFO
    # Logs useful information about the jetty server when booting stroom
    org.eclipse.jetty: INFO
    # Logs REST request/responses with headers/payloads. Set this to OFF to turn disable that logging.
    org.glassfish.jersey.logging.LoggingFeature: INFO
    # Logs summary information about FlyWay database migrations
    org.flywaydb: INFO
    # Logger and custom appender for audit logs
    event-logger:
      level: INFO
      # Prevents messages from this logger from being sent to other appenders
      additive: false
      appenders:
        - type: file
          currentLogFilename: logs/user/user.log
          discardingThreshold: 0
          # Rolled every minute
          archivedLogFilenamePattern: logs/user/user-%d{yyyy-MM-dd'T'HH:mm}.log
          # Minute rolled logs older than a week will be deleted. Note rolled logs are deleted
          # based on the age of the window they contain, not the number of them. This value should be greater
          # than the maximum time stroom is not producing events for.
          archivedFileCount: 10080
          logFormat: "%msg%n"
    # Logger and custom appender for the flyway DB migration SQL output
    org.flywaydb.core.internal.sqlscript:
      level: DEBUG
      additive: false
      appenders:
        - type: file
          currentLogFilename: logs/migration/migration.log
          discardingThreshold: 0
          # Rolled every day
          archivedLogFilenamePattern: logs/migration/migration-%d{yyyy-MM-dd}.log
          archivedFileCount: 10
          logFormat: "%-6level [%d{\"yyyy-MM-dd'T'HH:mm:ss.SSS'Z'\",UTC}] [%t] %logger - %X{code} %msg %n"

Appenders

The following is an example of the default appenders that will be used for all loggers unless they have their own custom appender configured.

logging:
  # Appenders for all loggers except for where a logger has a custom appender configured
  appenders:

    # stdout
  - type: console
    # Multi-coloured log format for console output
    logFormat: "%highlight(%-6level) [%d{\"yyyy-MM-dd'T'HH:mm:ss.SSS'Z'\",UTC}] [%green(%t)] %cyan(%logger) - %X{code} %msg %n"
    timeZone: UTC
#
    # Minute rolled files for stroom/datafeed, will be curl'd/deleted by stroom-log-sender
  - type: file
    currentLogFilename: logs/app/app.log
    discardingThreshold: 0
    # Rolled and gzipped every minute
    archivedLogFilenamePattern: logs/app/app-%d{yyyy-MM-dd'T'HH:mm}.log.gz
    # One week using minute files
    archivedFileCount: 10080
    logFormat: "%-6level [%d{\"yyyy-MM-dd'T'HH:mm:ss.SSS'Z'\",UTC}] [%t] %logger - %X{code} %msg %n"

Log Rolling

Rolling of log files can be done based on size of file or time. The archivedLogFilenamePattern property controls the rolling behaviour. The rolling policy is determined from the filename pattern, e.g a pattern with a minute precision date format will be rolled every minute. The following is an example of an appender that rolls based on the size of the log file:

  - type: file
    currentLogFilename: logs/app.log
    # The name pattern, where i a sequential number indicating age, where 1 is the most recent
    archivedLogFilenamePattern: logs/app-%i.log
    # The maximum number of rolled files to keep
    archivedFileCount: 10
    # The maximum size of a log file
    maxFileSize: "100MB"
    logFormat: "%-6level [%d{\"yyyy-MM-dd'T'HH:mm:ss.SSS'Z'\",UTC}] [%t] %logger - %X{code} %msg %n"

The following is an example of an appender that rolls every minute to gzipped files:

  - type: file
    currentLogFilename: logs/app/app.log
    # Rolled and gzipped every minute
    archivedLogFilenamePattern: logs/app/app-%d{yyyy-MM-dd'T'HH:mm}.log.gz
    # One week using minute files
    archivedFileCount: 10080
    logFormat: "%-6level [%d{\"yyyy-MM-dd'T'HH:mm:ss.SSS'Z'\",UTC}] [%t] %logger - %X{code} %msg %n"

3.2.1.2 - Stroom Configuration

General configuration

The Stroom application is essentially just an executable JAR file that can be run when provided with a configuration file, config.yml. This config file is common to all forms of deployment.

config.yml

Stroom operates on a configuration by exception basis so all configuration properties will have a sensible default value and a property only needs to be explicitly configured if the default value is not appropriate, e.g. for tuning a large scale production deployment or where values are environment specific. As a result config.yml only contains a minimal set of properties. The full tree of properties can be seen in ./config/config-defaults.yml and a schema for the configuration tree (along with descriptions for each property) can be found in ./config/config-schema.yml. These two files can be used as a reference when configuring stroom.

Key Configuration Properties

The following are key properties that would typically be changed for a production deployment. All configuration branches are relative to the appConfig root.

The database name(s), hostname(s), port(s), usernames(s) and password(s) should be configured using these properties. Typically stroom is configured to keep it statistics data in a separate database to the main stroom database, as is configured below.

  commonDbDetails:
    connection:
      jdbcDriverUrl: "jdbc:mysql://localhost:3307/stroom?useUnicode=yes&characterEncoding=UTF-8"
      jdbcDriverUsername: "stroomuser"
      jdbcDriverPassword: "stroompassword1"
  statistics:
    sql:
      db:
        connection:
          jdbcDriverUrl: "jdbc:mysql://localhost:3307/stats?useUnicode=yes&characterEncoding=UTF-8"
          jdbcDriverUsername: "statsuser"
          jdbcDriverPassword: "stroompassword1"

In a clustered deployment each node must be given a node name that is unique within the cluster. This is used to identify nodes in the Nodes screen. It could be the hostname of the node or follow some other naming convetion.

  node:
    name: "node1a"

Each node should have its identity on the network configured so that it uses the appropriate FQDNs. The nodeUri hostname is the FQDN of each node and used by nodes to communicate with each other, therefore it can be private to the cluster of nodes. The publicUri hostname is the public facing FQDN for stroom, i.e. the address of a load balancer or Nginx. This is the address that users will use in their browser.

  nodeUri:
    hostname: "localhost" # e.g. node5.stroomnodes.somedomain
  publicUri:
    hostname: "localhost" # e.g. stroom.somedomain

Deploying without Docker

Stroom running without docker has two files to configure it. The following locations are relative to the stroom home directory, i.e. the root of the distribution zip.

• ./config/config.yml - Stroom configuration YAML file
• ./config/scripts.env - Stroom scripts configuration env file

The distribution also includes these files which are helpful when it comes to configuring stroom.

• ./config/config-defaults.yml - Full version of the config.yml file containing all branches/leaves with default values set. Useful as a reference for the structure and the default values.
• ./config/config-schema.yml - The schema defining the structure of the config.yml file.

scripts.env

This file is used by the various shell scripts like start.sh, stop.sh, etc. This file should not need to be unless you want to change the locations where certain log files are written to or need to change the java memory settings.

In a production system it is highly likely that you will need to increase the java heap size as the default is only 2G. The heap size settings and any other java command line options can be set by changing:

JAVA_OPTS="-Xms512m -Xmx2048m"

As part of a docker stack

When stroom is run as part of one of our docker stacks, e.g. stroom_core there are some additional layers of configuration to take into account, but the configuration is still primarily done using the config.yml file.

Stroom’s config.yml file is found in the stack in ./volumes/stroom/config/ and this is the primary means of configuring Stroom.

The stack also ships with a default config.yml file baked into the docker image. This minimal fallback file (located in /stroom/config-fallback/ inside the container) will be used in the absence of one provided in the docker stack configuration (./volumes/stroom/config/).

The default config.yml file uses environment variable substitution so some configuration items will be set by environment variables set into the container by the stack env file and the docker-compose YAML. This approach is useful for configuration values that need to be used by multiple containers, e.g. the public FQDN of Nginx, so it can be configured in one place.

If you need to further customise the stroom configuration then it is recommended to edit the ./volumes/stroom/config/config.yml file. This can either be a simple file with hard coded values or one that uses environment variables for some of its configuration items.

The configuration works as follows:

env file (stroom<stack name>.env)
                |
                |
                | environment variable substitution
                |
                v
docker compose YAML (01_stroom.yml)
                |
                |
                | environment variable substitution
                |
                v
Stroom configuration file (config.yml)

Ansible

If you are using Ansible to deploy a stack then it is recommended that all of stroom’s configuration properties are set directly in the config.yml file using a templated version of the file and to NOT use any environment variable substitution. When using Ansible, the Ansible inventory is the single source of truth for your configuration so not using environment variable substitution for stroom simplifies the configuration and makes it clearer when looking at deployed configuration files.

Stroom-ansible has an example inventory for a single node stroom stack deployment. The group_vars/all file shows how values can be set into the env file.

3.2.1.3 - Stroom Proxy Configuration

The configuration of Stroom-proxy is very much the same as for Stroom with the only difference being the structure of the application specific part of the config.yml file. Stroom-proxy has a proxyConfig key in the YAML while Stroom has appConfig.

General configuration

The Stroom-proxy application is essentially just an executable JAR file that can be run when provided with a configuration file, config.yml. This configuration file is common to all forms of deployment.

config.yml

Stroom-proxy does not have a user interface so the config.yml file is the only way of configuring stroom-proxy. As with stroom, the config.yml file is split into three sections using these keys:

• server - Configuration of the web server, e.g. ports, paths, request logging.
• logging - Configuration of application logging
• proxyConfig - Stroom-Proxy specific configuration

See also Properties for more details on structure of the config.yml file and supported data types.

Stroom-Proxy operates on a configuration by exception basis so all configuration properties will have a sensible default value and a property only needs to be explicitly configured if the default value is not appropriate, e.g. for tuning a large scale production deployment or where values are environment specific. As a result config.yml only contains a minimal set of properties. The full tree of properties can be seen in ./config/config-defaults.yml and a schema for the configuration tree (along with descriptions for each property) can be found in ./config/config-schema.yml. These two files can be used as a reference when configuring stroom.

Key Configuration Properties

Stroom-proxy has two main functions, storing and forwarding. It can be configured to do either or both of these functions. These functions are enabled/disabled using:

proxyConfig:

  # The list of named destinations that Stroom-Proxy will forward to
  forwardHttpDestinations:
    - enabled: true
      name: "downstream"
      forwardUrl: "https://some-host/stroom/datafeed"

  # Whether to store received data in a repository
  repository:
    storingEnabled: true

  # If we are storing data in a proxy repository we can aggregate it before forwarding.
  aggregator:
    maxItemsPerAggregate: 1000
    maxUncompressedByteSize: "1G"
    maxAggregateAge: 10m
    aggregationFrequency: 1m

Stroom-proxy should be configured to check the receipt status of feeds on receipt of data. This is done by configuring the end point of a downstream stroom-proxy or stroom.

  feedStatus:
    url: "http://stroom:8080/api/feedStatus/v1"
    apiKey: ""

The url should be the url for the feed status API on the downstream stroom(-proxy). If this is on the same host then you can use the http endpoint, however if it is on a remote host then you should use https and the host of its nginx, e.g. https://downstream-instance/api/feedStatus/v1.

In order to use the API, the proxy must have a configured apiKey. The API key must be created in the downstream stroom instance and then copied into this configuration.

If the proxy is configured to forward data then the forward destination(s) should be set. This is the datafeed endpoint of the downstream stroom-proxy or stroom instance that data will be forwarded to. This may also be te address of a load balancer or similar that is fronting a cluster of stroom-proxy or stroom instances. See also Feed status certificate configuration.

  forwardHttpDestinations:
    - enabled: true
      name: "downstream"
      forwardUrl: "https://some-host/stroom/datafeed"

forwardUrl specifies the URL of the datafeed endpoint on the destination host. Each forward location can use a different key/trust store pair. See also Forwarding certificate configuration.

If the proxy is configured to store then it is the location of the proxy repository may need to be configured if it needs to be in a different location to the proxy home directory, e.g. on another mount point.

Deploying without Docker

Apart from the structure of the config.yml file, the configuration in a non-docker environment is the same as for stroom

As part of a docker stack

The way stroom-proxy is configured is essentially the same as for stroom with the only real difference being the structure of the config.yml file as note above . As with stroom the docker stack comes with a ./volumes/stroom-proxy-*/config/config.yml file that will be used in the absence of a provided one. Also as with stroom, the config.yml file supports environment variable substitution so can make use of environment variables set in the stack env file and passed down via the docker-compose YAML files.

Certificates

Stroom-proxy makes use of client certificates for two purposes:

• Communicating with a downstream stroom/stroom-proxy in order to establish the receipt status for the feeds it has received data for.
• When forwarding data to a downstream stroom/stroom-proxy

The stack comes with the following files that can be used for demo/test purposes.

volumes/stroom-proxy-*/certs/ca.jks
volumes/stroom-proxy-*/certs/client.jks

For a production deployment these will need to be changed, see Certificates

Feed status certificate configuration

The configuration of the client certificates for feed status checks is done using the FEED_STATUS jersey client configuration. See Stroom and Stroom-Proxy Common Configuration.

Forwarding certificate configuration

Stroom-proxy can forward to multiple locations. The configuration of the certificate(s) for the forwarding locations is as follows:

proxyConfig:

  forwardHttpDestinations:
    - enabled: true
      name: "downstream"
      forwardUrl: "https://some-host/stroom/datafeed"
      sslConfig:
        keyStorePath: "/stroom-proxy/certs/client.jks"
        keyStorePassword: "password"
        keyStoreType: "JKS"
        trustStorePath: "/stroom-proxy/certs/ca.jks"
        trustStorePassword: "password"
        trustStoreType: "JKS"
        hostnameVerificationEnabled: true

forwardUrl specifies the URL of the datafeed endpoint on the destination host. Each forward location can use a different key/trust store pair.

3.2.2 - Nginx Configuration

Nginx is the standard web server used by stroom. Its primary role is SSL termination and reverse proxying for stroom and stroom-proxy that sit behind it. It can also load balance incoming requests and ensure traffic from the same source is always route to the same upstream instance. Other web servers can be used if required but their installation/configuration is out of the scope of this documentation.

Without Docker

The standard way of deploying Nginx with stroom running without docker involves running Nginx as part of the services stack. See below for details of how to configure it. If you want to deploy Nginx without docker then you can but that is outside the scope of the this documentation.

As part of a docker stack

Nginx is included in all the stroom docker stacks. Nginx is configured using multiple configuration files to aid clarity and allow reuse of sections of configuration. The main file for configuring Nginx is nginx.conf.template and this makes use of other files via include statements.

The purpose of the various files is as follows:

• nginx.conf.template - Top level configuration file that orchestrate the other files.
• logging.conf.template - Configures the logging output, its content and format.
• server.conf.template - Configures things like SSL settings, timeouts, ports, buffering, etc.
• Upstream configuration
  • upstreams.stroom.ui.conf.template - Defines the upstream host(s) for stroom node(s) that are dedicated to serving the user interface.
  • upstreams.stroom.processing.conf.template - Defines the upstream host(s) for stroom node(s) that are dedicated to stream processing and direct data receipt.
  • upstreams.proxy.conf.template - Defines the upstream host(s) for local stroom-proxy node(s).
• Location configuration
  • locations_defaults.conf.template - Defines some default directives (e.g. headers) for configuring stroom paths.
  • proxy_location_defaults.conf.template - Defines some default directives (e.g. headers) for configuring stroom-proxy paths.
  • locations.proxy.conf.template - Defines the various paths (e.g/ /datafeed) that will be reverse proxied to stroom-proxy hosts.
  • locations.stroom.conf.template - Defines the various paths (e.g/ /datafeeddirect) that will be reverse proxied to stroom hosts.

Templating

The nginx container has been configured to support using environment variables passed into it to set values in the Nginx configuration files. It should be noted that recent versions of Nginx have templating support built in. The templating mechanism used in stroom’s Nginx container was set up before this existed but achieves the same result.

All non-default configuration files for Nginx should be placed in volumes/nginx/conf/ and named with the suffix .template (even if no templating is needed). When the container starts any variables in these templates will be substituted and the resulting files will be copied into /etc/nginx. The result of the template substitution is logged to help with debugging.

The files can contain templating of the form:

ssl_certificate             /stroom-nginx/certs/<<<NGINX_SSL_CERTIFICATE>>>;

In this example <<<NGINX_SSL_CERTIFICATE>>> will be replaced with the value of environment variable NGINX_SSL_CERTIFICATE when the container starts.

Upstreams

When configuring a multi node cluster you will need to configure the upstream hosts. Nginx acts as a reverse proxy for the applications behind it so the lists of hosts for each application need to be configured.

For example if you have a 10 node cluster and 2 of those nodes are dedicated for user interface use then the configuration would look like:

upstreams.stroom.ui.conf.template

server node1.stroomhosts:<<<STROOM_PORT>>>
server node2.stroomhosts:<<<STROOM_PORT>>>

upstreams.stroom.processing.conf.template

server node3.stroomhosts:<<<STROOM_PORT>>>
server node4.stroomhosts:<<<STROOM_PORT>>>
server node5.stroomhosts:<<<STROOM_PORT>>>
server node6.stroomhosts:<<<STROOM_PORT>>>
server node7.stroomhosts:<<<STROOM_PORT>>>
server node8.stroomhosts:<<<STROOM_PORT>>>
server node9.stroomhosts:<<<STROOM_PORT>>>
server node10.stroomhosts:<<<STROOM_PORT>>>

upstreams.proxy.conf.template

server node3.stroomhosts:<<<STROOM_PORT>>>
server node4.stroomhosts:<<<STROOM_PORT>>>
server node5.stroomhosts:<<<STROOM_PORT>>>
server node6.stroomhosts:<<<STROOM_PORT>>>
server node7.stroomhosts:<<<STROOM_PORT>>>
server node8.stroomhosts:<<<STROOM_PORT>>>
server node9.stroomhosts:<<<STROOM_PORT>>>
server node10.stroomhosts:<<<STROOM_PORT>>>

In the above example the port is set using templating as it is the same for all nodes. Nodes 1 and 2 will receive all UI and REST API traffic. Nodes 8-10 will serve all datafeed(direct) requests.

Certificates

The stack comes with a default server certificate/key and CA certificate for demo/test purposes. The files are located in volumes/nginx/certs/. For a production deployment these will need to be changed, see Certificates

Log rotation

The Nginx container makes use of logrotate to rotate Nginx’s log files after a period of time so that rotated logs can be sent to stroom. Logrotate is configured using the file volumes/stroom-log-sender/logrotate.conf.template. This file is templated in the same way as the Nginx configuration files, see above. The number of rotated files that should be kept before deleting them can be controlled using the line.

rotate 100

This should be set in conjunction with the frequency that logrotate is called, which is controlled by volumes/stroom-log-sender/crontab.txt. This crontab file drives the lograte process and by default is set to run every minute.

3.2.3 - Stroom Log Sender Configuration

Stroom log sender is a docker image used for sending application logs to stroom. It is essentially just a combination of the send_to_stroom.sh script and a set of crontab entries to call the script at intervals.

Deploying without Docker

When deploying without docker stroom and stroom-proxy nodes will need to be configured to send their logs to stroom. This can be done using the ./bin/send_to_stroom.sh script in the stroom and stroom-proxy zip distributions and some crontab configuration.

The crontab file for the user account running stroom should be edited (crontab -e) and set to something like:

# stroom logs
* * * * * STROOM_HOME=<path to stroom home> ${STROOM_HOME}/bin/send_to_stroom.sh ${STROOM_HOME}/logs/access STROOM-ACCESS-EVENTS <datafeed URL> --system STROOM --environment <environment> --file-regex '.*/[a-z]+-[0-9]{4}-[0-9]{2}-[0-9]{2}T.*\\.log' --max-sleep 10 --key <key file> --cert <cert file> --cacert <CA cert file> --delete-after-sending --compress >> <path to log> 2>&1
* * * * * STROOM_HOME=<path to stroom home> ${STROOM_HOME}/bin/send_to_stroom.sh ${STROOM_HOME}/logs/app    STROOM-APP-EVENTS    <datafeed URL> --system STROOM --environment <environment> --file-regex '.*/[a-z]+-[0-9]{4}-[0-9]{2}-[0-9]{2}T.*\\.log' --max-sleep 10 --key <key file> --cert <cert file> --cacert <CA cert file> --delete-after-sending --compress >> <path to log> 2>&1
* * * * * STROOM_HOME=<path to stroom home> ${STROOM_HOME}/bin/send_to_stroom.sh ${STROOM_HOME}/logs/user   STROOM-USER-EVENTS   <datafeed URL> --system STROOM --environment <environment> --file-regex '.*/[a-z]+-[0-9]{4}-[0-9]{2}-[0-9]{2}T.*\\.log' --max-sleep 10 --key <key file> --cert <cert file> --cacert <CA cert file> --delete-after-sending --compress >> <path to log> 2>&1

# stroom-proxy logs
* * * * * PROXY_HOME=<path to proxy home> ${PROXY_HOME}/bin/send_to_stroom.sh ${PROXY_HOME}/logs/access  STROOM_PROXY-ACCESS-EVENTS  <datafeed URL> --system STROOM-PROXY --environment <environment> --file-regex '.*/[a-z]+-[0-9]{4}-[0-9]{2}-[0-9]{2}T.*\\.log' --max-sleep 10 --key <key file> --cert <cert file> --cacert <CA cert file> --delete-after-sending --compress >> <path to log> 2>&1
* * * * * PROXY_HOME=<path to proxy home> ${PROXY_HOME}/bin/send_to_stroom.sh ${PROXY_HOME}/logs/app     STROOM_PROXY-APP-EVENTS     <datafeed URL> --system STROOM-PROXY --environment <environment> --file-regex '.*/[a-z]+-[0-9]{4}-[0-9]{2}-[0-9]{2}T.*\\.log' --max-sleep 10 --key <key file> --cert <cert file> --cacert <CA cert file> --delete-after-sending --compress >> <path to log> 2>&1
* * * * * PROXY_HOME=<path to proxy home> ${PROXY_HOME}/bin/send_to_stroom.sh ${PROXY_HOME}/logs/send    STROOM_PROXY-SEND-EVENTS    <datafeed URL> --system STROOM-PROXY --environment <environment> --file-regex '.*/[a-z]+-[0-9]{4}-[0-9]{2}-[0-9]{2}T.*\\.log' --max-sleep 10 --key <key file> --cert <cert file> --cacert <CA cert file> --delete-after-sending --compress >> <path to log> 2>&1
* * * * * PROXY_HOME=<path to proxy home> ${PROXY_HOME}/bin/send_to_stroom.sh ${PROXY_HOME}/logs/receive STROOM_PROXY-RECEIVE-EVENTS <datafeed URL> --system STROOM-PROXY --environment <environment> --file-regex '.*/[a-z]+-[0-9]{4}-[0-9]{2}-[0-9]{2}T.*\\.log' --max-sleep 10 --key <key file> --cert <cert file> --cacert <CA cert file> --delete-after-sending --compress >> <path to log> 2>&1

where the environment specific values are:

• <path to stroom home> - The absolute path to the stroom home, i.e. the location of the start.sh script.
• <path to proxy home> - The absolute path to the stroom-proxy home, i.e. the location of the start.sh script.
• <datafeed URL> - The URL that the logs will be sent to. This will typically be the nginx host or load balancer and the path will typically be https://host/datafeeddirect to bypass the proxy for faster access to the logs.
• <environment> - The environment name that the stroom/proxy is deployed in, e.g. OPS, REF, DEV, etc.
• <key file> - The absolute path to the SSL key file used by curl.
• <cert file> - The absolute path to the SSL certificate file used by curl.
• <CA cert file> - The absolute path to the SSL certificate authority file used by curl.
• <path to log> - The absolute path to a log file to log all the send_to_stroom.sh output to.

If your implementation of cron supports environment variables then you can define some of the common values at the top of the crontab file and use them in the entries. cronie as used by Centos does not support environment variables in the crontab file but variables can be defined at the line level as has been shown with STROOM_HOME and PROXY_HOME.

The above crontab entries assume that stroom and stroom-proxy are running on the same host. If there are not then the entries can be split across the hosts accordingly.

Service host(s)

When deploying stroom/stroom-proxy without stroom you may still be deploying the service stack (nginx and stroom-log-sender) to a host. In this case see As part of a docker stack below for details of how to configure stroom-log-sender to send the nginx logs.

As part of a docker stack

Crontab

The docker stacks include the stroom-log-sender docker image for sending the logs of all the other containers to stroom. Stroom-log-sender is configured using the crontab file volumes/stroom-log-sender/conf/crontab.txt. When the container starts this file will be read. Any variables in it will be substituted with the values from the corresponding environment variables that are present in the container. These common values can be set in the config/<stack name>.env file.

As the variables are substituted on container start you will need to restart the container following any configuration change.

Certificates

The directory volumes/stroom-log-sender/certs contains the default client certificates used for the stack. These allow stroom-log-sender to send the log files over SSL which also provides stroom with details of the sender. These will need to be replaced in a production environment.

volumes/stroom-log-sender/certs/ca.pem.crt
volumes/stroom-log-sender/certs/client.pem.crt
volumes/stroom-log-sender/certs/client.unencrypted.key

For a production deployment these will need to be changed, see Certificates

3.2.4 - MySQL Configuration

General configuration

MySQL is configured via the .cnf file which is typically located in one of these locations:

• /etc/my.cnf
• /etc/mysql/my.cnf
• $MYSQL_HOME/my.cnf
• <data dir>/my.cnf
• ~/.my.cnf

Key configuration properties

• lower_case_table_names - This proerty controls how the tables are stored on the filesystem and the case-sensitivity of table names in SQL. A value of 0 means tables are stored on the filesystem in the case used in CREATE TABLE and sql is case sensitive. This is the default in linux and is the preferred value for deployments of stroom of v7+. A value of 1 means tables are stored on the filesystem in lowercase but sql is case insensitive. See also Identifier Case Sensitivity

• max_connections - The maximum permitted number of simultaneous client connections. For a clustered deployment of stroom, the default value of 151 will typically be too low. Each stroom node will hold a pool of open database connections for its use, therefore with a large number of stroom nodes and a big connection pool the total number of connections can be very large. This property should be set taking into account the values of the stroom properties of the form *.db.connectionPool.maxPoolSize. See also Connection Interfaces

• innodb_buffer_pool_size/innodb_buffer_pool_instances - Controls the amount of memory availble to MySQL for caching table/index data. Typically this will be set to 80% of available RAM, assuming MySQL is running on a dedicated host and the total amount of table/index data is greater than 80% of avaialable RAM. Note: innodb_buffer_pool_size must be set to a value that is equal to or a multiple of innodb_buffer_pool_chunk_size * innodb_buffer_pool_instances. See also Configuring InnoDB Buffer Pool Size

Deploying without Docker

When MySQL is deployed without a docker stack then MySQL should be installed and configured according to the MySQL documentation. How MySQL is deployed and configured will depend on the requirements of the environment, e.g. clustered, primary/standby, etc.

As part of a docker stack

Where a stroom docker stack includes stroom-all-dbs (MySQL) the MySQL instance is configured via the .cnf file. The .cnf file is located in volumes/stroom-all-dbs/conf/stroom-all-dbs.cnf. This file is read-only to the container and will be read on container start.

Database initialisation

When the container is started for the first time the database be initialised with the root user account. It will also then run any scripts found in volumes/stroom-all-dbs/init/stroom. The scripts in here will be run in alpabetical order. Scripts of the form .sh, .sql, .sql.gz and .sql.template are supported.

.sql.template files are proprietry to stroom stacks and are just templated .sql files. They can contain tags of the form <<<ENV_VAR_NAME>>> which will be replaced with the value of the named environment variable that has been set in the container.

If you need to add additional database users then either add them to volumes/stroom-all-dbs/init/stroom/001_create_databases.sql.template or create additional scripts/templates in that directory.

The script that controls this templating is volumes/stroom-all-dbs/init/000_stroom_init.sh. This script MUST not have its executable bit set else it will be executed rather than being sourced by the MySQL entry point scripts and will then not work.

3.3 - Installing in an Air Gapped Environment

Docker images

For those deployments of Stroom that use docker containers, by default docker will try to pull the docker images from DockerHub on the internet. If you do not have an internet connection then you will need to make these images availbe to the local docker binary in another way.

Downloading the images

Firstly you need to determine which images and which tags you need. Look at stroom-resources/releases and for each release and variant of the Stroom stacks you will see a manifest of the docker images/tags in that release/variant. For eaxmple, for stroom-stacks-v7.0-beta.175 and stack variant stroom_core the list of images is:

nginx gchq/stroom-nginx:v7.0-beta.2
stroom gchq/stroom:v7.0-beta.175
stroom-all-dbs mysql:8.0.23
stroom-log-sender gchq/stroom-log-sender:v2.2.0
stroom-proxy-local gchq/stroom-proxy:v7.0-beta.175

With the docker binary

If you have access to an internet connected computer that has Docker installed on it then you can use Docker to pull the images. For each of the required images run a command like this:

docker pull gchq/stroom-nginx:v7.0-beta.2
docker save -o stroom-nginx.tar gchq/stroom-nginx:v7.0-beta.2

Without the docker binary

If you can’t install Docker on the internet connected maching then this shell script may help you to download and assemble the various layers of an image from DockerHub using only bash, curl and jq. This is a third party script so we cannot vouch for it in any way. As with all scripts you run that you find on the internet, look at and understand what they do before running them.

Loading the images

Once you have downloaded the image tar files and transferred them over the air gap you will need to load them into your local docker repo. Either this will be the local repo on the maching where you will deploy Stroom (or one of its component containers) or you will have a central docker repository that many machines can access. Managing a central air-gapped repository is beyond the scope of this documentation.

To load the images into your local repository use a command similar to this for each of the .tar files that you created using docker save above:

docker load --input stroom-nginx.tar

You can check the images are avialable using:

docker image ls

3.4 - Upgrades

3.4.1 - Minor Upgrades and Patches

Stroom versioning follows Semantic Versioning .

Given a version number MAJOR.MINOR.PATCH:

• MAJOR is incremented when there are major or breaking changes.
• MINOR is incremented when functionality is added in a backwards compatible manner.
• PATCH is incremented when bugs are fixed.

Stroom is designed to detect the version of the existing database schema and to run any migrations necessary to bring it up to the version begin deployed. This means you can jump from say 7.0.0 => 7.2.0 or from 7.0.0 to 7.0.5.

This document covers minor and patch upgrades only.

Docker stack deployments

Non-docker deployments

Major version upgrades

The following notes are specific for these major version upgrades

• v6 => v7

3.4.2 - Upgrade from v5 to v7

Differences between v5 and v7

Stroom v7 has significant differences to v6 which make the upgrade process a little more complicated.

• v5 handled authentication within the application. In v7 authentication is handled either internally in stroom (the default) or by an external identity provider such as google or AWS Cognito.
• v5 used the ~setup.xml, ~env.sh and stroom.properties files for configuration. In v7 stroom uses a config.yml file for its configuration (see Properties)
• v5 used upper case and heavily abbreviated names for its tables. In v7 clearer and lower case table names are used. As a result ALL v5 tables get renamed with the prefix OLD_, the new tables created and any content copied over. As the database will be holding two copies of most data you need to ensure you have space to accommodate it.

Pre-Upgrade tasks

Stroom can be upgraded straight from v5 to v7 without going via v6. There are however a few pre-migration steps that need to be followed.

Upgrade Stroom to the latest v5 version

Follow your standard process for performing a minor upgrade to bring your v5 Stroom instance up to the latest v5 version. This ensures all v5 migrations are applying all the v6 and v7 migrations.

Download migration scripts

Download the migration SQL scripts from https://github.com/gchq/stroom/blob/STROOM_VERSION/scripts e.g. https://github.com/gchq/stroom/blob/v7.0-beta.198/scripts

Some of these scripts will be used in the steps below. The unused scripts are not applicable to a v5=>v7 upgrade.

Pre-migration database checks

Run the pre-migration checks script on the running database.

mysql --force --table -u"stroomuser" -p"stroompassword1" stroom \
< v7_db_pre_migration_checks.sql \
> v7_db_pre_migration_checks.out \
2>&1

This will produce a report of items that will not be migrated or need attention before migration.

Capture non-default Stroom properties

Run the following script to capture the non-default system properties that are held in the database. This is a precaution in case they are needed following migration.

mysql --force --table -u"stroomuser" -p"stroompassword1" stroom \
< v5_list_properties.sql \
> v5_list_properties.out \
2>&1

Stop processing

Before shutting stroom down it is wise to turn off stream processing and let all outstanding server tasks complete.

TODO clarify steps for this.

Stop Stroom

Stop the stack (stroom and the database) then start up the database. Do this using the v6 stack. This ensures that stroom is not trying to access the database.

./stop.sh

Backup the databases

Backup all the databases for the different components. Typically these will be stroom and stats (or statistics).

Stop the database

Stop the database using the v6 stack.

./stop.sh

Deploy v7

Deploy the latest version of Stroom but don’t start it.

TODO - more detail

Migrate the v5 configuration into v7

The configuration properties held in the database and accessed for the Properties UI screen will be migrated automatically by Stroom where possible.

Stroom v5 and v7 however are configured differently when it comes to the configuration files used to bootstrap the application, such as the database connection details. These properties will need to be manually migrated from the v5 instance to the v7 instance. The configuration to bootstrap Stroom v5 can be found in instance/lib/stroom.properties. The configuration for v7 can be found in the following places:

• Zip distribution - config/config.yml.
• Docker stack - volumes/stroom/config/config.yml. Note that this file uses variable substitution so values can be set in config/<stack_name>.env if suitably substituted.

The following table shows the key configuration properties that need to be set to start the application and how they map between v5 and v7.

Some v5 properties, such as connection pool settings cannot be migrated to v7 equivalents. It is recommended to review the default values for v7 appConfig.commonDbDetails.connectionPool.* and appConfig.statistics.sql.db.connectionPool.* properties to ensure they are suitable for your environment. If they are not then set them in the config.yml file. The defaults can be found in config-defaults.yml.

Upgrading the MySQL instance and database

Stroom v5 ran on MySQL v5.6. Stroom v7 runs on MySQL v8. The upgrade path for MySQL is 5.6 => 5.7.33 => 8.x (see Upgrade Paths ).

To ensure the database is up to date mysql_upgrade needs to be run using the 5.7.33 binaries, see the MySQL documentation .

This is the process for upgrading the database. The exact steps will depend on how you have installed MySQL.

1. Shutdown the database instance.
2. Remove the MySQL 5.6 binaries, e.g. using your package manager.
3. Install the MySQL 5.7.33 binaries.
4. Start the database instance using the 5.7.33 binaries.
5. Run mysql_upgrade to upgrade the database to 5.7 specification.
6. Shutdown the database instance.
7. Remove the MySQL 5.7.33 binaries.
8. Install the latest MySQL 8.0 binaries.
9. Start the database instance. On start up MySQL 8 will detect a v5.7 instance and upgrade it to 8.0 spec automatically without the need to run mysql_upgrade.

Performing the Stroom upgrade

To perform the stroom schema upgrade to v7 run the migrate command (on a single node) which will migrate the database then exit. For a large upgrade like this is it is preferable to run the migrate command rather than just starting Stroom as Stroom will only migrate the parts of the schema as it needs to use them so some parts of the database may not be migrated initially. Running the migrate command ensures all parts of the migration are completed when the command is run and no other parts of stroom will be started.

./migrate.sh

Post-Upgrade tasks

TODO

3.4.3 - Upgrade from v6 to v7

Differences between v6 and v7

Stroom v7 has significant differences to v6 which make the upgrade process a little more complicated.

• v6 handled authentication using a separate application, stroom-auth-service, with its own database. In v7 authentication is handled either internally in stroom (the default) or by an external identity provider such as google or AWS Cognito.
• v6 used a stroom.conf file or environment variables for configuration. In v7 stroom uses a config.yml file for its configuration (see Properties)
• v6 used upper case and heavily abbreviated names for its tables. In v7 clearer and lower case table names are used. As a result ALL v6 tables get renamed with the prefix OLD_, the new tables created and any content copied over. As the database will be holding two copies of most data you need to ensure you have space to accomodate it.

Pre-Upgrade tasks

The following steps are required to be performed before migrating from v6 to v7.

Download migration scripts

Download the migration SQL scripts from https://github.com/gchq/stroom/blob/STROOM_VERSION/scripts e.g. https://github.com/gchq/stroom/blob/v7.0-beta.133/scripts

These scripts will be used in the steps below.

Pre-migration database checks

Run the pre-migration checks script on the running database.

docker exec \
-i \
stroom-all-dbs \
mysql --table -u"stroomuser" -p"stroompassword1" stroom \
< v7_db_pre_migration_checks.sql

This will produce a report of items that will not be migrated or need attention before migration.

Stop processing

Before shutting stroom down it is wise to turn off stream processing and let all outstanding server tasks complete.

TODO clairfy steps for this.

Stop the stack

Stop the stack (stroom and the database) then start up the database. Do this using the v6 stack. This ensures that stroom is not trying to access the database.

./stop.sh
./start.sh stroom-all-dbs

Backup the databases

Backup all the databases for the different components. Typically these will be stroom, stats and auth.

If you are running in a docker stack then you can run the ./backup_databases.sh script.

Stop the database

Stop the database using the v6 stack.

./stop.sh

Deploy and configure v7

Deploy the v7 stack. TODO - more detail

Verify the database connection configuration for the stroom and stats databases. Ensure that there is NOT any configuration for a separate auth database as this will now be in stroom.

Running mysql_upgrade

Stroom v6 ran on mysql v5.6. Stroom v7 runs on mysql v8. The upgrade path for MySQL is 5.6 => 5.7.33 => 8.x

To ensure the database is up to date mysql_upgrade neeeds to be run using the 5.7.33 binaries, see the MySQL documentation .

This is the process for upgrading the database. All of these commands are using the v7 stack.

# Set the version of the MySQL docker image to use
export MYSQL_TAG=5.7.33
(out)
# Start MySQL at v5.7, this will recreate the container
./start.sh stroom-all-dbs
(out)
# Run the upgrade from 5.6 => 5.7.33
docker exec -it stroom-all-dbs mysql_upgrade -u"root" -p"my-secret-pw"
(out)
# Stop MySQL
./stop.sh
(out)
# Unset the tag variable so that it now uses the default from the stack (8.x)
unset MYSQL_TAG
(out)
# Start MySQL at v8.x, this will recreate the container and run the upgrade from 5.7.33=>8
./start.sh stroom-all-dbs
(out)
./stop.sh

Rename legacy stroom-auth tables

Run this command to connect to the auth database and run the pre-migration SQL script.

docker exec \
-i \
stroom-all-dbs \
mysql --table -u"authuser" -p"stroompassword1" auth \
< v7_auth_db_table_rename.sql

This will rename all but one of the tables in the auth database.

Copy the auth database content to stroom

Having run the table rename perform another backup of just the auth database.

./backup_databases.sh . auth

./restore_database.sh stroom auth_20210312143513.sql.gz

You should now see the following tables in the stroom database:

OLD_AUTH_json_web_key
OLD_AUTH_schema_version
OLD_AUTH_token_types
OLD_AUTH_tokens
OLD_AUTH_users

This can be checked by running the following in the v7 stack.

echo 'select table_name from information_schema.tables where table_name like "OLD_AUTH%"' \
| ./database_shell.sh

Drop unused databases

There may be a number of databases that are no longer used that can be dropped prior to the upgrade. Note the use of the --force argument so it copes with users that are not there.

docker exec \
-i \
stroom-all-dbs \
mysql --force -u"root" -p"my-secret-pw" \
< v7_drop_unused_databases.sql

Verify it worked with:

echo 'show databases;' | docker exec -i stroom-all-dbs mysql -u"root" -p"my-secret-pw"

Performing the upgrade

To perform the stroom schema upgrade to v7 run the migrate command which will migrate the database then exit. For a large upgrade like this is it is preferable to run the migrate command rather than just starting stroom as stroom will only migrate the parts of the schema as it needs to use them. Running migrate ensures all parts of the migration are completed when the command is run and no other parts of stroom will be started.

./migrate.sh

Post-Upgrade tasks

TODO remove auth* containers,images,volumes

3.5 - Setup

3.5.1 - MySQL Setup

Prerequisites

• MySQL 8.0.x server installed (e.g. yum install mysql-server)
• Processing User Setup

A single MySQL database is required for each Stroom instance. You do not need to setup a MySQL instance per node in your cluster.

Check Database installed and running

[root@stroomdb ~]# /sbin/chkconfig --list mysqld
mysqld          0:off   1:off   2:on    3:on    4:on    5:on    6:off
[root@stroomdb ~]# mysql --user=root -p
Enter password:
Welcome to the MySQL monitor.  Commands end with ; or \g.
...
mysql> quit      

The following commands can be used to auto start mysql if required:

/sbin/chkconfig –level 345 mysqld on
/sbin/service httpd start

Overview

MySQL configuration can be simple to complex depending on your requirements.
For a very simple configuration you simply need an out-of-the-box mysql install and create a database user account.

Things get more complicated when considering:

• Security
• Master Slave Replication
• Tuning memory usage
• Running Stroom Stats in a different database to Stroom
• Performance Monitoring

Simple Install

Ensure the database is running, create the database and access to it

[stroomuser@host stroom-setup]$ mysql --user=root
Welcome to the MySQL monitor.  Commands end with ; or \g.
...

mysql> create database stroom;
Query OK, 1 row affected (0.02 sec)

mysql> grant all privileges on stroom.* to 'stroomuser'@'host' identified by 'password';
Query OK, 0 rows affected (0.00 sec)

mysql> create database stroom_stats;
Query OK, 1 row affected (0.02 sec)

mysql> grant all privileges on stroom_stats.* to 'stroomuser'@'host' identified by 'password';
Query OK, 0 rows affected (0.00 sec)

mysql> flush privileges;
Query OK, 0 rows affected (0.00 sec)

Advanced Security

It is recommended to run /usr/bin/mysql_secure_installation to remove test database and accounts.

./stroom-setup/mysql_grant.sh is a utility script that creates accounts for you to use within a cluster (or single node setup). Run to see the options:

[stroomuser@host stroom-setup]$ ./mysql_grant.sh
usage : --name=<instance name (defaults to my for /etc/my.cnf)>
        --user=<the stroom user for the db>
        --password=<the stroom password for the db>
        --cluster=<the file with a line per node in the cluster>
--user=<db user> Must be set

N.B. name is used when multiple mysql instances are setup (see below).

You need to create a file cluster.txt with a line for each member of your cluster (or single line in the case of a one node Stroom install). Then run the utility script to lock down the server access.

[stroomuser@host ~]$ hostname >> cluster.txt
[stroomuser@host ~]$ ./stroom-setup/mysql_grant.sh --name=mysql56_dev --user=stroomuser --password= --cluster=cluster.txt
Enter root mysql password :
--------------
flush privileges
--------------

--------------
delete from mysql.user where user = 'stroomuser'
--------------
...
...
...
--------------
flush privileges
--------------

[stroomuser@host ~]$

Advanced Install

The below example uses the utility scripts to create 3 custom mysql server instances on 2 servers:

• server1 - master stroom,
• server2 - slave stroom, stroom_stats

As root on server1:

yum install "mysql56-mysql-server"

Create the master database:

[root@node1 stroomuser]# ./stroom-setup/mysqld_instance.sh --name=mysqld56_stroom --port=3106 --server=mysqld56 --os=rhel6

--master not set ... assuming master database
Wrote base files in tmp (You need to move them as root).  cp /tmp/mysqld56_stroom /etc/init.d/mysqld56_stroom; cp /tmp/mysqld56_stroom.cnf /etc/mysqld56_stroom.cnf
Run mysql client with mysql --defaults-file=/etc/mysqld56_stroom.cnf

[root@node1 stroomuser]# cp /tmp/mysqld56_stroom /etc/init.d/mysqld56_stroom; cp /tmp/mysqld56_stroom.cnf /etc/mysqld56_stroom.cnf
[root@node1 stroomuser]# /etc/init.d/mysqld56_stroom start

Initializing MySQL database:  Installing MySQL system tables...
OK
Filling help tables...
...
...
Starting mysql56-mysqld:                                   [  OK  ]

Check Start up Settings Correct

[root@node2 stroomuser]# chkconfig mysqld off
[root@node2 stroomuser]# chkconfig mysql56-mysqld off
[root@node1 stroomuser]# chkconfig --add mysqld56_stroom
[root@node1 stroomuser]# chkconfig mysqld56_stroom on

[root@node2 stroomuser]# chkconfig --list | grep mysql
mysql56-mysqld  0:off   1:off   2:off   3:off   4:off   5:off   6:off
mysqld          0:off   1:off   2:off   3:off   4:off   5:off   6:off
mysqld56_stroom    0:off   1:off   2:on    3:on    4:on    5:on    6:off
mysqld56_stats  0:off   1:off   2:on    3:on    4:on    5:on    6:off

Create a text file will all members of the cluster:

[root@node1 stroomuser]# vi cluster.txt

node1.my.org
node2.my.org
node3.my.org
node4.my.org 

Create the grants:

[root@node1 stroomuser]# ./stroom-setup/mysql_grant.sh --name=mysqld56_stroom --user=stroomuser --password=password --cluster=cluster.txt

As root on server2:

[root@node2 stroomuser]# yum install "mysql56-mysql-server"


[root@node2 stroomuser]# ./stroom-setup/mysqld_instance.sh --name=mysqld56_stroom --port=3106 --server=mysqld56 --os=rhel6 --master=node1.my.org --user=stroomuser --password=password

--master set ... assuming slave database
Wrote base files in tmp (You need to move them as root).  cp /tmp/mysqld56_stroom /etc/init.d/mysqld56_stroom; cp /tmp/mysqld56_stroom.cnf /etc/mysqld56_stroom.cnf
Run mysql client with mysql --defaults-file=/etc/mysqld56_stroom.cnf

[root@node2 stroomuser]# cp /tmp/mysqld56_stroom /etc/init.d/mysqld56_stroom; cp /tmp/mysqld56_stroom.cnf /etc/mysqld56_stroom.cnf
[root@node1 stroomuser]# /etc/init.d/mysqld56_stroom start

Initializing MySQL database:  Installing MySQL system tables...
OK
Filling help tables...
...
...
Starting mysql56-mysqld:                                   [  OK  ]

Check Start up Settings Correct

[root@node2 stroomuser]# chkconfig mysqld off
[root@node2 stroomuser]# chkconfig mysql56-mysqld off
[root@node1 stroomuser]# chkconfig --add mysqld56_stroom
[root@node1 stroomuser]# chkconfig mysqld56_stroom on

[root@node2 stroomuser]# chkconfig --list | grep mysql
mysql56-mysqld  0:off   1:off   2:off   3:off   4:off   5:off   6:off
mysqld          0:off   1:off   2:off   3:off   4:off   5:off   6:off
mysqld56_stroom    0:off   1:off   2:on    3:on    4:on    5:on    6:off

Create the grants:

[root@node1 stroomuser]# ./stroom-setup/mysql_grant.sh --name=mysqld56_stroom --user=stroomuser --password=password --cluster=cluster.txt

Make the slave database start to follow:

[root@node2 stroomuser]# cat /etc/mysqld56_stroom.cnf | grep "change master"
# change master to MASTER_HOST='node1.my.org', MASTER_PORT=3106, MASTER_USER='stroomuser', MASTER_PASSWORD='password';

[root@node2 stroomuser]# mysql --defaults-file=/etc/mysqld56_stroom.cnf

mysql> change master to MASTER_HOST='node1.my.org', MASTER_PORT=3106, MASTER_USER='stroomuser', MASTER_PASSWORD='password';
mysql> start slave; 

As processing user on server1:

[stroomuser@node1 ~]$ mysql --defaults-file=/etc/mysqld56_stroom.cnf --user=stroomuser --password=password

mysql> create database stroom;
Query OK, 1 row affected (0.00 sec)

mysql> use stroom;
Database changed

mysql> create table test (a int);
Query OK, 0 rows affected (0.05 sec)

As processing user on server2 check server replicating OK:

[stroomuser@node2 ~]$ mysql --defaults-file=/etc/mysqld56_stroom.cnf --user=stroomuser --password=password

mysql> show create table test;
+-------+----------------------------------------------------------------------------------------+
| Table | Create Table                                                                           |
+-------+----------------------------------------------------------------------------------------+
| test  | CREATE TABLE `test` (`a` int(11) DEFAULT NULL  ) ENGINE=InnoDB DEFAULT CHARSET=latin1  |
+-------+----------------------------------------------------------------------------------------+
1 row in set (0.00 sec)

As root on server2:

[root@node2 stroomuser]# /home/stroomuser/stroom-setup/mysqld_instance.sh --name=mysqld56_stats --port=3206 --server=mysqld56 --os=rhel6 --user=statsuser --password=password
[root@node2 stroomuser]# cp /tmp/mysqld56_stats /etc/init.d/mysqld56_stats; cp /tmp/mysqld56_stats.cnf /etc/mysqld56_stats.cnf
[root@node2 stroomuser]# /etc/init.d/mysqld56_stats start
[root@node2 stroomuser]# chkconfig mysqld56_stats on

Create the grants:

[root@node2 stroomuser]# ./stroom-setup/mysql_grant.sh --name=mysqld56_stats --database=stats  --user=stroomstats --password=password --cluster=cluster.txt

As processing user create the database:

[stroomuser@node2 ~]$ mysql --defaults-file=/etc/mysqld56_stats.cnf --user=stroomstats --password=password
Welcome to the MySQL monitor.  Commands end with ; or \g.
....
mysql> create database stats;
Query OK, 1 row affected (0.00 sec)

3.5.2 - Securing Stroom

NOTE This document was written for stroom v4/5. Some parts may not be applicable for v6+.

Firewall

The following firewall configuration is recommended:

• Outside cluster drop all access except ports HTTP 80, HTTPS 443, and any other system ports your require SSH, etc
• Within cluster allow all access

This will enable nodes within the cluster to communicate on:

• 8080 - Stroom HTTP.
• 8081 - Stroom HTTP (admin).
• 8090 - Stroom Proxy HTTP.
• 8091 - Stroom Proxy HTTP (admin).
• 3306 - MySQL

MySQL

It is recommended that you run mysql_secure_installation to set a root password and remove test database:

mysql_secure_installation (provide a root password)
- Set root password? [Y/n] Y
- Remove anonymous users? [Y/n] Y 
- Disallow root login remotely? [Y/n] Y
- Remove test database and access to it? [Y/n] Y
- Reload privilege tables now? [Y/n] Y

3.5.3 - Java Key Store Setup

In order that the java process communicates over https (for example Stroom Proxy forwarding onto Stroom) the JVM requires relevant keystore’s setting up.

As the processing user copy the following files to a directory stroom-jks in the processing user home directory :

• CA.crt - Certificate Authority
• SERVER.crt - Server certificate with client authentication attributes
• SERVER.key - Server private key

As the processing user perform the following:

• First turn your keys into der format:

cd ~/stroom-jks

SERVER=<SERVER crt/key PREFIX>
AUTHORITY=CA

openssl x509 -in ${SERVER}.crt -inform PEM -out ${SERVER}.crt.der -outform DER
openssl pkcs8 -topk8 -nocrypt -in ${SERVER}.key -inform PEM -out ${SERVER}.key.der -outform DER

• Import Keys into the Key Stores:

Stroom_UTIL_JAR=`find ~/*app -name 'stroom-util*.jar' -print | head -1`

java -cp ${Stroom_UTIL_JAR} stroom.util.cert.ImportKey keystore=${SERVER}.jks keypass=${SERVER} alias=${SERVER} keyfile=${SERVER}.key.der certfile=${SERVER}.crt.der
keytool -import -noprompt -alias ${AUTHORITY} -file ${AUTHORITY}.crt -keystore ${AUTHORITY}.jks -storepass ${AUTHORITY}

• Update Processing User Global Java Settings:

PWD=`pwd`
echo "export JAVA_OPTS=\"-Djavax.net.ssl.trustStore=${PWD}/${AUTHORITY}.jks -Djavax.net.ssl.trustStorePassword=${AUTHORITY} -Djavax.net.ssl.keyStore=${PWD}/${SERVER}.jks -Djavax.net.ssl.keyStorePassword=${SERVER}\"" >> ~/env.sh  

Any Stroom or Stroom Proxy instance will now additionally pickup the above JAVA_OPTS settings.

3.5.4 - Processing Users

Processing User Setup

Stroom and Stroom Proxy should be run under a processing user (we assume stroomuser below).

Create user

/usr/sbin/adduser --system stroomuser

You may want to allow normal accounts to sudo to this account for maintenance (visudo).

Create service script

Create a service script to start/stop on server startup (as root).

vi /etc/init.d/stroomuser

Paste/type the following content into vi.

#!/bin/bash
#
# stroomuser       This shell script takes care of starting and stopping
#               the stroomuser subsystem (tomcat6, etc)
#
# chkconfig: - 86 14
# description: stroomuser is the stroomuser sub system

STROOM_USER=stroomuser
DEPLOY_DIR=/home/${STROOM_USER}/stroom-deploy

case $1 in
start)
/bin/su ${STROOM_USER} ${DEPLOY_DIR}/stroom-deploy/start.sh
;;
stop)
/bin/su ${STROOM_USER} ${DEPLOY_DIR}/stroom-deploy/stop.sh
;;
restart)
/bin/su ${STROOM_USER} ${DEPLOY_DIR}/stroom-deploy/stop.sh
/bin/su ${STROOM_USER} ${DEPLOY_DIR}/stroom-deploy/start.sh
;;
esac
exit 0

Now initialise the script.

/bin/chmod +x /etc/init.d/stroomuser
/sbin/chkconfig --level 345 stroomuser on

Setup user’s environment

Setup env.sh to include JAVA_HOME to point to the installed directory of the JDK (this will be platform specific).

vi ~/env.sh

In vi add the following lines.

# User specific aliases and functions
export JAVA_HOME=/usr/lib/jvm/java-1.8.0
export PATH=${JAVA_HOME}/bin:${PATH}

Setup the user’s profile to include source the env script.

vi ~/.bashrc

In vi add the following lines.

# User specific aliases and functions
. ~/env.sh

Verify Java installation

Assuming you are using Stroom without using docker and have installed Java, verify that the processing user can use the Java installation.

The shell output below may show a different version of Java to the one you are using.

. .bashrc
which java
(out)/usr/lib/jvm/java-1.8.0/bin/java

which javac
(out)/usr/lib/jvm/java-1.8.0/bin/javac

java -version
(out)openjdk version "1.8.0_65"
(out)OpenJDK Runtime Environment (build 1.8.0_65-b17)
(out)OpenJDK 64-Bit Server VM (build 25.65-b01, mixed mode)

3.5.5 - Setting up Stroom with an Open ID Connect IDP

3.5.5.1 - Accounts vs Users

In Stroom we have the concept of Users and Accounts, and it is important to understand the distinction.

Accounts

Accounts are user identities in the internal Identity Provider (IDP) . The internal IDP is used when you want Stroom to manage all the authentication. The internal IDP is the default option and the simplest for test environments. Accounts are not applicable when using an external 3rd party IDP.

Accounts are managed in Stroom using the Manage Accounts screen available from the _Tools => Users menu item. An administrator can create and manage user accounts allowing users to log in to Stroom.

Accounts are for authentication only, and play no part in authorisation (permissions). A Stroom user account has a unique identity that will be associated with a Stroom User to link the two together.

When using a 3rd party IDP this screen is not available as all management of users with respect to authentication is done in the 3rd party IDP.

Accounts are stored in the account database table.

Stroom Users

A user in Stroom is used for managing authorisation, i.e. permissions and group memberships. It plays no part in authentication. A user has a unique identifier that is provided by the IDP (internal or 3rd party) to identify it. This ID is also the link it to the Stroom Account in the case of the internal IDP or the identity on a 3rd party IDP.

Stroom users and groups are managed in the stroom_user and stroom_user_group database tables respectively.

3.5.5.2 - Stroom's Internal IDP

By default a new Stroom instance/cluster will use its own internal Identity Provider (IDP) for authentication.

In this configuration, Stroom acts as its own Open ID Connect Identity Provider and manages both the user accounts for authentication and the user/group permissions, (see Accounts and Users).

A fresh install will come pre-loaded with a user account called admin with the password admin. This user is a member of a group called Administrators which has the Administrator application permission. This admin user can be used to set up the other users on the system.

Additional user accounts are created and maintained using the Tools => Users menu item.

Configuration for the internal IDP

While Stroom is pre-configured to use its internal IDP, this section describes the configuration required.

In Stroom:

  security:
    authentication:
      authenticationRequired: true
      openId:
        identityProviderType: INTERNAL_IDP

In Stroom-Proxy:

  feedStatus:
    apiKey: "AN_API_KEY_CREATED_IN_STROOM"
  security:
    authentication:
      openId:
        identityProviderType: NO_IDP

3.5.5.3 - External IDP

You may be running Stroom in an environment with an existing Identity Provider (IDP) (KeyCloak, Cognito, Google, Active Directory, etc.) and want to use that for authenticating users. Stroom supports 3rd party IDPs that conform to the Open ID Connect specification.

The following is a guide to setting up a new stroom instance/cluster with KeyCloak as the 3rd party IDP. KeyCloak is an Open ID Connect IDP. Configuration for other IDPs will be very similar so these instructions will have to be adapted accordingly. It is assumed that you have deployed a new instance/cluster of stroom AND have not yet started it.

Running KeyCloak

If you already have a KeyCloak instance running then move on to the next section.

This section is not a definitive guide to running/administering KeyCloak. It describes how to run KeyCloak using non-production settings for simplicity and to demonstrate using a 3rd party IDP. You should consult the KeyCloak documentation on how to set up a production ready instance of KeyCloak.

The easiest way to run KeyCloak is using Docker. To create a KeyCloak container do the following:

docker create \
  --name keycloak \
  -p 9999:8080 \
  -e KEYCLOAK_ADMIN=admin \
  -e KEYCLOAK_ADMIN_PASSWORD=admin \
  quay.io/keycloak/keycloak:20.0.1 \
  start-dev

This example maps KeyCloak’s port to port 9999 to avoid any clash with Stroom that also runs on 8080. This will create a docker container called keycloak that uses an embedded H2 database to hold its state.

To start the container in the foreground, do:

docker start -a keycloak

KeyCloak should now be running on http://localhost:9999/admin . If you want to run KeyCloak on a different port then delete the container and create it with a different port for the -p argument.

Log into KeyCloak using the username admin and password admin as specified in the environment variables set in the container creation command above. You should see the admin console.

Creating a realm

First you need to create a Realm.

1. Click on the drop-down in the left pane that contains the word master.
2. Click Create Realm.
3. Set the Realm name to StroomRealm.
4. Click Create.

Creating a client

In the new realm click on Clients in the left pane, then Create client.

1. Set the Client ID to StroomClient.
2. Click Next.
3. Set Client authentication to on.
4. Ensure the following are ticked:
   • Standard flow
   • Direct access grants
5. Click Save.

Open the new Client and on the Settings tab set:

• Valid redirect URIs to https://localhost/*
• Valid post logout redirect URIs to https://localhost/*

On the Credentials tab copy the Client secret for use later in Stroom config.

Creating users

Click on Users in the left pane then Add user. Set the following:

• Username - admin
• First name - Administrator
• Last name - Administrator

Click Create.

Select the Credentials tab and click Set password.

Set the password to admin and set Temporary to off.

Repeat this process for the following user:

• Username - jbloggs
• First name - Joe
• Last name - Bloggs
• Password - password

Configure Stroom for KeyCloak

Edit the config.yml file and set the following values

  receive:
    # Set to true to require authenticatin for /datafeed requests
    authenticationRequired: true
    # Set to true to allow authentication using an Open ID token
    tokenAuthenticationEnabled: true
  security:
    authentication:
      authenticationRequired: true
      openId:
        # The client ID created in KeyCloak
        clientId: "StroomClient"
        # The client secret copied from KeyCloak above
        clientSecret: "XwTPPudGZkDK2hu31MZkotzRUdBWfHO6"
        # Tells Stroom to use an external IDP for authentication
        identityProviderType: EXTERNAL_IDP
        # The URL on the IDP to redirect users to when logging out in Stroom
        logoutEndpoint: "http://localhost:9999/realms/StroomRealm/protocol/openid-connect/logout"
        # The endpoint to obtain the rest of the IDPs configuration. Specific to the realm/issuer.
        openIdConfigurationEndpoint: "http://localhost:9999/realms/StroomRealm/.well-known/openid-configuration"

These values are obtained from the IDP. In the case of KeyCloak they can be found by clicking on Realm settings => Endpoints => OpenID Endpoint Configuration and extracting the various values from the JSON response. Alternatively they can typically be found at this address on any Open ID Connect IDP, https://host/.well-known/openid-configuration. The values will reflect the host/port that the IDP is running on along with the name of the realm.

Setting the above values assumes KeyCloak is running on localhost:9999 and the Realm name is StroomRealm.

Setting up the admin user in Stroom

Now that the admin user exists in the IDP we need to grant it Administrator rights in Stroom.

In the Users section of KeyCloak click on user admin. On the Details tab copy the value of the ID field. The ID is in the form of a UUID This ID will be used in Stroom to uniquely identify the user and associate it with the identity in KeyCloak.

To set up Stroom with this admin user run the following (before Stroom has been started for the first time):

subject_id="XXX"; \
java -jar /absolute/path/to/stroom-app-all.jar \
  manage_users \
  ../local.yml \
  --createUser "${subject_id}" \
  --createGroup Administrators \
  --addToGroup "${subject_id}" Administrators \
  --grantPermission Administrators "Administrator"

Where XXX is the user ID copied from the IDP as described above. This command is repeatable as it will skip any users/groups/memberships that already exist.

This command will do the following:

• Create the Stroom User by creating an entry in the stroom_user database table for the IDP’s admin user.
• Ensure that an Adminstrators group exists (i.e. an entry in the stroom_user database table for the Adminstrators group).
• Add the admin user to the group Administrators.
• Grant the application permission Administrator to the group Administrators.

Logging into Stroom

As the administrator

Now that the user and permissions have been set up in Stroom, the administrator can log in.

First start the Stroom instance/cluster.

Navigate to http://STROOM_FQDN and Stroom should re-direct you to the IDP (KeyCloak) to authenticate. Enter the username of admin and password admin. You should be authenticated by KeyCloak and re-directed back to stroom. Your user ID is shown in the bottom right corner of the Welcome tab.

As an administrator, the Tools => User Permissions menu item will be available to manage the permissions of any users that have logged on at least once.

Now select User => Logout to be re-directed to the IDP to logout. Once you logout of the IDP it should re-direct you back to the IDP login screen for Stroom to log back in again.

As an ordinary user

On the IDP login screen, login as user jbloggs with the password password. You will be re-directed to Stroom however the explorer tree will be empty and most of the menu items will be disabled. In order to gain permissions to do anything in Stroom a Stroom administrator will need to grant application/document permissions and/or group memberships to the user via the Tools => User Permissions menu item.

Configure Stroom-Proxy for KeyCloak

In order to user Stroom-Proxy with OIDC

Edit the config.yml file and set the following values

  receive:
    # Set to true to require authenticatin for /datafeed requests
    authenticationRequired: true
    # Set to true to allow authentication using an Open ID token
    tokenAuthenticationEnabled: true
  security:
    authentication:
      openId:
        # The client ID created in KeyCloak
        clientId: "StroomClient"
        # The client secret copied from KeyCloak above
        clientSecret: "XwTPPudGZkDK2hu31MZkotzRUdBWfHO6"
        # Tells Stroom to use an external IDP for authentication
        identityProviderType: EXTERNAL_IDP
        # The URL on the IDP to redirect users to when logging out in Stroom
        logoutEndpoint: "http://localhost:9999/realms/StroomRealm/protocol/openid-connect/logout"
        # The endpoint to obtain the rest of the IDPs configuration. Specific to the realm/issuer.
        openIdConfigurationEndpoint: "http://localhost:9999/realms/StroomRealm/.well-known/openid-configuration"

If Stroom-Proxy is configured to forward data onto another Stroom-Proxy or Stroom instance then it can use tokens when forwarding the data. This assumes the downstream Stroom or Stroom-Proxy is also configured to use the same external IDP.

  forwardHttpDestinations:

      # If true, adds a token for the service user to the request
    - addOpenIdAccessToken: true
      enabled: true
      name: "downstream"
      forwardUrl: "http://somehost/stroom/datafeed"

The token used will be for the service user account of the identity provider client used by Stroom-Proxy.

3.5.5.4 - Tokens for API use

Creating a user access token

If a user wants to use the REST API they will need to create a token for authentication/authorisation in API calls. Any calls to the REST API will have the same permissions that the user has within Stroom.

The following excerpt of shell commands shows how you can get an access/refresh token pair for a user and then later use the refresh token to obtain a new access token. It also shows how you can extract the expiry date/time from a token using jq.

get_jwt_expiry() {
  jq \
    --raw-input \
    --raw-output \
    'split(".") | .[1] | @base64d | fromjson | .exp | todateiso8601' \
    <<< "${1}"
}

# Fetch a new set of tokens (id, access and refresh) for the user
response="$( \
  curl \
    --silent \
    --request POST \
    --header 'Content-Type: application/x-www-form-urlencoded' \
    --data-urlencode 'client_id=admin-cli' \
    --data-urlencode 'grant_type=password' \
    --data-urlencode 'scope=openid' \
    --data-urlencode 'username=jbloggs' \
    --data-urlencode 'password=password' \
    'http://localhost:9999/realms/StroomRealm/protocol/openid-connect/token' )"

# Extract the individual tokens from the response
access_token="$( jq -r '.access_token' <<< "${response}" )"
refresh_token="$( jq -r '.refresh_token' <<< "${response}" )"

# Output the tokens
echo -e "\nAccess token (expiry $( get_jwt_expiry "${access_token}")):\n${access_token}"
echo -e "\nRefresh token (expiry $( get_jwt_expiry "${refresh_token}")):\n${refresh_token}"

# Fetch a new access token using the stored refresh token
response="$( \
  curl \
    --silent \
    --request POST \
    --header 'Content-Type: application/x-www-form-urlencoded' \
    --data-urlencode 'client_id=admin-cli' \
    --data-urlencode 'grant_type=refresh_token' \
    --data-urlencode "refresh_token=${refresh_token}" \
    'http://localhost:9999/realms/StroomRealm/protocol/openid-connect/token' )"

access_token="$( jq -r '.access_token' <<< "${response}" )"
refresh_token="$( jq -r '.refresh_token' <<< "${response}" )"

echo -e "\nNew access token (expiry $( get_jwt_expiry "${access_token}")):\n${access_token}"
echo -e "\nNew refresh token (expiry $( get_jwt_expiry "${refresh_token}")):\n${refresh_token}"

The above example assumes that you have created a user called jbloggs and a client ID admin-cli.

Access tokens typically have a short life (of the order of minutes) while a refresh token will have a much longer life (maybe up to a year). Refreshing the token does not require re-authentication.

Creating a service account token

If want another system to call one of Stroom’s APIs then it is likely that you will do that using a non-human service account (or processing user account).

Creating a new Client ID

The client system needs to be represented by a Client ID in KeyCloak. To create a new Client ID, assuming the client system is called System X, do the following in the KeyCloak admin UI.

1. Click Clients in the left pane.
2. Click Create client.
3. Set the Client ID to be system-x.
4. Set the Name to be System X.
5. Click Next.
6. Enable Client Authentication.
7. Enable Service accounts roles.
8. Click Save.

Open the Credentials tab and copy the Client secret for use later. Open the Credentials tab and copy the Client secret for use later.

To create an access token run the following shell commands:

response="$( \
  curl \
    --silent \
    --request POST \
    --header 'Content-Type: application/x-www-form-urlencoded' \
    --data-urlencode 'client_secret=k0BhYyvt6PHQqwKnnQpbL3KXVFHG0Wa1' \
    --data-urlencode 'client_id=system-x' \
    --data-urlencode 'grant_type=client_credentials' \
    --data-urlencode 'scope=openid' \
    'http://localhost:9999/realms/StroomRealm/protocol/openid-connect/token' )"

access_token="$( jq -r '.access_token' <<< "${response}" )"
refresh_token="$( jq -r '.refresh_token' <<< "${response}" )"

echo -e "\nAccess token:\n${access_token}"

Where client_secret is the Client secret that you copied from KeyCloak earlier.

This access token can be refreshed in the same way as for a user access token, as described above.

Using access tokens

Access tokens can be used in calls the Stroom’s REST API or its datafeed API. The process of including the token in a HTTP request is described in API Authentication

3.5.5.5 - Test Credentials

Stroom and Stroom-Proxy come with a set of hard coded Open ID credentials that are intended for use in test/demo environments. These credentials mean that the _test stroom docker stack can function out of the box with Stroom-Proxy able to authenticate with Stroom.

Configuring the test credentials

To configure Stroom to use these hard-coded credentials you need to set the following property:

  security:
    authentication:
      openId:
        identityProviderType: TEST_CREDENTIALS

When you start the Stroom instance you will see a large banner message in the logs that will include the token that can be used in API calls or by Stroom-proxy for its feed status checks.

To configure Stroom-Proxy to use these credentials set the following:

  feedStatus:
    apiKey: "THE_TOKEN_OBTAINED_FROM_STROOM'S_LOGS"
  security:
    authentication:
      openId:
        identityProviderType: NO_IDP

3.6 - Stroom 6 Installation

We would welcome feedback on this documentation.

Running on a single box

Running a release

Download a release , for example Stroom Core v6.0 Beta 3 , unpack it, and run the start.sh script. When you’ve given it some time to start up go to http://localhost/stroom. There’s a README.md file inside the tar.gz with more information.

Post-install hardening

Before first run

Change database passwords

If you don’t do this before the first run of Stroom then the passwords will already be set and you’ll have to change them on the database manually, and then change the .env.

This change should be made in the .env configuration file. If the values are not there then this service is not included in your Stroom stack and there is nothing to change.

• STROOM_DB_PASSWORD

• STROOM_DB_ROOT_PASSWORD

• STROOM_STATS_DB_ROOT_PASSWORD

• STROOM_STATS_DB_PASSWORD

• STROOM_AUTH_DB_PASSWORD

• STROOM_AUTH_DB_ROOT_PASSWORD

• STROOM_ANNOTATIONS_DB_PASSWORD

• STROOM_ANNOTATIONS_DB_ROOT_PASSWORD

On first run

Create yourself an account

After first logging in as admin you should create yourself a normal account (using your email address) and add yourself to the Administrators group. You should then log out of admin, log in with your new administrator account and then disable the admin account.

If you decide to use the admin account as your normal account you might find yourself locked out. The admin account has no associated email address, so the Reset Password feature will not work if your account is locked. It might become locked if you enter your password incorrectly too many times.

Delete un-used users and API keys

• If you’re not using stats you can delete or disable the following:
  • the user statsServiceUser
  • the API key for statsServiceUser

Change the API keys

First generate new API keys. You can generate a new API key using Stroom. From the top menu, select:

The following need to be changed:

• STROOM_SECURITY_API_TOKEN

  • This is the API token for user stroomServiceUser.

Then stop Stroom and update the API key in the .env configuration file with the new value.

Troubleshooting

I’m trying to use certificate logins (PKI) but I keep being prompted for the username and password!

You need to be sure of several things:

• When a user arrives at Stroom the first thing Stroom does is redirect the user to the authentication service. This is when the certificate is checked. If this redirect doesn’t use HTTPS then nginx will not get the cert and will not send it onwards to the authentication service. Remember that all of this stuff, apart from back-channel/service-to-service chatter, goes through nginx. The env var that needs to use HTTPS is STROOM_AUTHENTICATION_SERVICE_URL. Note that this is the var Stroom looks for, not the var as set in the stack, so you’ll find it in the stack YAML.
• Are your certs configured properly? If nginx isn’t able to decode the incoming cert for some reason then it won’t pass anything on to the service.
• Is your browser sending certificates?

3.7 - Kubernetes Cluster

3.7.1 - Introduction

Kubernetes is an open-source system for automating deployment scaling and management of containerised applications.

Stroom is a distributed application designed to handle large-scale dataflows. As such, it is ideally suited to a Kubernetes deployment, especially when operated at scale. Features standard to Kubernetes, like Ingress and Cluster Networking , simplify the installation and ongoing operation of Stroom.

Running applications in K8s can be challenging for applications not designed to operate in a K8s cluster natively. A purpose-built Kubernetes Operator ( stroom-k8s-operator ) has been developed to make deployment easier, while taking advantage of several key Kubernetes features to further automate Stroom cluster management.

The concept of Kubernetes operators is discussed here .

Key features

The Stroom K8s Operator provides the following key features:

Deployment

1. Simplified configuration, enabling administrators to define the entire state of a Stroom cluster in one file
2. Designate separate processing and UI nodes, to ensure the Stroom user interface remains responsive, regardless of processing load
3. Automatic secrets management

Operations

1. Scheduled database backups
2. Stroom node audit log shipping
3. Automatically drain Stroom tasks before node shutdown
4. Automatic Stroom task limit tuning, to attempt to keep CPU usage within configured parameters
5. Rolling Stroom version upgrades

Next steps

Install the Stroom K8s Operator

3.7.2 - Install Operator

Prerequisites

1. Kubernetes cluster, version >= 1.20.2
2. metrics-server (pre-installed with some K8s distributions)
3. kubectl and cluster-wide admin access

Preparation

Stage the following images in a locally-accessible container registry:

1. All images listed in: https://github.com/p-kimberley/stroom-k8s-operator/blob/master/deploy/images.txt
2. MySQL (e.g. mysql/mysql-server:8.0.25)
3. Stroom (e.g. gchq/stroom:v7-LATEST)
4. gchq/stroom-log-sender:v2.2.0 (only required if log forwarding is enabled)

Install the Stroom K8s Operator

1. Clone the repository

   git clone https://github.com/p-kimberley/stroom-k8s-operator.git

2. Edit ./deploy/all-in-one.yaml, prefixing any referenced images with your private registry URL. For example, if your private registry is my-registry.example.com, the image gcr.io/kubebuilder/kube-rbac-proxy:v0.8.0 will become: my-registry.example.com:5000/gcr.io/kubebuilder/kube-rbac-proxy:v0.8.0.

3. Deploy the Operator

   kubectl apply -f ./deploy/all-in-one.yaml

The Stroom K8s Operator is now deployed to namespace stroom-operator-system. You can monitor its progress by watching the Pod named stroom-operator-controller-manager. Once it reaches Ready state, you can deploy a Stroom cluster.

Allocating more resources

If the Operator Pod is killed due to running out of memory, you may want to increase the amount allocated to it.

This can be done by:

1. Editing the resources.limits settings of the controller Pod in all-in-one.yaml
2. kubectl apply -f all-in-one.yaml

Next steps

Configure a Stroom database server
Upgrade
Remove

3.7.3 - Upgrade Operator

Upgrading the Operator can be performed without disrupting any resources it controls, including Stroom clusters.

To perform the upgrade, follow the same steps in Installing the Stroom K8s Operator.

Once you have initiated the update (by executing kubectl apply -f all-in-one.yaml), an instance of the new Operator version will be created. Once it starts up successfully, the old instance will be removed.

You can check whether the update succeeded by inspecting the image tag of the Operator Pod: stroom-operator-system/stroom-operator-controller-manager. The tag should correspond to the release number that was downloaded (e.g. 1.0.0)

If the upgrade failed, the existing Operator should still be running.

3.7.4 - Remove Operator

Removing the Stroom K8s Operator must be done with caution, as it causes all resources it manages, including StroomCluster, DatabaseServer and StroomTaskAutoscaler to be deleted.

While the Stroom clusters under its control will be gracefully terminated, they will become inaccessible until re-deployed.

It is good practice to first delete any dependent resources before deleting the Operator.

Deleting the Operator

Execute this command against the same version of manifest that was used to deploy the Operator currently running.

kubectl delete -f all-in-one.yaml

3.7.5 - Configure Database

Before creating a Stroom cluster, a database server must first be configured.

There are two options for deploying a MySQL database for Stroom:

Managed by Stroom K8s Operator

A Database server can be created and managed by the Operator. This is the recommended option, as the Operator will take care of the creation and storage of database credentials, which are shared securely with the Pod via the use of a Secret cluster resource.

Create a DatabaseServer resource manifest

Use the example at database-server.yaml .

See the DatabaseServer Custom Resource Definition (CRD) API documentation for an explanation of the various CRD fields.

By default, MySQL imposes a limit of 151 concurrent connections. If your Stroom cluster is larger than a few nodes, it is likely you will exceed this limit. Therefore, it is recommended to set the MySQL property max_connections to a suitable value.

Bear in mind the Operator generally consumes one connection per StroomCluster it manages, so be sure to include some headroom in your allocation.

You can specify this value via the spec.additionalConfig property as in the example below:

apiVersion: stroom.gchq.github.io/v1
kind: DatabaseServer
...
spec:
  additionalConfig:
    - max_connections=1000
...

Provision a PersistentVolume for the DatabaseServer

General instructions on creating a Kubernetes Persistent Volume (PV) are explained here .

The Operator will create StatefulSet when the DatabaseServer is deployed, which will attempt to claim a PersistentVolume matching the specification provided in DatabaseServer.spec.volumeClaim.

Fast, low-latency storage should be used for the Stroom database

Deploy the DatabaseServer to the cluster

kubectl apply -f database-server.yaml

Observe the Pod stroom-<database server name>-db start up. Once it’s reached Ready state, the server has started, and the databases you specified have been created.

Backup the created credentials

The Operator generates a Secret containing the passwords of the users root and stroomuser when it initially creates the DatabaseServer resource. These credentials should be backed up to a secure location, in the event the Secret is inadvertently deleted.

The Secret is named using the format: stroom-<db server name>-db (e.g. stroom-dev-db).

External

You may alternatively provide the connection details of an existing MySQL (or compatible) database server. This may be desirable if you have for instance, a replication-enabled MySQL InnoDB cluster.

Provision the server and Stroom databases

Store credentials in a Secret

Create a Secret in the same namespace as the StroomCluster, containing the key stroomuser, with the value set to the password of that user.

Upgrading or removing a DatabaseServer

A DatabaseServer cannot shut down while its dependent StroomCluster is running. This is a necessary safeguard to prevent database connectivity from being lost.

Upgrading or removing a DatabaseServer requires the StroomCluster be removed first.

Next steps

Configure a Stroom cluster

3.7.6 - Configure a cluster

A StroomCluster resource defines the topology and behaviour of a collection of Stroom nodes.

The following key concepts should be understood in order to optimally configure a cluster.

Concepts

NodeSet

A logical grouping of nodes intended to together, fulfil a common role. There are three possible roles, as defined by ProcessingNodeRole:

1. Undefined (default). Each node in the NodeSet can receive and process data, as well as service web frontend requests.
2. Processing Node can receive and process data, but not service web frontend requests.
3. Frontend Node services web frontend requests only.

There is no imposed limit to the number of NodeSets, however it generally doesn’t make sense to have more than one assigned to either Processing or Frontend roles. In clusters where nodes are not very busy, it should not be necessary to have dedicated Frontend nodes. In cases where load is prone to spikes, such nodes can greatly help improve the responsiveness of the Stroom user interface.

It is important to ensure there is at least one NodeSet for each role in the StroomCluster The Operator automatically wires up traffic routing to ensure that only non-Frontend nodes receive event data. Additionally, Frontend-only nodes have server tasks disabled automatically on startup, effectively preventing them from participating in stream processing.

Ingress

Kubernetes Ingress resources determine how requests are routed to an application. Ingress resources are configured by the Operator based on the NodeSet roles and the provided StroomCluster.spec.ingress parameters.

It is possible to disable Ingress for a given NodeSet, which excludes nodes within that group from receiving any traffic via the public endpoint. This can be useful when creating nodes dedicated to data processing, which do not receive data.

StroomTaskAutoscaler

StroomTaskAutoscaler is an optional resource that if defined, activates “auto-pilot” features for an associated StroomCluster. See this guide on how to configure.

Creating a Stroom cluster

Create a StroomCluster resource manifest

Use the example stroom-cluster.yaml .

If you chose to create an Operator-managed DatabaseServer, the StroomCluster.spec.databaseServerRef should point to the name of the DatabaseServer.

Provision a PersistentVolume for each Stroom node

Each PersistentVolume provides persistent local storage for a Stroom node. The amount of storage doesn’t generally need to be large, as stream data is stored on another volume. When deciding on a storage quota, be sure to consider the needs of log and reference data, in particular.

This volume should ideally be backed by fast, low-latency storage in order to maximise the performance of LMDB.

Deploy the StroomCluster resource

kubectl apply -f stroom-cluster.yaml

If the StroomCluster configuration is valid, the Operator will deploy a StatefulSet for each NodeSet defined in StroomCluster.spec.nodeSets. Once these StatefulSets reach Ready state, you are ready to access the Stroom UI.

Log into Stroom

Access the Stroom UI at: https://<ingress hostname>. The initial credentials are:

• Username: admin
• Password: admin

Further customisation (optional)

The configuration bundled with the Operator provides enough customisation for most use cases, via explicit properties and environment variables.

If you need to further customise Stroom, you have the following methods available:

Override the Stroom configuration file

Deploy a ConfigMap separately. You can then specify the ConfigMap name and key (itemName) containing the configuration file to be mounted into each Stroom node container.

Provide additional environment variables

Specify custom environment variables in StroomCluster.spec.extraEnv. You can reference these in the Stroom configuration file.

Mount additional files

You can also define additional Volumes and VolumeMounts to be injected into each Stroom node. This can be useful when providing files like certificates for Kafka integration.

Reconfiguring the cluster

Some StroomCluster configuration properties can be reconfigured while the cluster is still running:

1. spec.image Change this to deploy a newer (or different) Stroom version
2. spec.terminationGracePeriodSecs Applies the next time a node or cluster is deleted
3. spec.nodeSets.count If changed, the NodeSet’s StatefulSet will be scaled (up or down) to match the corresponding number of replicas

After changing any of the above properties, re-apply the manifest:

kubectl apply -f stroom-cluster.yaml

If any other changes need to be made, delete then re-create the StroomCluster.

Next steps

Configure Stroom task autoscaling
Stop a Stroom cluster

3.7.7 - Auto Scaler

Motivation

Setting optimal Stroom stream processor task limits is a crucial factor in running a healthy, performant cluster. If a node is allocated too many tasks, it may become unresponsive or crash. Conversely, if allocated too few tasks, it may have CPU cycles to spare.

The optimal number of tasks is often time-dependent, as load will usually fluctuate during the day and night. In large deployments, it’s not ideal to set static limits, as doing so risks over-committing nodes during intense spikes in activity (such as backlog processing or multiple concurrent searches). Therefore an automated solution, factoring in system load, is called for.

Stroom task autoscaling

When a StroomTaskAutoscaler resource is deployed to a linked StroomCluster, the Operator will periodically compare each Stroom node’s average Pod CPU usage against user-defined thresholds.

Enabling autoscaling

Create an StroomTaskAutoscaler resource manifest

Use the example autoscaler.yaml .

Below is an explanation of some of the main parameters. The rest are documented here .

• adjustmentIntervalMins Determines how often the Operator will check whether a node has exceeded its CPU parameters. It should be often enough to catch brief load spikes, but not too often as to overload the Operator and Kubernetes cluster through excessive API calls and other overhead.
• metricsSlidingWindowMin is the window of time over which CPU usage is averaged. Should not be too small, otherwise momentary load spikes could cause task limits to be reduced unnecessarily. Too large and spikes may not cause throttling to occur.
• minCpuPercent and maxCpuPercent should be set to a reasonably tight range, in order to keep the task limit as close to optimal as possible.
• minTaskLimit and maxTaskLimit are considered safeguards to avoid nodes ever being allocated an unreasonable number of task. Setting maxTaskLimit to be equal to the number of assigned CPUs would be a reasonable starting point.

Deploy the resource manifest

kubectl apply -f autoscaler.yaml

Disable autoscaling

Delete the StroomTaskAutoscaler resource

kubectl delete -f autoscaler.yaml

3.7.8 - Stop Stroom Cluster

A Stroom cluster can be stopped by deleting the StroomCluster resource that was deployed. When this occurs, the Operator will perform the following actions for each node, in sequence:

1. Disable processing of all tasks.
2. Wait for all processing tasks to be completed. This check is performed once every minute, so there may be a brief delay between a node completed its tasks before being shut down.
3. Terminate the container.

The StroomCluster resource will be removed from the Kubernetes cluster once all nodes have finished processing tasks.

Stopping the cluster

kubectl delete -f stroom-cluster.yaml
kubectl delete -f database-server.yaml

If a StroomTaskAutoscaler was created, remove that as well.

If any of these commands appear to hang with no response, that’s normal; the Operator is likely waiting for tasks to drain. You may press Ctrl+C to return to the shell and task termination will continue in the background.

Once the StroomCluster is removed, it can be reconfigured (if required) and redeployed, using the same process as in Configure a Stroom cluster.

PersistentVolumeClaim deletion

When a Stroom node is shut down, by default its PersistentVolumeClaim will remain. This ensures it gets re-assigned the same PersistentVolume when it starts up again.

This behaviour should satisfy most use cases. However the operator may be configured to delete the PVC in certain situations, by specifying the StroomCluster.spec.volumeClaimDeletePolicy:

1. DeleteOnScaledownOnly deletes a node’s PVC where the number of nodes in the NodeSet is reduced and as a result, the node Pod is no longer part of the NodeSet
2. DeleteOnScaledownAndClusterDeletion deletes the PVC if the node Pod is removed.

Next steps

Removing the Stroom K8s Operator

3.7.9 - Restart Node

Stroom nodes may occasionally hang or become unresponsive. In these situations, it may be necessary to terminate the Pod.

After you identify the unresponsive Pod (e.g. by finding a node not responding to cluster ping):

kubectl delete pod -n <Stroom cluster namespace> <pod name>

This will attempt to drain tasks for the node. After the termination grace period has elapsed, the Pod will be killed and a new one will automatically respawn to take its place. Once the new Pod finishes starting up, if functioning correct it should begin responding to cluster ping.

Force deletion

If waiting for the grace period to elapse is unacceptable and you are willing to risk shutting down the node without draining it first (or you are sure it has no active tasks), you can force delete the Pod using the procedure outline in the Kubernetes documentation :

kubectl delete pod -n <Stroom cluster namespace> <pod name> --grace-period=0 --force

4 - How Tos

General

Raw Source Tracking show how to associate a processed Event with the source line that generated it.

Other topics in this section are

1. Feed Management.
2. Tasks
3. Moving Object in Explorer
4. Enabling Processors

Administration

HOWTO documents that illustrate how to perform certain system administration tasks within Stroom: Manage System Properties

Authentication

Contains User Login, User Logout, Create User HOWTO documents.

Installation

The Installation Scenarios HOWTO is provided to assist users in setting up a number of different Stroom deployments.

Event Feed Processing

The Event Feed Processing HOWTO is provided to assist users in setting up Stroom to process inbound event logs and transform them into the Stroom Event Logging XML Schema.

The Apache HTTPD Event Feed is interwoven into other HOWTOs that utilise this feed as a datasource.

Reference Feeds

Reference Feeds are used to provide look up data for a translation. The reference feed HOWTOs illustrate how to create reference feeds Create Reference Feed and how to use look up reference data maps to enrich the data you are processing Use Reference Feed.

Searches and Indexing

This section covers using Stroom to index and search data.

• Stroom API
• Elasticsearch
• Solr

Event Post Processing

The Event Forwarding HOWTO demonstrates how to extract certain events from the Stroom event store and export the events in XML to a file system.

4.1 - General

4.1.1 - Enabling Processors

Introduction

A pipeline is a structure that allows for the processing of streams of data. Once you have defined a pipeline, built its structure, and tested it via ‘Stepping’ the pipeline, you will want to enable the automatic processing of raw event data streams. In this example we will build on our Apache-SSLBlackBox-V2.0-EVENTS event feed and enable automatic processing of raw event data streams.
If this is the first time you have set up pipeline processing on your Stroom instance you may need to check that the Stream Processor job is enabled on your Stroom instance. Refer to the Stream Processor Tasks section of the Stroom HOWTO - Task Maintenance documentation for detailed instruction on this.

Pipeline

Initially we need to open the Apache-SSLBlackBox-V2.0-EVENTS pipeline. Within the Explorer pane, navigate to the Apache HTTPD folder, then double click on the

Apache-SSLBlackBox-V2.0-EVENTS Pipeline

to bring up the Apache-SSLBlackBox-V2.0-EVENTS pipeline configuration tab

---

Next, select the Processors sub-item to show

---

This configuration tab is divided into two panes. The top pane shows the current enabled Processors and any recently processed streams and the bottom pane provides meta-data about each Processor or recently processed streams.

Add a Processor

We now want to add A Processor for the Apache-SSLBlackBox-V2.0-EVENTS pipeline.

First, move the mouse to the Add Processor icon at the top left of the top pane. Select by left clicking this icon to display the Add Filter selection window

---

This selection window allows us to filter what set of data streams we want our Processor to process. As our intent is to enable processing for all Apache-SSLBlackBox-V2.0-EVENT streams, both already received and yet to be received, then our filtering criteria is just to process all Raw Events streams for this feed, ignoring all other conditions.

To do this, first click on the Add Term icon. Keep the term and operator at the default settings, and select the Choose item icon to navigate to the desired feed name (Apache-SSLBlackBox-V2.0-EVENT) object

---

and press OK to make the selection.

Next, we select the required stream type. To do this click on the Add Term icon again. Click on the down arrow to change the Term selection from Feed to Type. Click in the Value position on the highlighted line (it will be currently empty). Once you have clicked here a drop-down box will appear as per

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at which point, select the Stream Type of Raw Events and then press OK. At this we return to the Add Processor selection window to see that the Raw Events stream type has been added.

---

If the expected feed rate is small, for example, NOT operating system or database access feeds, then you would leave the Processor Priority at the default of 10. Typically, Apache HTTPD access events are not considered to have an excessive feed rate (by comparison to operating system or database access feeds), so we leave the Priority at 10.

Note the Processor has been added but it is in a disabled state. We enable both pipeline processor and the processor filter by checking both Enabled check boxes

---

Once the processor has been enabled, at first you will see nothing. But if you press the button at the top of the right of the top pane, you will see that the Child processor has processed a stream, listing the time it did it and also listing the last time the processor looked for more streams to process and how many it found. If your event feed contained multiple streams you would see the streams count incrementing and the Tracker% incrementing (when the Tracker% reaches 100% then all current streams you filtered for have been processed). You may need to click on the refresh icon to see the stream count and Tracker% changes.

---

When in the Processors sub-item, if we select the Parent Processor, then no meta-data is displayed

---

If we select the Parent’s child, then we see the meta-data for this, the actual actionable Processor

---

If you select the Active Tasks sub-item, you will see a summary of the recently processed streams

---

The top pane provides a summary table of recent stream batches processed, based on Pipeline and Feed, and if selected, the individual streams will be displayed in the bottom pane

---

If further detail is required, then left click on the icon at the top left of a pane. This will reveal additional information such as

---

---

At this point, if you click on the Data sub-item you will see

---

This view displays the recently processed streams in the top pane. If a stream is selected, then the Specific stream and any related streams are displayed in the middle pane and the bottom pane displays the data itself

---

As you can see, the processed stream has an associated Raw Events stream. If we click on that stream we will see the raw data

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Processor Errors

Occasionally you may need to reprocess a stream. This is most likely required as a result of correcting translation issues during the development phase, or it can occur from the data source having an unexpected change (unnotified application upgrade for example). You can reprocess a stream by selecting its check box and then pressing the icon in the top left of the same pane. This will cause the pipeline to reprocess the selected stream. One can only reprocess Event or Error streams.

In the below example we have a stream that is displaying errors (this was due to a translation that did not conform to the schema version).

---

Once the translation was remediated to remove schema issues the pipeline could successfully process the stream and the errors disappeared.

---

You should be aware that if you need to reprocess bulk streams that there is an upper limit of 1000 streams that can be reprocessed in a single batch. As at Stroom v6 if you exceed this number then you receive no error notification but the task never completes. The reason for this behaviour is to do with database performance and complexity. When you reprocess the current selection of filtered data, it can contain data that has resulted from many pipelines and this requires creation of new processor filters for each of these pipelines. Due to this complexity there exists an arbitrary limit of 1000 streams.

A workaround for this limitation is to create batches of ‘Events’ by filtering the event streams based on Type and Create Time.

For example in our Apache-SSLBlackBox-V2.0-EVENTS event feed select the icon.

---

Filter the feed by errors and creation time. Then click OK.

---

You will need to adjust the create time range until you get the number of event streams displayed in the feed window below 1000.

---

Once you are displaying less than 1000 streams you can select all the streams in your filtered selection by clicking in the topmost check box. Then click on the icon to reprocess these streams.

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Repeat the process in batches of less that 1000 until your entire error stream backlog has been reprocessed.

In a worst case senario, one can also delete a set of streams for a given time period and then reprocess them all. The only risk here is that if there are other pipelines that trigger on Event creation, you will activate them.

The reprocessing may result in having two index entries in an index. Stroom dashboards can silently cater for this, or you may chose to re-flatten data to some external downstream capability.

When considering reprocessing streams there are some other ‘downstream effects’ to be mindful of.

If you have indexing in place, then additional index documents will be added to the index as the indexing capability does not replace documents, but adds them. If there are only a small number of streams reprocessed then there should not be too big an index storage impost, but should a large number of streams be reprocessed, then consideration of rebuilding resultant indices may need to be considered.

If the pipeline exports data for consumption by another capability, then you will have exported a portion of the data twice. Depending on the risk of downstream data duplication, you may need to prevent the export or the consumption of the export. Some ways to address this can vary from creating a new pipeline to reprocess the errant streams which does not export data, to temporarily redirecting the export destination whilst reprocessing and preventing ingest of new source data to the pipeline at the same time.

4.1.2 - Explorer Management

Moving a set of Objects

The following shows how to create a System Folder(s) within the Explorer tree and move a set of objects into the new structure. We will create the system group GeoHost Reference and move all the GeoHost reference feed objects into this system group. Because Stroom Explorer is a flat structure you can move resources around to reorganise the content without any impact on directory paths, configurations etc.

Create a System Group

First, move your mouse over the Event Sources object in the explorer, single click to highlight this object to highlight, you will see

---

Now right click to bring up the object context menu

---

Next move the mouse over the New icon to reveal the New sub-context menu.

---

Click on the folder icon, at which point the New Folder selection window will be presented

---

We will enter the name Reference into the Name: entry box

---

With the newly created Reference folder highlighted, repeat the above process but use the folder Name: of GeoHost

---

then click OK to save.

Note that we could have navigated within the explorer tree but as we want the Reference/GeoHost system group at the top level of the Event Sources group, there is no need to perform any navigation. Had we needed to, double click any system group that contains objects, indicated by the icon and to select the system group you want to store your new group in, just left or right click the mouse once over the group to select it. You will note that the Event Sources system group was selected above.

At this point, our new folders will display in the main pane.

---

You can look at the folder properties by selecting the desired folder, right clicking and choosing Info option

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This will return a window with folder specific information

---

Should you wish to limit the users who can access this folder, you similarly select the desired folder, right click and choose Permissions

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You can limit folder access as required in the resultant window.

---

Make any required changes and click on OK to save the changes.

Moving Objects into a System Group

Now you have created the new folder structure you can move the various GeoHost resources to this location.

Select all four resources by using the mouse right-click button while holding down the Shift key. Then right click on the highlighted group to display the action menu

---

Select move and the Move Multiple Items window will display. Navigate to the Reference/GeoHost folder to move the items to this destination.

---

The final structure is seen below

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Note that when a folder contains child objects this is indicated by a folder icon with an arrow to the left of the folder. Whether the arrow is pointing right or down indicates whether or not the folder is expanded.

---

The GeoHost resources move has now been completed.

4.1.3 - Feed Management

This HOWTO demonstrates how to manage Feeds

Assumptions

• All Sections
  • an account with the Administrator Application Permission is currently logged in.

Creation of an Event Feed

We will be creating an Event Feed with the name TEST-FEED-V1_0.

Once you have logged in, move the cursor to the System folder within the Explorer tab and select it.

---

Once selected, right click to bring up the New Item selection sub-menu. By selecting the System folder we are requesting any new item created to be placed within it.

Select

You will be presented with a New Feed configuration window.

---

You will note that the System folder has already been selected as the parent group and all we need to do is enter our feed’s name in the Name: entry box

---

On pressing OK we are presented with the Feed tab for our new feed. The tab is labelled with the feed name TEST-FEED-V1_0.

---

We will leave the definitions of the Feed attributes for the present, but we will enter a Description: for our feed as we should ALWAYS do this fundamental tenet of data management - document the data. We will use the description of ‘Feed for installation validation only. No data value’.

---

One should note that the * TEST-FEED-V1_0 tab has been marked as having unsaved changes. This is indicated by the asterisk character * between the Feed icon and the name of the feed TEST-FEED-V1_0. We can save the changes to our feed by pressing the Save icon in the top left of the TEST-FEED-V1_0 tab. At this point one should notice two things, the first is that the asterisk has disappeared from the Feed tab and the Save icon is ghosted.

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Folder Structure for Event Sources

In order to simplify the management of multiple event sources being processed by Stroom, it is suggested that an Event Source folder is created at the root of the System folder in the Explorer tab.

This can be achieved by right clicking on the System root folder and selecting:

You will be presented with a New Folder configuration window.

---

You will note that the System folder has already been selected as the parent group and all we need to do is enter our folders’s name in the Name: entry box

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On pressing OK we are presented with the Event Sources tab for our new folder.

---

You will also note that the Explorer tab has displayed the Event Sources folder in its display.

Create Folder for specific Event Source

In order to manage all artefacts of a given Event Source (aka Feed), one would create an appropriately named sub-folder within the Event Sources folder structure.

In this example, we will create one for a BlueCoat Proxy Feed.

As we may eventually have multiple proxy event sources, we will first create a Proxy folder in the Event Sources before creating the desired BlueCoat folder that will hold the processing components.

So, right-click on the Event Sources folder in the Explorer tree and select:

You will be presented with a New Folder configuration window.

Enter Proxy as the folder Name:

---

and press OK .

At this you will be presented with a new Proxy tab for the new sub-folder and we note that it has been added below the Event Sources folder in the Explorer tree.

---

Repeat this process to create the desired BlueCoat sub-folder with the result

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4.1.4 - Raw Source Tracking

Stroom v6.1 introduced a new feature (stroom:source()) to allow a translation developer to obtain positional details of the source file that is currently being processed. Using the positional information it is possible to tag Events with sufficient details to link back to the Raw source.

Assumptions

1. You have a working pipeline that processes logs into Events.
2. Events are indexed
3. You have a Dashboard uses a Search Extraction pipeline.

Steps

1. Create a new XSLT called Source Decoration containing the following:

   <xsl:stylesheet 
       xpath-default-namespace="event-logging:3" 
       xmlns:sm="stroom-meta" xmlns="event-logging:3" 
       xmlns:rec="records:2" 
       xmlns:stroom="stroom"  
       version="3.0" 
       xmlns:xsl="http://www.w3.org/1999/XSL/Transform">
     <xsl:template match="@*|node()">
       <xsl:copy>
         <xsl:apply-templates select="@*|node()" />
       </xsl:copy>
     </xsl:template>
     <xsl:template match="Event/Meta[not(sm:source)]">
       <xsl:copy>
         <xsl:apply-templates />
         <xsl:copy-of select="stroom:source()" />
       </xsl:copy>
     </xsl:template>
     <xsl:template match="Event[not(Meta)]">
       <xsl:copy>
         <xsl:element name="Meta">
           <xsl:copy-of select="stroom:source()" />
         </xsl:element>
         <xsl:apply-templates />
       </xsl:copy>
     </xsl:template>
   </xsl:stylesheet>
   

   This XSLT will add or augment the Meta section of the Event with the source details.

2. Insert a new XSLT filter into your translation pipeline after your translation filter and set it to the XSLT created above.

3. Reprocess the Events through the modified pipeline, also ensure your Events are indexed.

4. Amend the translation performed by the Extraction pipeline to include the new data items that represent the source position data. Add the following to the XSLT:

   <xsl:element name="data">
     <xsl:attribute name="name">
       <xsl:text>src-id</xsl:text>
     </xsl:attribute>
     <xsl:attribute name="value" select="Meta/sm:source/sm:id" />
   </xsl:element>
   <xsl:element name="data">
     <xsl:attribute name="name">
       <xsl:text>src-partNo</xsl:text>
     </xsl:attribute>
     <xsl:attribute name="value" select="Meta/sm:source/sm:partNo" />
   </xsl:element>
   <xsl:element name="data">
     <xsl:attribute name="name">
       <xsl:text>src-recordNo</xsl:text>
     </xsl:attribute>
     <xsl:attribute name="value" select="Meta/sm:source/sm:recordNo" />
   </xsl:element>
   <xsl:element name="data">
     <xsl:attribute name="name">
       <xsl:text>src-lineFrom</xsl:text>
     </xsl:attribute>
     <xsl:attribute name="value" select="Meta/sm:source/sm:lineFrom" />
   </xsl:element>
   <xsl:element name="data">
     <xsl:attribute name="name">
       <xsl:text>src-colFrom</xsl:text>
     </xsl:attribute>
     <xsl:attribute name="value" select="Meta/sm:source/sm:colFrom" />
   </xsl:element>
   <xsl:element name="data">
     <xsl:attribute name="name">
       <xsl:text>src-lineTo</xsl:text>
     </xsl:attribute>
     <xsl:attribute name="value" select="Meta/sm:source/sm:lineTo" />
   </xsl:element>
   <xsl:element name="data">
     <xsl:attribute name="name">
       <xsl:text>src-colTo</xsl:text>
     </xsl:attribute>
     <xsl:attribute name="value" select="Meta/sm:source/sm:colTo" />
   </xsl:element>
   

5. Open your dashboard, now add the following custom fields to your table:

   ${src-id}, ${src-partNo}, ${src-recordNo}, ${src-lineFrom}, ${src-lineTo}, ${src-colFrom}, ${src-colTo}
   

6. Now add a New Text Window to your Dashboard, and configure it as below:

   

   ---

7. You can also add a column to the table that will open a data window showing the source. Add a custom column with the following expression:

   data('Raw Log',${src-id},${src-partNo},'',${src-lineFrom},${src-colFrom},${src-lineTo},${src-colTo})
   

4.1.5 - Task Management

Various Tasks run in the background within Stroom. This HOWTO demonstrates how to manage these tasks

Assumptions

• All Sections
  • an account with the Administrator Application Permission is currently logged in.
• Proxy Aggregation Tasks
  • we have a multi node Stroom cluster with two nodes, stroomp00 and stroomp01.
• Stream Processor Tasks
  • we have a multi node Stroom cluster with two nodes, stroomp00 and stroomp01.
  • when demonstrating adding a new node to an existing cluster, the new node is stroomp02.

Proxy Aggregation

Turn Off Proxy Aggregation

We first select the Monitoring item of the Main Menu to bring up the Monitoring sub-menu.

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then move down and select the Jobs sub-item to be presented with the Jobs configuration tab as seen below.

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At this we can select the Proxy Aggregation Job whose check-box is selected and the tab will show the individual Stroom Processor nodes in the deployment.

---

At this, uncheck the Enabled check-boxes for both nodes and also the main Proxy Aggregation check-box to see.

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At this point, no new proxy aggregation will occur and any inbound files received by the Store Proxies will accumulate in the proxy storage area.

Turn On Proxy Aggregation

We first select the Monitoring item of the Main Menu to bring up the Monitoring sub-menu.

---

then move down and select the Jobs sub-item then select the Proxy Aggregation Job to be presented with the Jobs configuration tab as seen below.

---

Now, re-enable each node’s Proxy Aggregation check-box and the main Proxy Aggregation check-box.

After checking the check-boxes, perform a refresh of the display by pressing the Refresh icon .

on the top right of the lower (node display) pane. You should note the Last Executed date/time change to see

---

Stream Processors

Enable Stream Processors

To enable the Stream Processors task, move to the Monitoring item of the Main Menu and select it to bring up the Monitoring sub-menu.

---

then move down and select the Jobs sub-item to be presented with the Jobs configuration tab as seen below.

---

At this, we select the Stream Processor Job whose check-box is not selected and the tab will show the individual Stroom Processor nodes in the Stroom deployment.

---

Clearly, if it was a single node Stroom deployment, you would only see the one node at the bottom of the Jobs configuration tab.

We enable nodes nodes by selecting their check-boxes as well as the main Stream Processors check-box. Do so.

---

That is it. Stroom will automatically take note of these changes and internally start each node’s Stroom Processor task.

Enable Stream Processors On New Node

When one expands a Multi Node Stroom cluster deployment, after the installation of the Stroom Proxy and Application software and services on the new node, we need to enable it’s Stream Processors task.

To enable the Stream Processors for this new node, move to the Monitoring item of the Main Menu and select it to bring up the Monitoring sub-menu.

---

then move down and select the Jobs sub-item to be presented with the Jobs configuration tab as seen below.

---

At this we select the Stream Processor Job whose check-box is selected

---

We enable the new node by selecting it’s check-box.

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4.2 - Administration

4.2.1 - System Properties

Assumptions

The following assumptions are used in this document.

• the user successfully logged into Stroom with the appropriate administrative privilege (Manage Properties).

Introduction

Certain Stroom System Properties can be edited via the Stroom User Interface.

Editing a System Property

To edit a System Property select the Tools item of the Main Menu and select to bring up the Tools sub-menu.

---

Then move down and select the Properties sub-item to be presented with System Properties configuration window as seen below.

---

Using the Scrollbar to the right of the System Properties configuration window and scroll down to the line where the property one wants to modify is displayed then select (left click) the line. In the example below we have selected the stroom.maxStreamSize property.

---

Now bring up the editing window by double clicking on the selected line. At this we will be presented with the Application Property - stroom.maxStreamSize editing window.

---

Now edit the property, by double clicking the string in the Value entry box. In this case we select the 1G value to see

---

Now change the selected 1G value to the value we want. In this example, we are changing the value to 512M.

---

At this, press the OK to see the new value updated in the System Properties configuration window

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4.3 - Authentication

4.3.1 - Create a user

Assumptions

The following assumptions are used in this document.

• An account with the Administrator Application Permission is currently logged in.
• We will be adding the user burn
• We will make this user an Administrator

Add a new user

To add a new user, move your cursor to the Tools item of the Main Menu and select to bring up the Tools sub-menu.

---

then move down and select the Users and Groups sub-item to be presented with the Users and Groups configuration window as seen below.

---

To add the user, move the cursor to the New icon in the top left and select it. On selection you will be prompted for a user name. In our case we will enter the user burn.

---

and on pressing OK will be presented with the User configuration window.

---

Set the User Application Permissions

See Permissions for an explanation of the various Application Permissions a user can have.

Assign an Administrator Permission

As we want the user to be an administrator, select the Administrator Permission check-box

---

Set User’s Password

We need to set burn's password (which he will need to reset on first login). So, select the Reset Password button to gain the Reset Password window

---

After setting a password and pressing the OK button we get the informational Alert window as per

---

and on close of the Alert we are presented again with the User configuration window.

---

We should close this window by pressing the Close button to be presented with the Users and Groups window with the new user burn added.

---

At this, one can close the Users and Groups configuration window by pressing the Close button at the bottom right of the window.

4.3.2 - Login

Assumptions

The following assumptions are used in this document.

• for manual login, we will log in as the user admin whose password is set to admin and the password is pre-expired
• for PKI Certificate login, the Stroom deployment would have been configured to accept PKI Logins

Manual Login

Within the Login panel, enter admin into the User Name: entry box and admin into the Password: entry box as per

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When you press the Login button, you are advised that your user’s password has expired and you need to change it.

---

Press the OK button and enter the old password admin and a new password with confirmation in the appropriate entry boxes.

---

Again press the OK button to see the confirmation that the password has changed.

---

On pressing Close you will be logged in as the admin user and you will be presented with the Main Menu (Item Tools Monitoring User Help), and the Explorer and Welcome panels (or tabs).

---

We have now successfully logged on as the admin user.

The next time you login with this account, you will not be prompted to change the password until the password expiry period has been met.

PKI Certificate Login

To login using a PKI Certificate, a user should have their Personal PKI certificate loaded in the browser (and selected if you have multiple certificates) and the user just needs to go to the Stroom UI URL, and providing you have an account, you will be automatically logged in.

4.3.3 - Logout

Assumptions

The following assumptions are used in this document.

• the user admin is currently logged in

Log out of UI

To log out of the UI, select the User item of the Main Menu and to bring up the User sub-menu.

---

and select the Logout sub-item and confirm you wish to log out by selecting the OK button.

---

This will return you to the Login page

---

4.4 - Installation

4.4.1 - Apache Httpd/Mod_JK configuration for Stroom

Assumptions

The following assumptions are used in this document.

• the user has reasonable RHEL/Centos System administration skills
• installations are on Centos 7.3 minimal systems (fully patched)
• the security of the HTTPD deployment should be reviewed for a production environment.

Installation of Apache httpd and Mod_JK Software

To deploy Stroom using Apache’s httpd web service as a front end (https) and Apache’s mod_jk as the interface between Apache and the Stroom tomcat applications, we also need

• apr
• apr-util
• apr-devel
• gcc
• httpd
• httpd-devel
• mod_ssl
• epel-release
• tomcat-native
• apache’s mod_jk tomcat connector plugin

Most of the required software are packages available via standard repositories and hence we can simply execute

sudo yum -y install apr apr-util apr-devel gcc httpd httpd-devel mod_ssl epel-release
sudo yum -y install tomcat-native

The reason for the distinct tomcat-native installation is that this package is from the EPEL repository so it must be installed first.

For the Apache mod_jk Tomcat connector we need to acquire a recent release and install it. The following commands achieve this for the 1.2.42 release.

sudo bash
cd /tmp
V=1.2.42
wget https://www.apache.org/dist/tomcat/tomcat-connectors/jk/tomcat-connectors-${V}-src.tar.gz
tar xf tomcat-connectors-${V}-src.tar.gz
cd tomcat-connectors-*-src/native
./configure --with-apxs=/bin/apxs
make && make install
cd /tmp
rm -rf tomcat-connectors-*-src

Although you could remove the gcc compiler at this point, we leave it installed as one should continue to upgrade the Tomcat Connectors to later releases.

Configure Apache httpd

We need to configure Apache as the root user.

If the Apache httpd service is ‘fronting’ a Stroom user interface, we should create an index file (/var/www/html/index.html) on all nodes so browsing to the root of the node will present the Stroom UI. This is not needed if you are deploying a Forwarding or Standalone Stroom proxy.

Forwarding file for Stroom User Interface deployments

F=/var/www/html/index.html
printf '<html>\n' > ${F}
printf '<head>\n' >> ${F}
printf '  <meta http-equiv="Refresh" content="0; URL=stroom"/>\n' >> ${F}
printf '</head>\n' >> ${F}
printf '</html>\n' >> ${F}
chmod 644 ${F}

Remember, deploy this file on all nodes running the Stroom Application.

Httpd.conf Configuration

We modify /etc/httpd/conf/httpd.conf on all nodes, but backup the file first with

cp /etc/httpd/conf/httpd.conf /etc/httpd/conf/httpd.conf.ORIG

Irrespective of the Stroom scenario being deployed - Multi Node Stroom (Application and Proxy), single Standalone Stroom Proxy or single Forwarding Stroom Proxy, the configuration of the /etc/httpd/conf/httpd.conf file is the same.

We start by modify the configuration file by, add just before the ServerRoot directive the following directives which are designed to make the httpd service more secure.

# Stroom Change: Start - Apply generic security directives
ServerTokens Prod
ServerSignature Off
FileETag None
RewriteEngine On
RewriteCond %{THE_REQUEST} !HTTP/1.1$
RewriteRule .* - [F]
Header set X-XSS-Protection "1; mode=block"
# Stroom Change: End

That is,

...
# Do not add a slash at the end of the directory path.  If you point
# ServerRoot at a non-local disk, be sure to specify a local disk on the
# Mutex directive, if file-based mutexes are used.  If you wish to share the
# same ServerRoot for multiple httpd daemons, you will need to change at
# least PidFile.
#
ServerRoot "/etc/httpd"

#
# Listen: Allows you to bind Apache to specific IP addresses and/or
...

becomes

...
# Do not add a slash at the end of the directory path.  If you point
# ServerRoot at a non-local disk, be sure to specify a local disk on the
# Mutex directive, if file-based mutexes are used.  If you wish to share the
# same ServerRoot for multiple httpd daemons, you will need to change at
# least PidFile.
#
# Stroom Change: Start - Apply generic security directives
ServerTokens Prod
ServerSignature Off
FileETag None
RewriteEngine On
RewriteCond %{THE_REQUEST} !HTTP/1.1$
RewriteRule .* - [F]
Header set X-XSS-Protection "1; mode=block"
# Stroom Change: End
ServerRoot "/etc/httpd"

#
# Listen: Allows you to bind Apache to specific IP addresses and/or
...

We now block access to the /var/www directory by commenting out

<Directory "/var/www">
  AllowOverride None
  # Allow open access:
  Require all granted
</Directory>

that is

...
#
# Relax access to content within /var/www.
#
<Directory "/var/www">
    AllowOverride None
    # Allow open access:
    Require all granted
</Directory>

# Further relax access to the default document root:
...

becomes

...
#
# Relax access to content within /var/www.
#
# Stroom Change: Start - Block access to /var/www
# <Directory "/var/www">
#     AllowOverride None
#     # Allow open access:
#     Require all granted
# </Directory>
# Stroom Change: End

# Further relax access to the default document root:
...

then within the /var/www/html directory turn off Indexes FollowSymLinks by commenting out the line

Options Indexes FollowSymLinks

That is

...
    # The Options directive is both complicated and important.  Please see
    # http://httpd.apache.org/docs/2.4/mod/core.html#options
    # for more information.
    #
    Options Indexes FollowSymLinks

    #
    # AllowOverride controls what directives may be placed in .htaccess files.
    # It can be "All", "None", or any combination of the keywords:
...

becomes

...
    # The Options directive is both complicated and important.  Please see
    # http://httpd.apache.org/docs/2.4/mod/core.html#options
    # for more information.
    #
    # Stroom Change: Start - turn off indexes and FollowSymLinks
    # Options Indexes FollowSymLinks
    # Stroom Change: End

    #
    # AllowOverride controls what directives may be placed in .htaccess files.
    # It can be "All", "None", or any combination of the keywords:
...

Then finally we add two new log formats and configure the access log to use the new format. This is done within the <IfModule logio_module> by adding the two new LogFormat directives

LogFormat "%a/%{REMOTE_PORT}e %X %t %l \"%u\" \"%r\" %s/%>s %D %I/%O/%B \"%{Referer}i\" \"%{User-Agent}i\" %V/%p" blackboxUser
LogFormat "%a/%{REMOTE_PORT}e %X %t %l \"%{SSL_CLIENT_S_DN}x\" \"%r\" %s/%>s %D %I/%O/%B \"%{Referer}i\" \"%{User-Agent}i\" %V/%p" blackboxSSLUser

and replacing the CustomLog directive

CustomLog "logs/access_log" combined

with

CustomLog logs/access_log blackboxSSLUser

That is

...
    LogFormat "%h %l %u %t \"%r\" %>s %b" common

    <IfModule logio_module>
      # You need to enable mod_logio.c to use %I and %O
      LogFormat "%h %l %u %t \"%r\" %>s %b \"%{Referer}i\" \"%{User-Agent}i\" %I %O" combinedio
    </IfModule>

    #
    # The location and format of the access logfile (Common Logfile Format).
    # If you do not define any access logfiles within a <VirtualHost>
    # container, they will be logged here.  Contrariwise, if you *do*
    # define per-<VirtualHost> access logfiles, transactions will be
    # logged therein and *not* in this file.
    #
    #CustomLog "logs/access_log" common

    #
    # If you prefer a logfile with access, agent, and referer information
    # (Combined Logfile Format) you can use the following directive.
    #
    CustomLog "logs/access_log" combined
</IfModule>
...

becomes

...
    LogFormat "%h %l %u %t \"%r\" %>s %b" common

    <IfModule logio_module>
      # You need to enable mod_logio.c to use %I and %O
      LogFormat "%h %l %u %t \"%r\" %>s %b \"%{Referer}i\" \"%{User-Agent}i\" %I %O" combinedio
      # Stroom Change: Start - Add new logformats
      LogFormat "%a/%{REMOTE_PORT}e %X %t %l \"%u\" \"%r\" %s/%>s %D %I/%O/%B \"%{Referer}i\" \"%{User-Agent}i\" %V/%p" blackboxUser
      LogFormat "%a/%{REMOTE_PORT}e %X %t %l \"%{SSL_CLIENT_S_DN}x\" \"%r\" %s/%>s %D %I/%O/%B \"%{Referer}i\" \"%{User-Agent}i\" %V/%p" blackboxSSLUser
      # Stroom Change: End
    </IfModule>
    # Stroom Change: Start - Add new logformats without the additional byte values
    <IfModule !logio_module>
      LogFormat "%a/%{REMOTE_PORT}e %X %t %l \"%u\" \"%r\" %s/%>s %D 0/0/%B \"%{Referer}i\" \"%{User-Agent}i\" %V/%p" blackboxUser
      LogFormat "%a/%{REMOTE_PORT}e %X %t %l \"%{SSL_CLIENT_S_DN}x\" \"%r\" %s/%>s %D 0/0/%B \"%{Referer}i\" \"%{User-Agent}i\" %V/%p" blackboxSSLUser
    </IfModule>
    # Stroom Change: End

    #
    # The location and format of the access logfile (Common Logfile Format).
    # If you do not define any access logfiles within a <VirtualHost>
    # container, they will be logged here.  Contrariwise, if you *do*
    # define per-<VirtualHost> access logfiles, transactions will be
    # logged therein and *not* in this file.
    #
    #CustomLog "logs/access_log" common

    #
    # If you prefer a logfile with access, agent, and referer information
    # (Combined Logfile Format) you can use the following directive.
    #
    # Stroom Change: Start - Make the access log use a new format
    # CustomLog "logs/access_log" combined
    CustomLog logs/access_log blackboxSSLUser
    # Stroom Change: End
</IfModule>
...

Remember, deploy this file on all nodes.

Configuration of ssl.conf

We modify /etc/httpd/conf.d/ssl.conf on all nodes, backing up first,

cp /etc/httpd/conf.d/ssl.conf /etc/httpd/conf.d/ssl.conf.ORIG

The configuration of the /etc/httpd/conf.d/ssl.conf does change depending on the Stroom scenario deployed. In the following we will indicate differences by tagged sub-headings. If the configuration applies irrespective of scenario, then All scenarios is the tag, else the tag indicated the type of Stroom deployment.

ssl.conf: HTTP to HTTPS Redirection - All scenarios

Before the context we add http to https redirection by adding the directives (noting we specify the actual server name)

<VirtualHost *:80>
  ServerName stroomp00.strmdev00.org
  Redirect permanent "/" "https://stroomp00.strmdev00.org/"
</VirtualHost>

That is, we change

...
## SSL Virtual Host Context
##

<VirtualHost _default_:443>
...

to

...
## SSL Virtual Host Context
##

# Stroom Change: Start - Add http redirection to https
<VirtualHost *:80>
  ServerName stroomp00.strmdev00.org
  Redirect permanent "/" "https://stroomp00.strmdev00.org/"
</VirtualHost>
# Stroom Change: End

<VirtualHost _default_:443>

ssl.conf: VirtualHost directives - Multi Node ‘Application and Proxy’ deployment

Within the context we set the directives, in this case, we use the CNAME stroomp.strmdev00.org

ServerName stroomp.strmdev00.org
JkMount /stroom* loadbalancer
JkMount /stroom/remoting/cluster* local
JkMount /stroom/datafeed* loadbalancer_proxy
JkMount /stroom/remoting* loadbalancer_proxy
JkMount /stroom/datafeeddirect* loadbalancer
JkOptions +ForwardKeySize +ForwardURICompat +ForwardSSLCertChain -ForwardDirectories

That is, we change

...
<VirtualHost _default_:443>

# General setup for the virtual host, inherited from global configuration
#DocumentRoot "/var/www/html"
#ServerName www.example.com:443

# Use separate log files for the SSL virtual host; note that LogLevel
# is not inherited from httpd.conf.
...

to

...
<VirtualHost _default_:443>

# General setup for the virtual host, inherited from global configuration
#DocumentRoot "/var/www/html"
#ServerName www.example.com:443
# Stroom Change: Start - Set servername and mod_jk connectivity
ServerName stroomp.strmdev00.org
JkMount /stroom* loadbalancer
JkMount /stroom/remoting/cluster* local
JkMount /stroom/datafeed* loadbalancer_proxy
JkMount /stroom/remoting* loadbalancer_proxy
JkMount /stroom/datafeeddirect* loadbalancer
JkOptions +ForwardKeySize +ForwardURICompat +ForwardSSLCertChain -ForwardDirectories
# Stroom Change: End

# Use separate log files for the SSL virtual host; note that LogLevel
# is not inherited from httpd.conf.
...

ssl.conf: VirtualHost directives - Standalone or Forwarding Proxy deployment

Within the context set the directives, in this case, for a node named say stroomfp0.strmdev00.org

ServerName stroomfp0.strmdev00.org
JkMount /stroom/datafeed* local_proxy
JkOptions +ForwardKeySize +ForwardURICompat +ForwardSSLCertChain -ForwardDirectories

That is, we change

...
<VirtualHost _default_:443>

# General setup for the virtual host, inherited from global configuration
#DocumentRoot "/var/www/html"
#ServerName www.example.com:443

# Use separate log files for the SSL virtual host; note that LogLevel
# is not inherited from httpd.conf.
...

to

...
<VirtualHost _default_:443>

# General setup for the virtual host, inherited from global configuration
#DocumentRoot "/var/www/html"
#ServerName www.example.com:443
# Stroom Change: Start - Set servername and mod_jk connectivity
ServerName stroomfp0.strmdev00.org
JkMount /stroom/datafeed* local_proxy
JkOptions +ForwardKeySize +ForwardURICompat +ForwardSSLCertChain -ForwardDirectories
# Stroom Change: End

# Use separate log files for the SSL virtual host; note that LogLevel
# is not inherited from httpd.conf.
...

ssl.conf: VirtualHost directives - Single Node ‘Application and Proxy’ deployment

Within the context set the directives, in this case, for a node name stroomp00.strmdev00.org

ServerName stroomp00.strmdev00.org
JkMount /stroom* local
JkMount /stroom/remoting/cluster* local
JkMount /stroom/datafeed* local_proxy
JkMount /stroom/remoting* local_proxy
JkMount /stroom/datafeeddirect* local
JkOptions +ForwardKeySize +ForwardURICompat +ForwardSSLCertChain -ForwardDirectories

That is, we change

...
<VirtualHost _default_:443>

# General setup for the virtual host, inherited from global configuration
#DocumentRoot "/var/www/html"
#ServerName www.example.com:443

# Use separate log files for the SSL virtual host; note that LogLevel
# is not inherited from httpd.conf.
...

to

...
<VirtualHost _default_:443>

# General setup for the virtual host, inherited from global configuration
#DocumentRoot "/var/www/html"
#ServerName www.example.com:443
# Stroom Change: Start - Set servername and mod_jk connectivity
ServerName stroomp00.strmdev00.org
JkMount /stroom* local
JkMount /stroom/remoting/cluster* local
JkMount /stroom/datafeed* local_proxy
JkMount /stroom/remoting* local_proxy
JkMount /stroom/datafeeddirect* local
JkOptions +ForwardKeySize +ForwardURICompat +ForwardSSLCertChain -ForwardDirectories
# Stroom Change: End

# Use separate log files for the SSL virtual host; note that LogLevel
# is not inherited from httpd.conf.
...

ssl.conf: Certificate file changes - All scenarios

We replace the standard certificate files with the generated certificates. In the example below, we are using the multi node scenario, in that the key file names are stroomp.crt and stroomp.key. For other scenarios, use the appropriate file names generated. We replace

SSLCertificateFile /etc/pki/tls/certs/localhost.crt

with

SSLCertificateFile /home/stroomuser/stroom-jks/public/stroomp.crt

and

SSLCertificateKeyFile /etc/pki/tls/private/localhost.key

with

SSLCertificateKeyFile /home/stroomuser/stroom-jks/private/stroomp.key

That is, change

...
# pass phrase.  Note that a kill -HUP will prompt again.  A new
# certificate can be generated using the genkey(1) command.
SSLCertificateFile /etc/pki/tls/certs/localhost.crt

#   Server Private Key:
#   If the key is not combined with the certificate, use this
#   directive to point at the key file.  Keep in mind that if
#   you've both a RSA and a DSA private key you can configure
#   both in parallel (to also allow the use of DSA ciphers, etc.)
SSLCertificateKeyFile /etc/pki/tls/private/localhost.key

#   Server Certificate Chain:
#   Point SSLCertificateChainFile at a file containing the
...

to

...
# pass phrase.  Note that a kill -HUP will prompt again.  A new
# certificate can be generated using the genkey(1) command.
# Stroom Change: Start - Replace with Stroom server certificate
# SSLCertificateFile /etc/pki/tls/certs/localhost.crt
SSLCertificateFile /home/stroomuser/stroom-jks/public/stroomp.crt
# Stroom Change: End

#   Server Private Key:
#   If the key is not combined with the certificate, use this
#   directive to point at the key file.  Keep in mind that if
#   you've both a RSA and a DSA private key you can configure
#   both in parallel (to also allow the use of DSA ciphers, etc.)
# Stroom Change: Start - Replace with Stroom server private key file
# SSLCertificateKeyFile /etc/pki/tls/private/localhost.key
SSLCertificateKeyFile /home/stroomuser/stroom-jks/private/stroomp.key
# Stroom Change: End

#   Server Certificate Chain:
#   Point SSLCertificateChainFile at a file containing the
...

ssl.conf: Certificate Bundle/NO-CA Verification - All scenarios

If you have signed your Stroom server certificate with a Certificate Authority, then change

SSLCACertificateFile /etc/pki/tls/certs/ca-bundle.crt

to be your own certificate bundle which you should probably store as ~stroomuser/stroom-jks/public/stroomp-ca-bundle.crt.

Now if you are using a self signed certificate, you will need to set the Client Authentication to have a value of

SSLVerifyClient optional_no_ca

noting that this may change if you actually use a CA. That is, changing

...
#   Client Authentication (Type):
#   Client certificate verification type and depth.  Types are
#   none, optional, require and optional_no_ca.  Depth is a
#   number which specifies how deeply to verify the certificate
#   issuer chain before deciding the certificate is not valid.
#SSLVerifyClient require
#SSLVerifyDepth  10

#   Access Control:
#   With SSLRequire you can do per-directory access control based
...

to

...
#   Client Authentication (Type):
#   Client certificate verification type and depth.  Types are
#   none, optional, require and optional_no_ca.  Depth is a
#   number which specifies how deeply to verify the certificate
#   issuer chain before deciding the certificate is not valid.
#SSLVerifyClient require
#SSLVerifyDepth  10
# Stroom Change: Start - Set optional_no_ca (given we have a self signed certificate)
SSLVerifyClient optional_no_ca
# Stroom Change: End

#   Access Control:
#   With SSLRequire you can do per-directory access control based
...

ssl.conf: Servlet Protection - Single or Multi Node scenarios (not for Standalone/Forwarding Proxy)

We now need to secure certain Stroom Application servlets, to ensure they are only accessed under appropriate control.

This set of servlets will be accessible by all nodes in the subnet 192.168.2 (as well as localhost). We achieve this by adding after the example Location directives

<Location ~ "stroom/(status|echo|sessionList|debug)" >
 Require all denied
 Require ip 127.0.0.1 192.168.2
</Location>

We further restrict the clustercall and export servlets to just the localhost. If we had multiple Stroom processing nodes, you would specify each node, or preferably, the subnet they are on. In our multi node case this is 192.168.2.

<Location ~ "stroom/export/|stroom/remoting/clustercall.rpc" >
 Require all denied
 Require ip 127.0.0.1 192.168.2
</Location>

That is, the following

...
#            and %{TIME_WDAY} >= 1 and %{TIME_WDAY} <= 5 \
#            and %{TIME_HOUR} >= 8 and %{TIME_HOUR} <= 20       ) \
#           or %{REMOTE_ADDR} =~ m/^192\.76\.162\.[0-9]+$/
#</Location>

#   SSL Engine Options:
#   Set various options for the SSL engine.
#   o FakeBasicAuth:
...

changes to

...
#            and %{TIME_WDAY} >= 1 and %{TIME_WDAY} <= 5 \
#            and %{TIME_HOUR} >= 8 and %{TIME_HOUR} <= 20       ) \
#           or %{REMOTE_ADDR} =~ m/^192\.76\.162\.[0-9]+$/
#</Location>

# Stroom Change: Start - Lock access to certain servlets
<Location ~ "stroom/(status|echo|sessionList|debug)" >
 Require all denied
 Require ip 127.0.0.1 192.168.2
</Location>
# Lock these Servlets more securely - to just localhost and processing node(s)
<Location ~ "stroom/export/|stroom/remoting/clustercall.rpc" >
 Require all denied
 Require ip 127.0.0.1 192.168.2
</Location>
# Stroom Change: End

#   SSL Engine Options:
#   Set various options for the SSL engine.
#   o FakeBasicAuth:
...

ssl.conf: Log formats - All scenarios

Finally, as we make use of the Black Box Apache log format, we replace the standard format

CustomLog logs/ssl_request_log \
        "%t %h %{SSL_PROTOCOL}x %{SSL_CIPHER}x \"%r\" %b"

with

CustomLog logs/ssl_request_log blackboxSSLUser

That is, change

...
#   Per-Server Logging:
#   The home of a custom SSL log file. Use this when you want a
#   compact non-error SSL logfile on a virtual host basis.
CustomLog logs/ssl_request_log \
          "%t %h %{SSL_PROTOCOL}x %{SSL_CIPHER}x \"%r\" %b"

</VirtualHost>

to

...
#   Per-Server Logging:
#   The home of a custom SSL log file. Use this when you want a
#   compact non-error SSL logfile on a virtual host basis.
# Stroom Change: Start - Change ssl_request log to use our BlackBox format
# CustomLog logs/ssl_request_log \
#           "%t %h %{SSL_PROTOCOL}x %{SSL_CIPHER}x \"%r\" %b"
CustomLog logs/ssl_request_log blackboxSSLUser
# Stroom Change: End

</VirtualHost>

Remember, in the case of Multi node stroom Application servers, deploy this file on all servers.

Apache Mod_JK configuration

Apache Mod_JK has two configuration files

• /etc/httpd/conf.d/mod_jk.conf - for the http server configuration
• /etc/httpd/conf/workers.properties - to configure the Tomcat workers

In multi node scenarios, /etc/httpd/conf.d/mod_jk.conf is the same on all servers, but the /etc/httpd/conf/workers.properties file is different. The contents of these two configuration files differ depending on the Stroom deployment. The following provide the various deployment scenarios.

Mod_JK Multi Node Application and Proxy Deployment

For a Stroom Multi node Application and Proxy server,

• we configure /etc/httpd/conf.d/mod_jk.conf as per

F=/etc/httpd/conf.d/mod_jk.conf
printf 'LoadModule jk_module modules/mod_jk.so\n' > ${F}
printf 'JkWorkersFile conf/workers.properties\n' >> ${F}
printf 'JkLogFile logs/mod_jk.log\n' >> ${F}
printf 'JkLogLevel info\n' >> ${F}
printf 'JkLogStampFormat  "[%%a %%b %%d %%H:%%M:%%S %%Y]"\n' >> ${F}
printf 'JkOptions +ForwardKeySize +ForwardURICompat +ForwardSSLCertChain -ForwardDirectories\n' >> ${F}
printf 'JkRequestLogFormat "%%w %%V %%T"\n' >> ${F}
printf 'JkMount /stroom* loadbalancer\n' >> ${F}
printf 'JkMount /stroom/remoting/cluster* local\n' >> ${F}
printf 'JkMount /stroom/datafeed* loadbalancer_proxy\n' >> ${F}
printf 'JkMount /stroom/remoting* loadbalancer_proxy\n' >> ${F}
printf 'JkMount /stroom/datafeeddirect* loadbalancer\n' >> ${F}
printf '# Note: Replaced JkShmFile logs/jk.shm due to SELinux issues. Refer to\n' >> ${F}
printf '# https://bugzilla.redhat.com/bugzilla/show_bug.cgi?id=225452\n' >> ${F}
printf '# The following makes use of the existing /run/httpd directory\n' >> ${F}
printf 'JkShmFile run/jk.shm\n' >> ${F}
printf '<Location /jkstatus/>\n' >> ${F}
printf '  JkMount status\n' >> ${F}
printf '  Order deny,allow\n' >> ${F}
printf '  Deny from all\n' >> ${F}
printf '  Allow from 127.0.0.1\n' >> ${F}
printf '</Location>\n' >> ${F}
chmod 640 ${F}

• we configure /etc/httpd/conf/workers.properties as per

Since we are deploying for a cluster with load balancing, we need a workers.properties file per node. Executing the following will result in two files (workers.properties.stroomp00 and workers.properties.stroomp01) which should be deployed to their respective servers.

cd /tmp
# Set the list of nodes
Nodes="stroomp00.strmdev00.org stroomp01.strmdev00.org"
for oN in ${Nodes}; do
  _n=`echo ${oN} | cut -f1 -d\.`
  (
  printf '# Workers.properties for Stroom Cluster member: %s %s\n' ${oN}
  printf 'worker.list=loadbalancer,loadbalancer_proxy,local,local_proxy,status\n'
  L_t=""
  Lp_t=""
  for FQDN in ${Nodes}; do
    N=`echo ${FQDN} | cut -f1 -d\.`
    printf 'worker.%s.port=8009\n' ${N}
    printf 'worker.%s.host=%s\n' ${N} ${FQDN}
    printf 'worker.%s.type=ajp13\n' ${N}
    printf 'worker.%s.lbfactor=1\n' ${N}
    printf 'worker.%s.max_packet_size=65536\n' ${N}
    printf 'worker.%s_proxy.port=9009\n' ${N}
    printf 'worker.%s_proxy.host=%s\n' ${N} ${FQDN}
    printf 'worker.%s_proxy.type=ajp13\n' ${N}
    printf 'worker.%s_proxy.lbfactor=1\n' ${N}
    printf 'worker.%s_proxy.max_packet_size=65536\n' ${N}
    L_t="${L_t}${N},"
    Lp_t="${Lp_t}${N}_proxy,"
  done
  L=`echo $L_t | sed -e 's/.$//'`
  Lp=`echo $Lp_t | sed -e 's/.$//'`
  printf 'worker.loadbalancer.type=lb\n'
  printf 'worker.loadbalancer.balance_workers=%s\n' $L
  printf 'worker.loadbalancer.sticky_session=1\n'
  printf 'worker.loadbalancer_proxy.type=lb\n'
  printf 'worker.loadbalancer_proxy.balance_workers=%s\n' $Lp
  printf 'worker.loadbalancer_proxy.sticky_session=1\n'
  printf 'worker.local.type=lb\n'
  printf 'worker.local.balance_workers=%s\n' ${_n}
  printf 'worker.local.sticky_session=1\n'
  printf 'worker.local_proxy.type=lb\n'
  printf 'worker.local_proxy.balance_workers=%s_proxy\n' ${_n}
  printf 'worker.local_proxy.sticky_session=1\n'
  printf 'worker.status.type=status\n'
  ) > workers.properties.${_n}
  chmod 640 workers.properties.${_n}
done

Now depending in the node you are on, copy the relevant workers.properties.nodename file to /etc/httpd/conf/workers.properties. The following command makes this simple.

cp workers.properties.`hostname -s` /etc/httpd/conf/workers.properties

If you were to add an additional node to a multi node cluster, say the node stroomp02.strmdev00.org, then you would re-run the above script with

Nodes="stroomp00.strmdev00.org stroomp01.strmdev00.org stroomp02.strmdev00.org"

then redeploy all three files to the respective servers. Also note, that for the newly created workers.properties files for the existing nodes to take effect you will need to restart the Apache Httpd service on both nodes.

Remember, in multi node cluster deployments, the following files are the same and hence can be created on one node, but copied to the others not forgetting to backup the other node’s original files. That is, the files

• /var/www/html/index.html
• /etc/httpd/conf.d/mod_jk.conf
• /etc/httpd/conf/httpd.conf

are to be the same on all nodes. Only the /etc/httpd/conf.d/ssl.conf and /etc/httpd/conf/workers.properties files change.

Mod_JK Standalone or Forwarding Stroom Proxy Deployment

For a Stroom Standalone or Forwarding proxy,

• we configure /etc/httpd/conf.d/mod_jk.conf as per

F=/etc/httpd/conf.d/mod_jk.conf
printf 'LoadModule jk_module modules/mod_jk.so\n' > ${F}
printf 'JkWorkersFile conf/workers.properties\n' >> ${F}
printf 'JkLogFile logs/mod_jk.log\n' >> ${F}
printf 'JkLogLevel info\n' >> ${F}
printf 'JkLogStampFormat  "[%%a %%b %%d %%H:%%M:%%S %%Y]"\n' >> ${F}
printf 'JkOptions +ForwardKeySize +ForwardURICompat +ForwardSSLCertChain -ForwardDirectories\n' >> ${F}
printf 'JkRequestLogFormat "%%w %%V %%T"\n' >> ${F}
printf 'JkMount /stroom/datafeed* local_proxy\n' >> ${F}
printf '# Note: Replaced JkShmFile logs/jk.shm due to SELinux issues. Refer to\n' >> ${F}
printf '# https://bugzilla.redhat.com/bugzilla/show_bug.cgi?id=225452\n' >> ${F}
printf '# The following makes use of the existing /run/httpd directory\n' >> ${F}
printf 'JkShmFile run/jk.shm\n' >> ${F}
printf '<Location /jkstatus/>\n' >> ${F}
printf '  JkMount status\n' >> ${F}
printf '  Order deny,allow\n' >> ${F}
printf '  Deny from all\n' >> ${F}
printf '  Allow from 127.0.0.1\n' >> ${F}
printf '</Location>\n' >> ${F}
chmod 640 ${F}

• we configure /etc/httpd/conf/workers.properties as per

The variable N in the script below is to be the node name (not FQDN) of your sever (i.e. stroomfp0).

N=stroomfp0
FQDN=`hostname -f`
F=/etc/httpd/conf/workers.properties
printf 'worker.list=local_proxy,status\n' > ${F}
printf 'worker.%s_proxy.port=9009\n' ${N} >> ${F}
printf 'worker.%s_proxy.host=%s\n' ${N} ${FQDN} >> ${F}
printf 'worker.%s_proxy.type=ajp13\n' ${N} >> ${F}
printf 'worker.%s_proxy.lbfactor=1\n' ${N} >> ${F}
printf 'worker.local_proxy.type=lb\n' >> ${F}
printf 'worker.local_proxy.balance_workers=%s_proxy\n' ${N} >> ${F}
printf 'worker.local_proxy.sticky_session=1\n' >> ${F}
printf 'worker.status.type=status\n' >> ${F}
chmod 640 ${F}

Mod_JK Single Node Application and Proxy Deployment

For a Stroom Single node Application and Proxy server,

• we configure /etc/httpd/conf.d/mod_jk.conf as per

F=/etc/httpd/conf.d/mod_jk.conf
printf 'LoadModule jk_module modules/mod_jk.so\n' > ${F}
printf 'JkWorkersFile conf/workers.properties\n' >> ${F}
printf 'JkLogFile logs/mod_jk.log\n' >> ${F}
printf 'JkLogLevel info\n' >> ${F}
printf 'JkLogStampFormat  "[%%a %%b %%d %%H:%%M:%%S %%Y]"\n' >> ${F}
printf 'JkOptions +ForwardKeySize +ForwardURICompat +ForwardSSLCertChain -ForwardDirectories\n' >> ${F}
printf 'JkRequestLogFormat "%%w %%V %%T"\n' >> ${F}
printf 'JkMount /stroom* local\n' >> ${F}
printf 'JkMount /stroom/remoting/cluster* local\n' >> ${F}
printf 'JkMount /stroom/datafeed* local_proxy\n' >> ${F}
printf 'JkMount /stroom/remoting* local_proxy\n' >> ${F}
printf 'JkMount /stroom/datafeeddirect* local\n' >> ${F}
printf '# Note: Replaced JkShmFile logs/jk.shm due to SELinux issues. Refer to\n' >> ${F}
printf '# https://bugzilla.redhat.com/bugzilla/show_bug.cgi?id=225452\n' >> ${F}
printf '# The following makes use of the existing /run/httpd directory\n' >> ${F}
printf 'JkShmFile run/jk.shm\n' >> ${F}
printf '<Location /jkstatus/>\n' >> ${F}
printf '  JkMount status\n' >> ${F}
printf '  Order deny,allow\n' >> ${F}
printf '  Deny from all\n' >> ${F}
printf '  Allow from 127.0.0.1\n' >> ${F}
printf '</Location>\n' >> ${F}
chmod 640 ${F}

• we configure /etc/httpd/conf/workers.properties as per

The variable N in the script below is to be the node name (not FQDN) of your sever (i.e. stroomp00).

N=stroomp00
FQDN=`hostname -f`
F=/etc/httpd/conf/workers.properties
printf 'worker.list=local,local_proxy,status\n' > ${F}
printf 'worker.%s.port=8009\n' ${N} >> ${F}
printf 'worker.%s.host=%s\n' ${N} ${FQDN} >> ${F}
printf 'worker.%s.type=ajp13\n' ${N} >> ${F}
printf 'worker.%s.lbfactor=1\n' ${N} >> ${F}
printf 'worker.%s.max_packet_size=65536\n' ${N} >> ${F}
printf 'worker.%s_proxy.port=9009\n' ${N} >> ${F}
printf 'worker.%s_proxy.host=%s\n' ${N} ${FQDN} >> ${F}
printf 'worker.%s_proxy.type=ajp13\n' ${N} >> ${F}
printf 'worker.%s_proxy.lbfactor=1\n' ${N} >> ${F}
printf 'worker.%s_proxy.max_packet_size=65536\n' ${N} >> ${F}
printf 'worker.local.type=lb\n' >> ${F}
printf 'worker.local.balance_workers=%s\n' ${N} >> ${F}
printf 'worker.local.sticky_session=1\n' >> ${F}
printf 'worker.local_proxy.type=lb\n' >> ${F}
printf 'worker.local_proxy.balance_workers=%s_proxy\n' ${N} >> ${F}
printf 'worker.local_proxy.sticky_session=1\n' >> ${F}
printf 'worker.status.type=status\n' >> ${F}
chmod 640 ${F}

Final host configuration and web service enablement

Now tidy up the SELinux context for access on all nodes and files via the commands

setsebool -P httpd_enable_homedirs on
setsebool -P httpd_can_network_connect on
chcon --reference /etc/httpd/conf.d/README /etc/httpd/conf.d/mod_jk.conf
chcon --reference /etc/httpd/conf/magic /etc/httpd/conf/workers.properties

We also enable both http and https services via the firewall on all nodes. If you don’t want to present a http access point, then don’t enable it in the firewall setting. This is done with

firewall-cmd --zone=public --add-service=http --permanent
firewall-cmd --zone=public --add-service=https --permanent
firewall-cmd --reload
firewall-cmd --zone=public --list-all

Finally enable then start the httpd service, correcting any errors. It should be noted that on any errors, the suggestion of a systemctl status or viewing the journal are good, but also review information in the httpd error logs found in /var/log/httpd/.

systemctl enable httpd.service
systemctl start httpd.service

4.4.2 - Database Installation

Following this HOWTO will produce a simple, minimally secured database deployment. In a production environment consideration needs to be made for redundancy, better security, data-store location, increased memory usage, and the like.

Stroom has two databases. The first, stroom, is used for management of Stroom itself and the second, statistics is used for the Stroom Statistics capability. There are many ways to deploy these two databases. One could

• have a single database instance and serve both databases from it
• have two database instances on the same server and serve one database per instance
• have two separate nodes, each with it’s own database instance
• the list goes on.

In this HOWTO, we describe the deployment of two database instances on the one node, each serving a single database. We provide example deployments using either the MariaDB or MySQL Community versions of MySQL.

Assumptions

• we are installing the MariaDB or MySQL Community RDBMS software.
• the primary database node is ‘stroomdb0.strmdev00.org’.
• installation is on a fully patched minimal Centos 7.3 instance.
• we are installing BOTH databases (stroom and statistics) on the same node - ‘stroomdb0.stromdev00.org’ but with two distinct database engines. The first database will communicate on port 3307 and the second on 3308.
• we are deploying with SELinux in enforcing mode.
• any scripts or commands that should run are in code blocks and are designed to allow the user to cut then paste the commands onto their systems.
• in this document, when a textual screen capture is documented, data entry is identified by the data surrounded by ‘<’ ‘>’ . This excludes enter/return presses.

Installation of Software

MariaDB Server Installation

As MariaDB is directly supported by Centos 7, we simply install the database server software and SELinux policy files, as per

sudo yum -y install policycoreutils-python mariadb-server

MySQL Community Server Installation

As MySQL is not directly supported by Centos 7, we need to install it’s repository files prior to installation. We get the current MySQL Community release repository rpm and validate it’s MD5 checksum against the published value found on the MySQL Yum Repository site.

wget https://repo.mysql.com/mysql57-community-release-el7.rpm
md5sum mysql57-community-release-el7.rpm

On correct validation of the MD5 checksum, we install the repository files via

sudo yum -y localinstall mysql57-community-release-el7.rpm

NOTE: Stroom currently does not support the latest production MySQL version - 5.7. You will need to install MySQL Version 5.6.

Now since we must use MySQL Version 5.6 you will need to edit the MySQL repo file /etc/yum.repos.d/mysql-community.repo to disable the mysql57-community channel and enable the mysql56-community channel. We start by, backing up the repo file with

sudo cp /etc/yum.repos.d/mysql-community.repo /etc/yum.repos.d/mysql-community.repo.ORIG

Then edit the file to change

...
# Enable to use MySQL 5.6
[mysql56-community]
name=MySQL 5.6 Community Server
baseurl=http://repo.mysql.com/yum/mysql-5.6-community/el/7/$basearch/
enabled=0
gpgcheck=1
gpgkey=file:///etc/pki/rpm-gpg/RPM-GPG-KEY-mysql

[mysql57-community]
name=MySQL 5.7 Community Server
baseurl=http://repo.mysql.com/yum/mysql-5.7-community/el/7/$basearch/
enabled=1
gpgcheck=1
gpgkey=file:///etc/pki/rpm-gpg/RPM-GPG-KEY-mysql
...

to become

...
# Enable to use MySQL 5.6
[mysql56-community]
name=MySQL 5.6 Community Server
baseurl=http://repo.mysql.com/yum/mysql-5.6-community/el/7/$basearch/
enabled=1
gpgcheck=1
gpgkey=file:///etc/pki/rpm-gpg/RPM-GPG-KEY-mysql

[mysql57-community]
name=MySQL 5.7 Community Server
baseurl=http://repo.mysql.com/yum/mysql-5.7-community/el/7/$basearch/
enabled=0
gpgcheck=1
gpgkey=file:///etc/pki/rpm-gpg/RPM-GPG-KEY-mysql
...

Next we install server software and SELinux policy files, as per

sudo yum -y install policycoreutils-python mysql-community-server

Preparing the Database Deployment

MariaDB Variant

Create and instantiate both database instances

To set up two MariaDB database instances on the one node, we will use mysql_multi and systemd service templates. The mysql_multi utility is a capability that manages multiple MariaDB databases on the same node and systemd service templates manage multiple services from one configuration file. A systemd service template is unique in that it has an @ character before the .service suffix.

To use this multiple-instance capability, we need to create two data directories for each database instance and also replace the main MariaDB configuration file, /etc/my.cnf, with one that includes configuration of key options for each instance. We will name our instances, mysqld0 and mysqld1. We will also create specific log files for each instance.

We will use the directories, /var/lib/mysql-mysqld0 and /var/lib/mysql-mysqld1 for the data directories and /var/log/mariadb/mysql-mysqld0.log and /var/log/mariadb/mysql-mysqld1.log for the log files. Note you should modify /etc/logrotate.d/mariadb to manage these log files. Note also, we need to set the appropriate SELinux file contexts on the created directories and any files.

We create the data directories and log files and set their respective SELinux contexts via

sudo mkdir /var/lib/mysql-mysqld0
sudo chown mysql:mysql /var/lib/mysql-mysqld0
sudo semanage fcontext -a -t mysqld_db_t "/var/lib/mysql-mysqld0(/.*)?"
sudo restorecon -Rv /var/lib/mysql-mysqld0

sudo touch /var/log/mariadb/mysql-mysqld0.log
sudo chown mysql:mysql /var/log/mariadb/mysql-mysqld0.log
sudo chcon --reference=/var/log/mariadb/mariadb.log /var/log/mariadb/mysql-mysqld0.log

sudo mkdir /var/lib/mysql-mysqld1
sudo chown mysql:mysql /var/lib/mysql-mysqld1
sudo semanage fcontext -a -t mysqld_db_t "/var/lib/mysql-mysqld1(/.*)?"
sudo restorecon -Rv /var/lib/mysql-mysqld1

sudo touch /var/log/mariadb/mysql-mysqld1.log
sudo chown mysql:mysql /var/log/mariadb/mysql-mysqld1.log
sudo chcon --reference=/var/log/mariadb/mariadb.log /var/log/mariadb/mysql-mysqld1.log

We now initialise the our two database data directories via

sudo mysql_install_db --user=mysql --datadir=/var/lib/mysql-mysqld0
sudo mysql_install_db --user=mysql --datadir=/var/lib/mysql-mysqld1

We now replace the MySQL configuration file to set the options for each instance. Note that we will serve mysqld0 and mysqld1 via TCP ports 3307 and 3308 respectively. First backup the existing configuration file with

sudo cp /etc/my.cnf /etc/my.cnf.ORIG

then setup /etc/my.cnf as per

sudo bash
F=/etc/my.cnf
printf '[mysqld_multi]\n' > ${F}
printf 'mysqld = /usr/bin/mysqld_safe --basedir=/usr\n' >> ${F}
printf '\n' >> ${F}
printf '[mysqld0]\n' >> ${F}
printf 'port=3307\n' >> ${F}
printf 'mysqld = /usr/bin/mysqld_safe --basedir=/usr\n' >> ${F}
printf 'datadir=/var/lib/mysql-mysqld0/\n' >> ${F}
printf 'socket=/var/lib/mysql-mysqld0/mysql.sock\n' >> ${F}
printf 'pid-file=/var/run/mariadb/mysql-mysqld0.pid\n' >> ${F}
printf '\n' >> ${F}
printf 'log-error=/var/log/mariadb/mysql-mysqld0.log\n' >> ${F}
printf '\n' >> ${F}
printf '# Disabling symbolic-links is recommended to prevent assorted security\n' >> ${F}
printf '# risks\n' >> ${F}
printf 'symbolic-links=0\n' >> ${F}
printf '\n' >> ${F}
printf '[mysqld1]\n' >> ${F}
printf 'mysqld = /usr/bin/mysqld_safe --basedir=/usr\n' >> ${F}
printf 'port=3308\n' >> ${F}
printf 'datadir=/var/lib/mysql-mysqld1/\n' >> ${F}
printf 'socket=/var/lib/mysql-mysqld1/mysql.sock\n' >> ${F}
printf 'pid-file=/var/run/mariadb/mysql-mysqld1.pid\n' >> ${F}
printf '\n' >> ${F}
printf 'log-error=/var/log/mariadb/mysql-mysqld1.log\n' >> ${F}
printf '\n' >> ${F}
printf '# Disabling symbolic-links is recommended to prevent assorted security risks\n' >> ${F}
printf 'symbolic-links=0\n' >> ${F}
exit # To exit the root shell

We also need to associate the ports with the mysqld_port_t SELinux context as per

sudo semanage port -a -t mysqld_port_t -p tcp 3307
sudo semanage port -a -t mysqld_port_t -p tcp 3308

We next create the systemd service template as per

sudo bash
F=/etc/systemd/system/mysqld@.service

printf '# Install in /etc/systemd/system\n' > ${F}
printf '# Enable via systemctl enable mysqld@0 or systemctl enable mysqld@1\n' >> ${F}
printf '[Unit]\n' >> ${F}
printf 'Description=MySQL Multi Server for instance %%i\n' >> ${F}
printf 'After=syslog.target\n' >> ${F}
printf 'After=network.target\n' >> ${F}
printf '\n' >> ${F}
printf '[Service]\n' >> ${F}
printf 'User=mysql\n' >> ${F}
printf 'Group=mysql\n' >> ${F}
printf 'Type=forking\n' >> ${F}
printf 'ExecStart=/usr/bin/mysqld_multi start %%i\n' >> ${F}
printf 'ExecStop=/usr/bin/mysqld_multi stop %%i\n' >> ${F}
printf 'Restart=always\n' >> ${F}
printf 'PrivateTmp=true\n' >> ${F}
printf '\n' >> ${F}
printf '[Install]\n' >> ${F}
printf 'WantedBy=multi-user.target\n' >> ${F}
chmod 644 ${F}
exit; # to exit the root shell

We next enable and start both instances via

sudo systemctl enable mysqld@0
sudo systemctl enable mysqld@1
sudo systemctl start mysqld@0
sudo systemctl start mysqld@1

At this we should have both instances running. One should check each instance’s log file for any errors.

Secure each database instance

We secure each database engine by running the mysql_secure_installation script. One should accept all defaults, which means the only entry (aside from pressing returns) is the administrator (root) database password. Make a note of the password you use. In this case we will use Stroom5User@. The utility mysql_secure_installation expects to find the Linux socket file to access the database it’s securing at /var/lib/mysql/mysql.sock. Since we have used other locations, we temporarily link the real socket file to /var/lib/mysql/mysql.sock for each invocation of the utility. Thus we execute

sudo ln /var/lib/mysql-mysqld0/mysql.sock /var/lib/mysql/mysql.sock
sudo mysql_secure_installation

to see

NOTE: RUNNING ALL PARTS OF THIS SCRIPT IS RECOMMENDED FOR ALL MariaDB
      SERVERS IN PRODUCTION USE!  PLEASE READ EACH STEP CAREFULLY!

In order to log into MariaDB to secure it, we'll need the current
password for the root user.  If you've just installed MariaDB, and
you haven't set the root password yet, the password will be blank,
so you should just press enter here.

Enter current password for root (enter for none): 
OK, successfully used password, moving on...

Setting the root password ensures that nobody can log into the MariaDB
root user without the proper authorisation.

Set root password? [Y/n] 
New password: <__ Stroom5User@ __>
Re-enter new password: <__ Stroom5User@ __>
Password updated successfully!
Reloading privilege tables..
 ... Success!


By default, a MariaDB installation has an anonymous user, allowing anyone
to log into MariaDB without having to have a user account created for
them.  This is intended only for testing, and to make the installation
go a bit smoother.  You should remove them before moving into a
production environment.

Remove anonymous users? [Y/n] 
 ... Success!

Normally, root should only be allowed to connect from 'localhost'.  This
ensures that someone cannot guess at the root password from the network.

Disallow root login remotely? [Y/n] 
 ... Success!

By default, MariaDB comes with a database named 'test' that anyone can
access.  This is also intended only for testing, and should be removed
before moving into a production environment.

Remove test database and access to it? [Y/n]
 - Dropping test database...
 ... Success!
 - Removing privileges on test database...
 ... Success!

Reloading the privilege tables will ensure that all changes made so far
will take effect immediately.

Reload privilege tables now? [Y/n]
... Success!

Cleaning up...

All done!  If you've completed all of the above steps, your MariaDB
installation should now be secure.

Thanks for using MariaDB!

then we execute

sudo rm /var/lib/mysql/mysql.sock
sudo ln /var/lib/mysql-mysqld1/mysql.sock /var/lib/mysql/mysql.sock
sudo mysql_secure_installation
sudo rm /var/lib/mysql/mysql.sock

and process as before (for when running mysql_secure_installation). At this both database instances should be secure.

MySQL Community Variant

Create and instantiate both database instances

To set up two MySQL database instances on the one node, we will use mysql_multi and systemd service templates. The mysql_multi utility is a capability that manages multiple MySQL databases on the same node and systemd service templates manage multiple services from one configuration file. A systemd service template is unique in that it has an @ character before the .service suffix.

To use this multiple-instance capability, we need to create two data directories for each database instance and also replace the main MySQL configuration file, /etc/my.cnf, with one that includes configuration of key options for each instance. We will name our instances, mysqld0 and mysqld1. We will also create specific log files for each instance.

We will use the directories, /var/lib/mysql-mysqld0 and /var/lib/mysql-mysqld1 for the data directories and /var/log/mysql-mysqld0.log and /var/log/mysql-mysqld1.log for the log directories. Note you should modify /etc/logrotate.d/mysql to manage these log files. Note also, we need to set the appropriate SELinux file context on the created directories and files.

sudo mkdir /var/lib/mysql-mysqld0
sudo chown mysql:mysql /var/lib/mysql-mysqld0
sudo semanage fcontext -a -t mysqld_db_t "/var/lib/mysql-mysqld0(/.*)?"
sudo restorecon -Rv /var/lib/mysql-mysqld0

sudo touch /var/log/mysql-mysqld0.log
sudo chown mysql:mysql /var/log/mysql-mysqld0.log
sudo chcon --reference=/var/log/mysqld.log /var/log/mysql-mysqld0.log

sudo mkdir /var/lib/mysql-mysqld1
sudo chown mysql:mysql /var/lib/mysql-mysqld1 
sudo semanage fcontext -a -t mysqld_db_t "/var/lib/mysql-mysqld1(/.*)?"
sudo restorecon -Rv /var/lib/mysql-mysqld1

sudo touch /var/log/mysql-mysqld1.log
sudo chown mysql:mysql /var/log/mysql-mysqld1.log
sudo chcon --reference=/var/log/mysqld.log /var/log/mysql-mysqld1.log

We now initialise the our two database data directories via

sudo mysql_install_db --user=mysql --datadir=/var/lib/mysql-mysqld0
sudo mysql_install_db --user=mysql --datadir=/var/lib/mysql-mysqld1

Disable the default database via

sudo systemctl disable mysqld

We now modify the MySQL configuration file to set the options for each instance. Note that we will serve mysqld0 and mysqld1 via TCP ports 3307 and 3308 respectively. First backup the existing configuration file with

sudo cp /etc/my.cnf /etc/my.cnf.ORIG

then setup /etc/my.cnf as per

sudo bash
F=/etc/my.cnf
printf '[mysqld_multi]\n' > ${F}
printf 'mysqld = /usr/bin/mysqld_safe --basedir=/usr\n' >> ${F}
printf '\n' >> ${F}
printf '[mysqld0]\n' >> ${F}
printf 'port=3307\n' >> ${F}
printf 'mysqld = /usr/bin/mysqld_safe --basedir=/usr\n' >> ${F}
printf 'datadir=/var/lib/mysql-mysqld0/\n' >> ${F}
printf 'socket=/var/lib/mysql-mysqld0/mysql.sock\n' >> ${F}
printf 'pid-file=/var/run/mysqld/mysql-mysqld0.pid\n' >> ${F}
printf '\n' >> ${F}
printf 'log-error=/var/log/mysql-mysqld0.log\n' >> ${F}
printf '\n' >> ${F}
printf '# Disabling symbolic-links is recommended to prevent assorted security\n' >> ${F}
printf '# risks\n' >> ${F}
printf 'symbolic-links=0\n' >> ${F}
printf '\n' >> ${F}
printf '[mysqld1]\n' >> ${F}
printf 'mysqld = /usr/bin/mysqld_safe --basedir=/usr\n' >> ${F}
printf 'port=3308\n' >> ${F}
printf 'datadir=/var/lib/mysql-mysqld1/\n' >> ${F}
printf 'socket=/var/lib/mysql-mysqld1/mysql.sock\n' >> ${F}
printf 'pid-file=/var/run/mysqld/mysql-mysqld1.pid\n' >> ${F}
printf '\n' >> ${F}
printf 'log-error=/var/log/mysql-mysqld1.log\n' >> ${F}
printf '\n' >> ${F}
printf '# Disabling symbolic-links is recommended to prevent assorted security risks\n' >> ${F}
printf 'symbolic-links=0\n' >> ${F}
exit # To exit the root shell

We also need to associate the ports with the mysqld_port_t SELinux context as per

sudo semanage port -a -t mysqld_port_t -p tcp 3307
sudo semanage port -a -t mysqld_port_t -p tcp 3308

We next create the systemd service template as per

sudo bash
F=/etc/systemd/system/mysqld@.service

printf '# Install in /etc/systemd/system\n' > ${F}
printf '# Enable via systemctl enable mysqld@0 or systemctl enable mysqld@1\n' >> ${F}
printf '[Unit]\n' >> ${F}
printf 'Description=MySQL Multi Server for instance %%i\n' >> ${F}
printf 'After=syslog.target\n' >> ${F}
printf 'After=network.target\n' >> ${F}
printf '\n' >> ${F}
printf '[Service]\n' >> ${F}
printf 'User=mysql\n' >> ${F}
printf 'Group=mysql\n' >> ${F}
printf 'Type=forking\n' >> ${F}
printf 'ExecStart=/usr/bin/mysqld_multi start %%i\n' >> ${F}
printf 'ExecStop=/usr/bin/mysqld_multi stop %%i\n' >> ${F}
printf 'Restart=always\n' >> ${F}
printf 'PrivateTmp=true\n' >> ${F}
printf '\n' >> ${F}
printf '[Install]\n' >> ${F}
printf 'WantedBy=multi-user.target\n' >> ${F}
chmod 644 ${F}
exit; # to exit the root shell

We next enable and start both instances via

sudo systemctl enable mysqld@0
sudo systemctl enable mysqld@1
sudo systemctl start mysqld@0
sudo systemctl start mysqld@1

At this we should have both instances running. One should check each instance’s log file for any errors.

Secure each database instance

We secure each database engine by running the mysql_secure_installation script. One should accept all defaults, which means the only entry (aside from pressing returns) is the administrator (root) database password. Make a note of the password you use. In this case we will use Stroom5User@. The utility mysql_secure_installation expects to find the Linux socket file to access the database it’s securing at /var/lib/mysql/mysql.sock. Since we have used other locations, we temporarily link the real socket file to /var/lib/mysql/mysql.sock for each invocation of the utility. Thus we execute

sudo ln /var/lib/mysql-mysqld0/mysql.sock /var/lib/mysql/mysql.sock
sudo mysql_secure_installation

to see

NOTE: RUNNING ALL PARTS OF THIS SCRIPT IS RECOMMENDED FOR ALL MySQL
      SERVERS IN PRODUCTION USE!  PLEASE READ EACH STEP CAREFULLY!

In order to log into MySQL to secure it, we'll need the current
password for the root user.  If you've just installed MySQL, and
you haven't set the root password yet, the password will be blank,
so you should just press enter here.

Enter current password for root (enter for none): 
OK, successfully used password, moving on...

Setting the root password ensures that nobody can log into the MySQL
root user without the proper authorisation.

Set root password? [Y/n] y
New password: <__ Stroom5User@ __>
Re-enter new password: <__ Stroom5User@ __>
Password updated successfully!
Reloading privilege tables..
 ... Success!


By default, a MySQL installation has an anonymous user, allowing anyone
to log into MySQL without having to have a user account created for
them.  This is intended only for testing, and to make the installation
go a bit smoother.  You should remove them before moving into a
production environment.

Remove anonymous users? [Y/n] 
 ... Success!

Normally, root should only be allowed to connect from 'localhost'.  This
ensures that someone cannot guess at the root password from the network.

Disallow root login remotely? [Y/n] 
 ... Success!

By default, MySQL comes with a database named 'test' that anyone can
access.  This is also intended only for testing, and should be removed
before moving into a production environment.

Remove test database and access to it? [Y/n] 
 - Dropping test database...
ERROR 1008 (HY000) at line 1: Can't drop database 'test'; database doesn't exist
 ... Failed!  Not critical, keep moving...
 - Removing privileges on test database...
 ... Success!

Reloading the privilege tables will ensure that all changes made so far
will take effect immediately.

Reload privilege tables now? [Y/n] 
 ... Success!




All done!  If you've completed all of the above steps, your MySQL
installation should now be secure.

Thanks for using MySQL!


Cleaning up...

then we execute

sudo rm /var/lib/mysql/mysql.sock
sudo ln /var/lib/mysql-mysqld1/mysql.sock /var/lib/mysql/mysql.sock
sudo mysql_secure_installation
sudo rm /var/lib/mysql/mysql.sock

and process as before (for when running mysql_secure_installation). At this both database instances should be secure.

Create the Databases and Enable access by the Stroom processing users

We now create the stroom database within the first instance, mysqld0 and the statistics database within the second instance mysqld1. It does not matter which database variant used as all commands are the same for both.

As well as creating the databases, we also need to establish the Stroom processing users that the Stroom processing nodes will use to access each database. For the stroom database, we will use the database user stroomuser with a password of Stroompassword1@ and for the statistics database, we will use the database user stroomstats with a password of Stroompassword2@. One identifies a processing user as <user>@<host> on a grant SQL command.

In the stroom database instance, we will grant access for

• stroomuser@localhost for local access for maintenance etc.
• stroomuser@stroomp00.strmdev00.org for access by processing node stroomp00.strmdev00.org
• stroomuser@stroomp01.strmdev00.org for access by processing node stroomp01.strmdev00.org

and in the statistics database instance, we will grant access for

• stroomstats@localhost for local access for maintenance etc.
• stroomstats@stroomp00.strmdev00.org for access by processing node stroomp00.strmdev00.org
• stroomstats@stroomp01.strmdev00.org for access by processing node stroomp01.strmdev00.org

Thus for the stroom database we execute

mysql --user=root --port=3307 --socket=/var/lib/mysql-mysqld0/mysql.sock --password

and on entering the administrator’s password, we arrive at the MariaDB [(none)]> or mysql> prompt. At this we create the database with

create database stroom;

and then to establish the users, we execute

grant all privileges on stroom.* to stroomuser@localhost identified by 'Stroompassword1@';
grant all privileges on stroom.* to stroomuser@stroomp00.strmdev00.org identified by 'Stroompassword1@';
grant all privileges on stroom.* to stroomuser@stroomp01.strmdev00.org identified by 'Stroompassword1@';

then

quit;

to exit.

And for the statistics database

mysql --user=root --port=3308 --socket=/var/lib/mysql-mysqld1/mysql.sock --password

with

create database statistics;

and then to establish the users, we execute

grant all privileges on statistics.* to stroomstats@localhost identified by 'Stroompassword2@';
grant all privileges on statistics.* to stroomstats@stroomp00.strmdev00.org identified by 'Stroompassword2@';
grant all privileges on statistics.* to stroomstats@stroomp01.strmdev00.org identified by 'Stroompassword2@';

then

quit;

to exit.

Clearly if we need to add more processing nodes, additional grant commands would be used. Further, if we were installing the databases in a single node Stroom environment, we would just have the first two pairs of grants.

Configure Firewall

Next we need to modify our firewall to allow remote access to our databases which listens on ports 3307 and 3308. The simplest way to achieve this is with the commands

sudo firewall-cmd --zone=public --add-port=3307/tcp --permanent
sudo firewall-cmd --zone=public --add-port=3308/tcp --permanent
sudo firewall-cmd --reload
sudo firewall-cmd --zone=public --list-all

Debugging of Mariadb for Stroom

If there is a need to debug the Mariadb database and Stroom interaction, one can turn on auditing for the Mariadb service. To do so, log onto the relevant database as the administrative user as per

mysql --user=root --port=3307 --socket=/var/lib/mysql-mysqld0/mysql.sock --password
or
mysql --user=root --port=3308 --socket=/var/lib/mysql-mysqld1/mysql.sock --password

and at the MariaDB [(none)]> prompt enter

install plugin server_audit SONAME 'server_audit';
set global server_audit_file_path='/var/log/mariadb/mysqld-mysqld0_server_audit.log';
or
set global server_audit_file_path='/var/log/mariadb/mysqld-mysqld1_server_audit.log';
set global server_audit_logging=ON;
set global server_audit_file_rotate_size=10485760;
install plugin SQL_ERROR_LOG soname 'sql_errlog';
quit;

The above will generate two log files,

• /var/log/mariadb/mysqld-mysqld0_server_audit.log or /var/log/mariadb/mysqld-mysqld1_server_audit.log which records all commands the respective databases run. We have configured the log file will rotate at 10MB in size.
• /var/lib/mysql-mysqld0/sql_errors.log or /var/lib/mysql-mysqld1/sql_errors.log which records all erroneous SQL commands. This log file will rotate at 10MB in size. Note we cannot set this filename via the UI, but it will be appear in the data directory.

All files will, by default, generate up to 9 rotated files.

If you wish to rotate a log file manually, log into the database as the administrative user and execute either

• set global server_audit_file_rotate_now=1; to rotate the audit log file
• set global sql_error_log_rotate=1; to rotate the sql_errlog log file

Initial Database Access

It should be noted that if you monitor the sql_errors.log log file on a new Stooom deployment, when the Stoom Application first starts, it’s initial access to the stroom database will result in the following attempted sql statements.

2017-04-16 16:24:50 stroomuser[stroomuser] @ stroomp00.strmdev00.org [192.168.2.126] ERROR 1146: Table 'stroom.schema_version' doesn't exist : SELECT version FROM schema_version ORDER BY installed_rank DESC
2017-04-16 16:24:50 stroomuser[stroomuser] @ stroomp00.strmdev00.org [192.168.2.126] ERROR 1146: Table 'stroom.STROOM_VER' doesn't exist : SELECT VER_MAJ, VER_MIN, VER_PAT FROM STROOM_VER ORDER BY VER_MAJ DESC, VER_MIN DESC, VER_PAT DESC LIMIT 1
2017-04-16 16:24:50 stroomuser[stroomuser] @ stroomp00.strmdev00.org [192.168.2.126] ERROR 1146: Table 'stroom.FD' doesn't exist : SELECT ID FROM FD LIMIT 1
2017-04-16 16:24:50 stroomuser[stroomuser] @ stroomp00.strmdev00.org [192.168.2.126] ERROR 1146: Table 'stroom.FEED' doesn't exist : SELECT ID FROM FEED LIMIT 1

After this access the application will realise the database does not exist and it will initialise the database.

In the case of the statistics database you may note the following attempted access

2017-04-16 16:25:09 stroomstats[stroomstats] @ stroomp00.strmdev00.org [192.168.2.126] ERROR 1146: Table 'statistics.schema_version' doesn't exist : SELECT version FROM schema_version ORDER BY installed_rank DESC 

Again, at this point the application will initialise this database.

4.4.3 - Installation

Assumptions

The following assumptions are used in this document.

• the user has reasonable RHEL/Centos System administration skills.
• installations are on Centos 7.3 minimal systems (fully patched).
• the term ’node’ is used to reference the ‘host’ a service is running on.
• the Stroom Proxy and Application software runs as user ‘stroomuser’ and will be deployed in this user’s home directory
• data will reside in a directory tree referenced via ‘/stroomdata’. It is up to the user to provision a filesystem here, noting sub-directories of it will be NFS shared in Multi Node Stroom Deployments
• any scripts or commands that should run are in code blocks and are designed to allow the user to cut then paste the commands onto their systems
• in this document, when a textual screen capture is documented, data entry is identified by the data surrounded by ‘<’ ‘>’ . This excludes enter/return presses.
• better security of password choices, networking, firewalls, data stores, etc. can and should be achieved in various ways, but these HOWTOs are just a quick means of getting a working system, so only limited security is applied
• better configuration of the database (e.g. more memory. redundancy) should be considered in production environments
• the use of self signed certificates is appropriate for test systems, but users should consider appropriate CA infrastructure in production environments
• the user has access to a Chrome web browser as Stroom is optimised for this browser.

Introduction

This HOWTO provides guidance on a variety of simple Stroom deployments.

• Multi Node Stroom Cluster (Proxy and Application)

for an environment where multiple nodes are required to handle the processing load.

• Forwarding Stroom Proxy

for extensive networks where one wants to aggregate data through a proxy before sending data to the central Stroom processing systems.

• Standalone Stroom Proxy

for disconnected networks where collected data can be manually transferred to a Stroom processing service.

• Addition of a Node to Stroom Cluster

for when one needs to add an additional node to an existing cluster.

Nodename Nomenclature

For simplicity sake, the nodenames used in this HOWTO are geared towards the Multi Node Stroom Cluster deployment. That is,

• the database nodename is stroomdb0.strmdev00.org
• the processing nodenames are stroomp00.strmdev00.org, stroomp01.strmdev00.org, and stroomp02.strmdev00.org
• the first node in our cluster, stroomp00.strmdev00.org, also has the CNAME stroomp.strmdev00.org

In the case of the Proxy only deployments,

• the forwarding Stroom proxy nodename is stoomfp0.strmdev00.org
• the standalone nodename will be stroomp00.strmdev00.org

Storage

Both the Stroom Proxy and Application store data. The typical requirement is

• directory for Stroom proxy to store inbound data files
• directory for Stroom application permanent data files (events, etc.)
• directory for Stroom application index data files
• directory for Stroom application working files (temporary files, output, etc.)

Where multiple processing nodes are involved, the application’s permanent data directories need to be accessible by all participating nodes.

Thus a hierarchy for a Stroom Proxy might by

• /stroomdata/stroom-proxy

and for an Application node

• /stroomdata/stroom-data
• /stroomdata/stroom-index
• /stroomdata/stroom-working

In the following examples, the storage hierarchy proposed will more suited for a multi node Stroom cluster, including the Forwarding or Standalone proxy deployments. This is to simplify the documentation. Thus, the above structure is generalised into

• /stroomdata/stroom-working-p_nn_/proxy

and

• /stroomdata/stroom-data-p_nn_
• /stroomdata/stroom-index-p_nn_
• /stroomdata/stroom-working-p_nn_

where nn is a two digit node number. The reason for placing the proxy directory within the Application working area will be explained later.

All data should be owned by the Stroom processing user. In this HOWTO, we will use stroomuser

Multi Node Stroom Cluster (Proxy and Application) Deployment

In this deployment we will install the database on a given node then deploy both the Stroom Proxy and Stroom Application software to both our processing nodes. At this point we will then integrate a web service to run ‘in-front’ of our Stroom software and then perform the initial configuration of Stroom via the user interface.

Database Installation

The Stroom capability requires access to two MySQL/MariaDB databases. The first is for persisting application configuration and metadata information, and the second is for the Stroom Statistics capability. Instructions for installation of the Stroom databases can be found here. Although these instructions describe the deployment of the databases to their own node, there is no reason why one can’t just install them both on the first (or only) Stroom node.

Prerequisite Software Installation

Certain software packages are required for either the Stroom Proxy or Stroom Application to run.

The core software list is

• java-1.8.0-openjdk
• java-1.8.0-openjdk-devel
• policycoreutils-python
• unzip
• zip
• mariadb or mysql client

Most of the required software are packages available via standard repositories and hence we can simply execute

sudo yum -y install java-1.8.0-openjdk java-1.8.0-openjdk-devel policycoreutils-python unzip zip

One has a choice of database clients. MariaDB is directly supported by Centos 7 and is simplest to install. This is done via

sudo yum -y install mariadb

One could deploy the MySQL database software as the alternative.

To do this you need to install the MySQL Community repository files then install the client. Instructions for installation of the MySQL Community repository files can be found here or on the MySQL Site . Once you have installed the MySQL repository files, install the client via

sudo yum -y install mysql-community-client

Note that additional software will be required for other integration components (e.g. Apache httpd/mod_jk). This is described in the Web Service Integration section of this document.

Note also, that Standalone or Forwarding Stroom Proxy deployments do NOT need a database client deployed.

Entropy Issues in Virtual environments

Both the Stroom Application and Stroom Proxy currently run on Tomcat (Version 7) which relies on the Java SecureRandom class to provide random values for any generated session identifiers as well as other components. In some circumstances the Java runtime can be delayed if the entropy source that is used to initialise SecureRandom is short of entropy. The delay is caused by the Java runtime waiting on the blocking entropy souce /dev/random to have sufficient entropy. This quite often occurs in virtual environments were there are few sources that can contribute to a system’s entropy.

To view the current available entropy on a Linux system, run the command

cat /proc/sys/kernel/random/entropy_avail

A reasonable value would be over 2000 and a poor value would be below a few hundred.

If you are deploying Stroom onto systems with low available entropy, the start time for the Stroom Proxy can be as high as 5 minutes and for the Application as high as 15 minutes.

One software based solution would be to install the haveged service that attempts to provide an easy-to-use, unpredictable random number generator based upon an adaptation of the HAVEGE algorithm. To install execute

yum -y install haveged
systemctl enable haveged
systemctl start haveged

For background reading in this matter, see this reference or this reference .

Storage Scenario

For the purpose of this Installation HOWTO, the following sets up the storage hierarchy for a two node processing cluster. To share our permanent data we will use NFS. Accept that the NFS deployment described here is very simple, and in a production deployment, a lot more security controls should be used. Further,

Our hierarchy is

• Node: stroomp00.strmdev00.org
• /stroomdata/stroom-data-p00 - location to store Stroom application data files (events, etc.) for this node
• /stroomdata/stroom-index-p00 - location to store Stroom application index files
• /stroomdata/stroom-working-p00 - location to store Stroom application working files (e.g. temporary files, output, etc.) for this node
• /stroomdata/stroom-working-p00/proxy - location for Stroom proxy to store inbound data files
• Node: stroomp01.strmdev00.org
• /stroomdata/stroom-data-p01 - location to store Stroom application data files (events, etc.) for this node
• /stroomdata/stroom-index-p01 - location to store Stroom application index files
• /stroomdata/stroom-working-p01 - location to store Stroom application working files (e.g. temporary files, output, etc.) for this node
• /stroomdata/stroom-working-p01/proxy - location for Stroom proxy to store inbound data files

Creation of Storage Hierarchy

So, we first create processing user on all nodes as per

sudo useradd --system stroomuser

And the relevant commands to create the above hierarchy would be

• Node: stroomp00.strmdev00.org

sudo mkdir -p /stroomdata/stroom-data-p00 /stroomdata/stroom-index-p00 /stroomdata/stroom-working-p00 /stroomdata/stroom-working-p00/proxy
sudo mkdir -p /stroomdata/stroom-data-p01  # So that this node can mount stroomp01's data directory
sudo chown -R stroomuser:stroomuser /stroomdata
sudo chmod -R 750 /stroomdata

• Node: stroomp01.strmdev00.org

sudo mkdir -p /stroomdata/stroom-data-p01 /stroomdata/stroom-index-p01 /stroomdata/stroom-working-p01 /stroomdata/stroom-working-p01/proxy
sudo mkdir -p /stroomdata/stroom-data-p00  # So that this node can mount stroomp00's data directory
sudo chown -R stroomuser:stroomuser /stroomdata
sudo chmod -R 750 /stroomdata

Deployment of NFS to share Stroom Storage

We will use NFS to cross mount the permanent data directories. That is

• node stroomp00.strmdev00.org will mount stroomp01.strmdev00.org:/stroomdata/stroom-data-p01 and,
• node stroomp01.strmdev00.org will mount stroomp00.strmdev00.org:/stroomdata/stroom-data-p00.

The HOWTO guide to deploy and configure NFS for our Scenario is here

Stroom Installation

Pre-installation setup

Before installing either the Stroom Proxy or Stroom Application, we need establish various files and scripts within the Stroom Processing user’s home directory to support the Stroom services and their persistence. This is setup is described here.

Stroom Proxy Installation

Instructions for installation of the Stroom Proxy can be found here.

Stroom Application Installation

Instructions for installation of the Stroom application can be found here.

Web Service Integration

One typically ‘fronts’ either a Stroom Proxy or Stroom Application with a secure web service such as Apache’s Httpd or NGINX. In our scenario, we will use SSL to secure the web service and further, we will use Apache’s Httpd.

We first need to create certificates for use by the web service. The following provides instructions for this. The created certificates can then be used when configuration the web service.

This HOWTO is designed to deploy Apache’s httpd web service as a front end (https) (to the user) and Apache’s mod_jk as the interface between Apache and the Stroom tomcat applications. The instructions to configure this can be found here.

Other Web service capability can be used, for example, NGINX .

Installation Validation

We will now check that the installation and web services integration has worked.

Sanity firewall check

To ensure you have the firewall correctly set up, the following command

sudo firewall-cmd --reload
sudo firewall-cmd --zone=public --list-all

should result in

public (active)
  target: default
  icmp-block-inversion: no
  interfaces: enp0s3
  sources: 
  services: dhcpv6-client http https nfs ssh
  ports: 8009/tcp 9080/tcp 8080/tcp 9009/tcp
  protocols: 
  masquerade: no
  forward-ports: 
  sourceports: 
  icmp-blocks: 
  rich rules: 

Test Posting of data to the Stroom service

You can test the data posting service with the command

curl -k --data-binary @/etc/group "https://stroomp.strmdev00.org/stroom/datafeed" -H "Feed:TEST-FEED-V1_0" -H "System:EXAMPLE_SYSTEM" -H "Environment:EXAMPLE_ENVIRONMENT"

which WILL result in an error as we have not configured the Stroom Application as yet. The error should look like

<html><head><title>Apache Tomcat/7.0.53 - Error report</title><style><!--H1 {font-family:Tahoma,Arial,sans-serif;color:white;background-color:#525D76;font-size:22px;} H2 {font-family:Tahoma,Arial,sans-serif;color:white;background-color:#525D76;font-size:16px;} H3 {font-family:Tahoma,Arial,sans-serif;color:white;background-color:#525D76;font-size:14px;} BODY {font-family:Tahoma,Arial,sans-serif;color:black;background-color:white;} B {font-family:Tahoma,Arial,sans-serif;color:white;background-color:#525D76;} P {font-family:Tahoma,Arial,sans-serif;background:white;color:black;font-size:12px;}A {color : black;}A.name {color : black;}HR {color : #525D76;}--></style> </head><body><h1>HTTP Status 406 - Stroom Status 110 - Feed is not set to receive data - </h1><HR size="1" noshade="noshade"><p><b>type</b> Status report</p><p><b>message</b> <u>Stroom Status 110 - Feed is not set to receive data - </u></p><p><b>description</b> <u>The resource identified by this request is only capable of generating responses with characteristics not acceptable according to the request "accept" headers.</u></p><HR size="1" noshade="noshade"><h3>Apache Tomcat/7.0.53</h3></body></html>

If you view the Stroom proxy log, ~/stroom-proxy/instance/logs/stroom.log, on both processing nodes, you will see on one node, the datafeed.DataFeedRequestHandler events running under, in this case, the ajp-apr-9009-exec-1 thread indicating the failure

...
2017-01-03T03:35:47.366Z WARN  [ajp-apr-9009-exec-1] datafeed.DataFeedRequestHandler (DataFeedRequestHandler.java:131) - "handleException()","Environment=EXAMPLE_ENVIRONMENT","Expect=100-continue","Feed=TEST-FEED-V1_0","GUID=39960cf9-e50b-4ae8-a5f2-449ee670d2eb","ReceivedTime=2017-01-03T03:35:46.915Z","RemoteAddress=192.168.2.220","RemoteHost=192.168.2.220","System=EXAMPLE_SYSTEM","accept=*/*","content-length=1051","content-type=application/x-www-form-urlencoded","host=stroomp.strmdev00.org","user-agent=curl/7.19.7 (x86_64-redhat-linux-gnu) libcurl/7.19.7 NSS/3.21 Basic ECC zlib/1.2.3 libidn/1.18 libssh2/1.4.2","Stroom Status 110 - Feed is not set to receive data"
2017-01-03T03:35:47.367Z ERROR [ajp-apr-9009-exec-1] zip.StroomStreamException (StroomStreamException.java:131) - sendErrorResponse() - 406 Stroom Status 110 - Feed is not set to receive data - 
2017-01-03T03:35:47.368Z INFO  [ajp-apr-9009-exec-1] datafeed.DataFeedRequestHandler$1 (DataFeedRequestHandler.java:104) - "doPost() - Took 478 ms to process (concurrentRequestCount=1) 406","Environment=EXAMPLE_ENVIRONMENT","Expect=100-continue","Feed=TEST-FEED-V1_0","GUID=39960cf9-e50b-4ae8-a5f2-449ee670d2eb","ReceivedTime=2017-01-03T03:35:46.915Z","RemoteAddress=192.168.2.220","RemoteHost=192.168.2.220","System=EXAMPLE_SYSTEM","accept=*/*","content-length=1051","content-type=application/x-www-form-urlencoded","host=stroomp.strmdev00.org","user-agent=curl/7.19.7 (x86_64-redhat-linux-gnu) libcurl/7.19.7 NSS/3.21 Basic ECC zlib/1.2.3 libidn/1.18 libssh2/1.4.2"
...

Further, if you execute the data posting command (curl) multiple times, you will see the loadbalancer working in that, the above WARN/ERROR/INFO logs will swap between the proxy services (i.e. first error will be in stroomp00.strmdev00.org’s proxy log file, then second on stroomp01.strmdev00.org’s proxy log file, then back to stroomp00.strmdev00.org and so on).

Stroom Application Configuration

Although we have installed our multi node Stroom cluster, we now need to configure it. We do this via the user interface (UI).

Logging into the Stroom UI for the first time

To log into the UI of your newly installed Stroom instance, present the base URL to your Chrome browser. In this deployment, you should enter the URLS http://stroomp.strmdev00.org, or https://stroomp.strmdev00.org or https://stroomp.strmdev00.org/stroom, noting the first URLs should automatically direct you to the last URL.

If you have personal certificates loaded in your Chrome browser, you may be asked which certificate to use to authenticate yourself to stroomp.strmdev00.org:443. As Stroom has not been configured to use user certificates, the choice is not relevant, just choose one and continue.

Additionally, if you are using self-signed certificates, your browser will generate an alert as per

---

To proceed you need to select the ADVANCED hyperlink to see

---

If you select the Proceed to stroomp.strmdev00.org (unsafe) hyper-link you will be presented with the standard Stroom UI login page.

---

This page has two panels - About Stroom and Login.

In the About Stroom panel we see an introductory description of Stroom in the top left and deployment details in the bottom left of the panel. The deployment details provide

• Build Version: - the build version of the Stroom application deployed
• Build Date: - the date the version was built
• Up Date: - the install date
• Node Name: - the node within the Stroom cluster you have connected to

Login with Stroom default Administrative User

Each new Stroom deployment automatically creates the administrative user admin and this user’s password is initially set to admin. We will login as this user which also validates that the database and UI is working correctly in that you can login and the password is admin.

Create an Attributed User to perform configuration

We should configure Stroom using an attributed user account. That is, we should create a user, in our case it will be burn (the author) and once created, we login with that account then perform the initial configuration activities. You don’t have to do this, but it is sound security practice.

Once you have created the user you should log out of the admin account and log back in as our user burn.

Configure the Volumes for our Stroom deployment

Before we can store data within Stroom we need to configure the volumes we have allocated in our Storage hierarchy. The Volume Maintenance HOWTO shows how to do this.

Configure the Nodes for our Stroom deployment

In a Stroom cluster, nodes are expected to communicate with each other on port 8080 over http. Our installation in a multi node environment ensures the firewall will allow this but we also need to configure the nodes. This is achieved via the Stroom UI where we set a Cluster URL for each node. The following Node Configuration HOWTO demonstrates how do set the Cluster URL.

Data Stream Processing

To enable Stroom to process data, it’s Data Processors need to be enabled. There are NOT enabled by default on installation. The following section in our Stroom Tasks HowTo shows how to do this.

Testing our Stroom Application and Proxy Installation

To complete the installation process we will test that we can send and ingest data.

Add a Test Feed

In order for Stroom to be able to handle various data sources, be they Apache HTTPD web access logs, MicroSoft Windows Event logs or Squid Proxy logs, Stroom must be told what the data is when it is received. This is achieved using Event Feeds. Each feed has a unique name within the system.

To test our installation can accept and ingest data, we will create a test Event feed. The ’name’ of the feed will be TEST-FEED-V1_0. Note that in a production environment is is best that a well defined nomenclature is used for feed ’names’. For our testing purposes TEST-FEED-V1_0 is sufficient.

Sending Test Data

NOTE: Before testing our new feed, we should restart both our Stroom application services so that any volume changes are propagated. This can be achieved by simply running

sudo -i -u stroomuser
bin/StopServices.sh
bin/StartServices.sh

on both nodes. It is suggested you first log out of Stroom, if you are currently logged in and you should monitor the Stroom application logs to ensure it has successfully restarted. Remember to use the T and Tp bash aliases we set up.

For this test, we will send the contents of /etc/group to our test feed. We will also send the file from the cluster’s database machine. The command to send this file is

curl -k --data-binary @/etc/group "https://stroomp.strmdev00.org/stroom/datafeed" -H "Feed:TEST-FEED-V1_0" -H "System:EXAMPLE_SYSTEM" -H "Environment:EXAMPLE_ENVIRONMENT"

We will test a number of features as part of our installation test. These are

• simple post of data
• simple post of data to validate load balancing is working
• simple post to direct feed interface
• simple post to direct feed interface to validate load balancing is working
• identify that the Stroom Proxy Aggregation is working correctly

As part of our testing will check the presence of the inbound data, as files, within the proxy storage area. Now as the proxy storage area is also the location from which the Stroom application automatically aggregates then ingests the data stored by the proxy, we can either turn off the Proxy Aggregation task, or attempt to perform our tests noting that proxy aggregation occurs every 10 minutes by default. For simplicity, we will turn off the Proxy Aggregation task.

We can now perform out tests. Follow the steps in the Data Posting Tests section of the Testing Stroom Installation HOWTO

Forwarding Stroom Proxy Deployment

In this deployment will install a Stroom Forwarding Proxy which is designed to aggregate data posted to it for managed forwarding to a central Stroom processing system. This scenario is assuming we are installing on the fully patch Centos 7.3 host, stroomfp0.strmdev00.org. Further it assumes we have installed, configured and tested the destination Stroom system we will be forwarding to.

We will first deploy the Stroom Proxy then configure it as a Forwarding Proxy then integrate a web service to run ‘in-front’ of Proxy.

Prerequisite Software Installation for Forwarding Proxy

Certain software packages are required for the Stroom Proxy to run.

The core software list is

• java-1.8.0-openjdk
• java-1.8.0-openjdk-devel
• policycoreutils-python
• unzip
• zip

Most of the required software are packages available via standard repositories and hence we can simply execute

sudo yum -y install java-1.8.0-openjdk java-1.8.0-openjdk-devel policycoreutils-python unzip zip

Note that additional software will be required for other integration components (e.g. Apache httpd/mod_jk). This is described in the Web Service Integration for Forwarding Proxy section of this document.

Forwarding Proxy Storage

Since we are a proxy that stores data sent to it and forwards it each minute we have only one directory.

• /stroomdata/stroom-working-fp0/proxy - location for Stroom proxy to store inbound data files prior to forwarding

You will note that these HOWTOs use a consistent storage nomenclature for simplicity of documentations.

Creation of Storage for Forwarding Proxy

We create the processing user, as per

sudo useradd --system stroomuser

then create the storage hierarchy with the commands

sudo mkdir -p /stroomdata/stroom-working-fp0/proxy
sudo chown -R stroomuser:stroomuser /stroomdata
sudo chmod -R 750 /stroomdata

Stroom Forwarding Proxy Installation

Pre-installation setup

Before installing the Stroom Forwarding Proxy, we need establish various files and scripts within the Stroom Processing user’s home directory to support the Stroom services and their persistence. This is setup is described here. Although this setup HOWTO is orientated towards a complete Stroom Proxy and Application installation, it does provide all the processing user setup requirements for a Stroom Proxy as well.

Stroom Forwarding Proxy Installation

Instructions for installation of the Stroom Proxy can be found here, noting you should follow the steps for configuring the proxy as a Forwarding proxy.

Web Service Integration for Forwarding Proxy

One typically ‘fronts’ a Stroom Proxy with a secure web service such as Apache’s Httpd or NGINX. In our scenario, we will use SSL to secure the web service and further, we will use Apache’s Httpd.

We first need to create certificates for use by the web service. The SSL Certificate Generation HOWTO provides instructions for this. The created certificates can then be used when configuration the web service. NOTE also, that for a forwarding proxy we will need to establish Key and Trust stores as well. This is also documented in the SSL Certificate Generation HOWTO here

This HOWTO is designed to deploy Apache’s httpd web service as a front end (https) (to the user) and Apache’s mod_jk as the interface between Apache and the Stroom tomcat applications. The instructions to configure this can be found here. Please take note of where a Stroom Proxy configuration item is different to that of a Stroom Application processing node.

Other Web service capability can be used, for example, NGINX .

Testing our Forwarding Proxy Installation

To complete the installation process we will test that we can send data to the forwarding proxy and that it forwards the files it receives to the central Stroom processing system. As stated earlier, it is assumed we have installed, configured and tested the destination central Stroom processing system and thus we will have a test Feed already established - TEST-FEED-V1_0.

Sending Test Data

For this test, we will send the contents of /etc/group to our test feed - TEST-FEED-V1_0. It doesn’t matter from which host we send the file from. The command to send file is

curl -k --data-binary @/etc/group "https://stroomfp0.strmdev00.org/stroom/datafeed" -H "Feed:TEST-FEED-V1_0" -H "System:EXAMPLE_SYSTEM" -H "Environment:EXAMPLE_ENVIRONMENT"

Before testing, it is recommended you set up to monitor the Stroom proxy logs on the central server as well as on the Forwarding Proxy server.

Follow the steps in the Forwarding Proxy Data Posting Tests section of the Testing Stroom Installation HOWTO

Standalone Stroom Proxy Deployment

In this deployment will install a Stroom Standalone Proxy which is designed to accept and store data posted to it for manual forwarding to a central Stroom processing system. This scenario is assuming we are installing on the fully patch Centos 7.3 host, stroomsap0.strmdev00.org.

We will first deploy the Stroom Proxy then configure it as a Standalone Proxy then integrate a web service to run ‘in-front’ of Proxy.

Prerequisite Software Installation for Forwarding Proxy

Certain software packages are required for the Stroom Proxy to run.

The core software list is

• java-1.8.0-openjdk
• java-1.8.0-openjdk-devel
• policycoreutils-python
• unzip
• zip

Most of the required software are packages available via standard repositories and hence we can simply execute

sudo yum -y install java-1.8.0-openjdk java-1.8.0-openjdk-devel policycoreutils-python unzip zip

Note that additional software will be required for other integration components (e.g. Apache httpd/mod_jk). This is described in the Web Service Integration for Standalone Proxy section of this document.

Standalone Proxy Storage

Since we are a proxy that stores data sent to it we have only one directory.

• /stroomdata/stroom-working-sap0/proxy - location for Stroom proxy to store inbound data files

You will note that these HOWTOs use a consistent storage nomenclature for simplicity of documentations.

Creation of Storage for Standalone Proxy

We create the processing user, as per

sudo useradd --system stroomuser

then create the storage hierarchy with the commands

sudo mkdir -p /stroomdata/stroom-working-sap0/proxy
sudo chown -R stroomuser:stroomuser /stroomdata
sudo chmod -R 750 /stroomdata

Stroom Standalone Proxy Installation

Pre-installation setup

Before installing the Stroom Standalone Proxy, we need establish various files and scripts within the Stroom Processing user’s home directory to support the Stroom services and their persistence. This is setup is described here. Although this setup HOWTO is orientated towards a complete Stroom Proxy and Application installation, it does provide all the processing user setup requirements for a Stroom Proxy as well.

Stroom Standalone Proxy Installation

Instructions for installation of the Stroom Proxy can be found here, noting you should follow the steps for configuring the proxy as a Store_NoDB proxy.

Web Service Integration for Standalone Proxy

One typically ‘fronts’ a Stroom Proxy with a secure web service such as Apache’s Httpd or NGINX. In our scenario, we will use SSL to secure the web service and further, we will use Apache’s Httpd.

We first need to create certificates for use by the web service. The SSL Certificate Generation HOWTO provides instructions for this. The created certificates can then be used when configuration the web service. There is no need for Trust or Key stores.

This HOWTO is designed to deploy Apache’s httpd web service as a front end (https) (to the user) and Apache’s mod_jk as the interface between Apache and the Stroom tomcat applications. The instructions to configure this can be found here. Please take note of where a Stroom Proxy configuration item is different to that of a Stroom Application processing node.

Other Web service capability can be used, for example, NGINX .

Testing our Standalone Proxy Installation

To complete the installation process we will test that we can send data to the standalone proxy and it stores it.

Sending Test Data

For this test, we will send the contents of /etc/group to our test feed - TEST-FEED-V1_0. It doesn’t matter from which host we send the file from. The command to send file is

curl -k --data-binary @/etc/group "https://stroomsap0.strmdev00.org/stroom/datafeed" -H "Feed:TEST-FEED-V1_0" -H "System:EXAMPLE_SYSTEM" -H "Environment:EXAMPLE_ENVIRONMENT"

Before testing, it is recommended you set up to monitor the Standalone Proxy logs.

Follow the steps in the Standalone Proxy Data Posting Tests section of the Testing Stroom Installation HOWTO

Addition of a Node to a Stroom Cluster Deployment

In this deployment we will deploy both the Stroom Proxy and Stroom Application software to a new processing node we wish to add to our cluster. Once we have deploy and configured the Stroom software, we will then integrate a web service to run ‘in-front’ of our Stroom software, and then perform the initial configuration of to add this node via the user interface. The node we will add is stroomp02.strmdev00.org.

Grant access to the database for this node

Connect to the Stroom database as the administrative (root) user, via the command

sudo mysql --user=root -p

and at the MariaDB [(none)]> or mysql> prompt enter

grant all privileges on stroom.* to stroomuser@stroomp02.strmdev00.org identified by 'Stroompassword1@';
quit;

Prerequisite Software Installation

Certain software packages are required for either the Stroom Proxy or Stroom Application to run.

The core software list is

• java-1.8.0-openjdk
• java-1.8.0-openjdk-devel
• policycoreutils-python
• unzip
• zip
• mariadb or mysql client

Most of the required software are packages available via standard repositories and hence we can simply execute

sudo yum -y install java-1.8.0-openjdk java-1.8.0-openjdk-devel policycoreutils-python unzip zip
sudo yum -y install mariadb

In the above instance, the database client choice is MariaDB as it is directly supported by Centos 7. One could deploy the MySQL database software as the alternative. If you have chosen a different database for the already deployed Stroom Cluster then you should use that one. See earlier in this document on how to install the MySQL Community client.

Note that additional software will be required for other integration components (e.g. Apache httpd/mod_jk). This is described in the Web Service Integration section of this document.

Storage Scenario

To maintain our Storage Scenario them, the scenario for this node is

• Node: stroomp02.strmdev00.org
• /stroomdata/stroom-data-p02 - location to store Stroom application data files (events, etc.) for this node
• /stroomdata/stroom-index-p02 - location to store Stroom application index files
• /stroomdata/stroom-working-p02 - location to store Stroom application working files (e.g. tmp, output, etc.) for this node
• /stroomdata/stroom-working-p02/proxy - location for Stroom proxy to store inbound data files

Creation of Storage Hierarchy

So, we first create processing user on our new node as per

sudo useradd --system stroomuser

then create the storage via

sudo mkdir -p /stroomdata/stroom-data-p02 /stroomdata/stroom-index-p02 /stroomdata/stroom-working-p02 /stroomdata/stroom-working-p02/proxy
sudo mkdir -p /stroomdata/stroom-data-p00  # So that this node can mount stroomp00's data directory
sudo mkdir -p /stroomdata/stroom-data-p01  # So that this node can mount stroomp01's data directory
sudo chown -R stroomuser:stroomuser /stroomdata
sudo chmod -R 750 /stroomdata

As we need to share this new nodes permanent data directories to the existing nodes in the Cluster, we need to create mount point directories on our existing nodes in addition to deploying NFS.

So we execute on

• Node: stroomp00.strmdev00.org

sudo mkdir -p /stroomdata/stroom-data-p02
sudo chmod 750 /stroomdata/stroom-data-p02
sudo chown stroomuser:stroomuser /stroomdata/stroom-data-p02

and on

• Node: stroomp01.strmdev00.org

sudo mkdir -p /stroomdata/stroom-data-p02
sudo chmod 750 /stroomdata/stroom-data-p02
sudo chown stroomuser:stroomuser /stroomdata/stroom-data-p02

Deployment of NFS to share Stroom Storage

We will use NFS to cross mount the permanent data directories. That is

• node stroomp00.strmdev00.org will mount
  • stroomp01.strmdev00.org:/stroomdata/stroom-data-p01 and,
  • stroomp02.strmdev00.org:/stroomdata/stroom-data-p02 and,
• node stroomp01.strmdev00.org will mount
  • stroomp00.strmdev00.org:/stroomdata/stroom-data-p00 and
  • stroomp02.strmdev00.org:/stroomdata/stroom-data-p02
• node stroomp02.strmdev00.org will mount
  • stroomp00.strmdev00.org:/stroomdata/stroom-data-p00 and
  • stroomp01.strmdev00.org:/stroomdata/stroom-data-p01

The HOWTO guide to deploy and configure NFS for our Scenario is here.

Stroom Installation

Pre-installation setup

Before installing either the Stroom Proxy or Stroom Application, we need establish various files and scripts within the Stroom Processing user’s home directory to support the Stroom services and their persistence. This is setup is described here. Note you should remember to set the N bash variable when generating the Environment Variable files to 02.

Stroom Proxy Installation

Instructions for installation of the Stroom Proxy can be found here. Note you will be deploying a Store proxy and during the setup execution ensure you enter the appropriate values for NODE (‘stroomp02’) and REPO_DIR (’/stroomdata/stroom-working-p02/proxy’). All other values will be the same.

Stroom Application Installation

Instructions for installation of the Stroom application can be found here. When executing the setup script ensure you enter the appropriate values for TEMP_DIR (’/stroomdata/stroom-working-p02’) and NODE (‘stroomp02’). All other values will be the same. Note also that you will not have to wait for the ‘first’ node to initialise the Stroom database as this would have already been done when you first deployed your Stroom Cluster.

Web Service Integration

One typically ‘fronts’ either a Stroom Proxy or Stroom Application with a secure web service such as Apache’s Httpd or NGINX. In our scenario, we will use SSL to secure the web service and further, we will use Apache’s Httpd.

As we are a cluster, we use the same certificate as the other nodes. Thus we need to gain the certificate package from an existing node.

So, on stroomp00.strmdev00.org, we replicate the directory ~stroomuser/stroom-jks to our new node. That is, tar it up, copy the tar file to stroomp02 and untar it. We can make use of the other node’s mounted file system.

sudo -i -u stroomuser
cd ~stroomuser
tar cf stroom-jks.tar stroom-jks
mv stroom-jks.tar /stroomdata/stroom-data-p02

then on our new node (stroomp02.strmdev00.org) we extract the data.

sudo -i -u stroomuser
cd ~stroomuser
tar xf /stroomdata/stroom-data-p02/stroom-jks.tar && rm -f /stroomdata/stroom-data-p02/stroom-jks.tar

Now ensure protection, ownership and SELinux context for these files by running

chmod 700 ~stroomuser/stroom-jks/private ~stroomuser/stroom-jks
chown -R stroomuser:stroomuser ~stroomuser/stroom-jks
chcon -R --reference /etc/pki ~stroomuser/stroom-jks

This HOWTO is designed to deploy Apache’s httpd web service as a front end (https) (to the user) and Apache’s mod_jk as the interface between Apache and the Stroom tomcat applications. The instructions to configure this can be found here. You should pay particular attention to the section on the Apache Mod_JK configuration as you MUST regenerate the Mod_JK workers.properties file on the existing cluster nodes as well as generating it on our new node.

Other Web service capability can be used, for example, NGINX .

Note that once you have integrated the web services for our new node, you will need to restart the Apache systemd process on the existing two nodes that that the new Mod_JK configuration has taken place.

Installation Validation

We will now check that the installation and web services integration has worked. We do this with a simple firewall check and later perform complete integration tests.

Sanity firewall check

To ensure you have the firewall correctly set up, the following command

sudo firewall-cmd --reload
sudo firewall-cmd --zone=public --list-all

should result in

public (active)
  target: default
  icmp-block-inversion: no
  interfaces: enp0s3
  sources: 
  services: dhcpv6-client http https nfs ssh
  ports: 8009/tcp 9080/tcp 8080/tcp 9009/tcp
  protocols: 
  masquerade: no
  forward-ports: 
  sourceports: 
  icmp-blocks: 
  rich rules: 

Stroom Application Configuration - New Node

We will need to configure this new node’s volumes, set it’s Cluster URL and enable it’s Stream Processors. We do this by logging into the Stroom User Interface (UI) with an account with Administrator privileges. It is recommended you use a attributed user for this activity. Once you have logged in you can configure this new node.

Configure the Volumes for our Stroom deployment

Before we can store data on this new Stroom node we need to configure it’s volumes we have allocated in our Storage hierarchy. The section on adding new volumes in the Volume Maintenance HOWTO shows how to do this.

Configure the Nodes for our Stroom deployment

In a Stroom cluster, nodes are expected to communicate with each other on port 8080 over http. Our installation in a multi node environment ensures the firewall will allow this but we also need to configure the new node. This is achieved via the Stroom UI where we set a Cluster URL for our node. The section on Configuring a new node in the Node Configuration HOWTO demonstrates how do set the Cluster URL.

Data Stream Processing

To enable Stroom to process data, it’s Data Processors need to be enabled. There are NOT enabled by default on installation. The following section in our Stroom Tasks HowTo shows how to do this.

Testing our New Node Installation

To complete the installation process we will test that our new node has successfully integrated into our cluster.

First we need to ensure we have restarted the Apache Httpd service (httpd.service) on the original nodes so that the new workers.properties configuration files take effect.

We now test the node integration by running the tests we use to validate a Multi Node Stroom Cluster Deployment found here noting we should monitor all three nodes proxy and application log files. Basically we are looking to see that this new node participates in the load balancing for the stroomp.strmdev00.org cluster.

4.4.4 - Installation of Stroom Application

Assumptions

• the user has reasonable RHEL/Centos System administration skills
• installation is on a fully patched minimal Centos 7.3 instance.
• the Stroom stroom database has been created and resides on the host stroomdb0.strmdev00.org listening on port 3307.
• the Stroom stroom database user is stroomuser with a password of Stroompassword1@.
• the Stroom statistics database has been created and resides on the host stroomdb0.strmdev00.org listening on port 3308.
• the Stroom statistics database user is stroomuser with a password of Stroompassword2@.
• the application user stroomuser has been created
• the user is or has deployed the two node Stroom cluster described here
• the user has set up the Stroom processing user as described here
• the prerequisite software has been installed
• when a screen capture is documented, data entry is identified by the data surrounded by ‘<’ ‘>’ . This excludes enter/return presses.

Confirm Prerequisite Software Installation

The following command will ensure the prerequisite software has been deployed

sudo yum -y install java-1.8.0-openjdk java-1.8.0-openjdk-devel policycoreutils-python unzip zip
sudo yum -y install mariadb
or
sudo yum -y install mysql-community-client

Test Database connectivity

We need to test access to the Stroom databases on stroomdb0.strmdev00.org. We do this using the client mysql utility. We note that we must enter the stroomuser user’s password set up in the creation of the database earlier (Stroompassword1@) when connecting to the stroom database and we must enter the stroomstats user’s password (Stroompassword2@) when connecting to the statistics database.

We first test we can connect to the stroom database and then set the default database to be stroom.

[burn@stroomp00 ~]$ mysql --user=stroomuser --host=stroomdb0.strmdev00.org --port=3307 --password
Enter password: <__ Stroompassword1@ __>
Welcome to the MariaDB monitor.  Commands end with ; or \g.
Your MariaDB connection id is 2
Server version: 5.5.52-MariaDB MariaDB Server

Copyright (c) 2000, 2016, Oracle, MariaDB Corporation Ab and others.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

MariaDB [(none)]> use stroom;
Database changed
MariaDB [stroom]> exit
Bye
[burn@stroomp00 ~]$

In the case of a MySQL Community deployment you will see

[burn@stroomp00 ~]$ mysql --user=stroomuser --host=stroomdb0.strmdev00.org --port=3307 --password
Enter password: <__ Stroompassword1@ __>
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 9
Server version: 5.7.18 MySQL Community Server (GPL)

Copyright (c) 2000, 2017, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> use stroom;
Database changed
mysql> quit
Bye
[burn@stroomp00 ~]$ 

We next test connecting to the statistics database and verify we can set the default database to be statistics.

[burn@stroomp00 ~]$ mysql --user=stroomstats --host=stroomdb0.strmdev00.org --port=3308 --password
Enter password: <__ Stroompassword2@ __>
Welcome to the MariaDB monitor.  Commands end with ; or \g.
Your MariaDB connection id is 2
Server version: 5.5.52-MariaDB MariaDB Server

Copyright (c) 2000, 2016, Oracle, MariaDB Corporation Ab and others.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

MariaDB [(none)]> use statistics;
Database changed
MariaDB [stroom]> exit
Bye
[burn@stroomp00 ~]$

In the case of a MySQL Community deployment you will see

[burn@stroomp00 ~]$ mysql --user=stroomstats --host=stroomdb0.strmdev00.org --port=3308 --password
Enter password:  <__ Stroompassword2@ __>
Welcome to the MySQL monitor.  Commands end with ; or \g.
Your MySQL connection id is 9
Server version: 5.7.18 MySQL Community Server (GPL)

Copyright (c) 2000, 2017, Oracle and/or its affiliates. All rights reserved.

Oracle is a registered trademark of Oracle Corporation and/or its
affiliates. Other names may be trademarks of their respective
owners.

Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.

mysql> use statistics;
Database changed
mysql> quit
Bye
[burn@stroomp00 ~]$ 

If there are any errors, correct them.

Get the Software

The following will gain the identified, in this case release 5.0-beta.18, Stroom Application software release from github, then deploy it. You should regularly monitor the site for newer releases.

sudo -i -u stroomuser
App=5.0-beta.18
wget https://github.com/gchq/stroom/releases/download/v${App}/stroom-app-distribution-${App}-bin.zip
unzip stroom-app-distribution-${App}-bin.zip
chmod 750 stroom-app

Configure the Software

We install the application via

stroom-app/bin/setup.sh

during which one is prompted for a number of configuration settings. Use the following

TEMP_DIR should be set to '/stroomdata/stroom-working-p00' or '/stroomdata/stroom-working-p01' etc depending on the node we are installing on
NODE to be the hostname (not FQDN) of your host (i.e. 'stroomp00' or 'stroomp01' in our multi node scenario)
RACK can be ignored, just press return
PORT_PREFIX should use the default, just press return
JDBC_CLASSNAME should use the default, just press return
JDBC_URL to 'jdbc:mysql://stroomdb0.strmdev00.org:3307/stroom?useUnicode=yes&characterEncoding=UTF-8'
DB_USERNAME should be our processing user, 'stroomuser'
DB_PASSWORD should be the one we set when creating the stroom database, that is 'Stroompassword1@'
JPA_DIALECT should use the default, just press return
JAVA_OPTS can use the defaults, but ensure you have sufficient memory, either change or accept the default
STROOM_STATISTICS_SQL_JDBC_CLASSNAME should use the default, just press return
STROOM_STATISTICS_SQL_JDBC_URL to 'jdbc:mysql://stroomdb0.strmdev00.org:3308/statistics?useUnicode=yes&characterEncoding=UTF-8'
STROOM_STATISTICS_SQL_DB_USERNAME should be our processing user, 'stroomstats'
STROOM_STATISTICS_SQL_DB_PASSWORD should be the one we set when creating the stroom database, that is 'Stroompassword2@'
STATS_ENGINES should use the default, just press return
CONTENT_PACK_IMPORT_ENABLED should use the default, just press return
CREATE_DEFAULT_VOLUME_ON_START should use the default, just press return

At this point, the script will configure the application. There should be no errors, but review the output. If you made an error then just re-run the script.

You will note that TEMP_DIR is the same directory we used for our STROOM_TMP environment variable when we set up the processing user scripts. Note that if you are deploying a single node environment, where the database is also running on your Stroom node, then the JDBC_URL setting can be the default.

Start the Application service

Now we start the application. In the case of multi node Stroom deployment, we start the Stroom application on the first node in the cluster, then wait until it has initialised the database commenced it’s Lifecycle task. You will need to monitor the log file to see it’s completed initialisation.

So as the stroomuser start the application with the command

stroom-app/bin/start.sh

Now monitor stroom-app/instance/logs for any errors. Initially you will see the log files localhost_access_log.YYYY-MM-DD.txt and catalina.out. Check them for errors and correct (or post a question). The log4j warnings in catalina.out can be ignored. Eventually the log file stroom-app/instance/logs/stroom.log will appear. Again check it for errors and then wait for the application to be initialised. That is, wait for the Lifecycle service thread to start. This is indicated by the message

INFO  [Thread-11] lifecycle.LifecycleServiceImpl (LifecycleServiceImpl.java:166) - Started Stroom Lifecycle service

The directory stroom-app/instance/logs/events will also appear with an empty file with the nomenclature events_YYYY-MM-DDThh:mm:ss.msecZ. This is the directory for storing Stroom’s application event logs. We will return to this directory and it’s content in a later HOWTO.

If you have a multi node configuration, then once the database has initialised, start the application service on all other nodes. Again with

stroom-app/bin/start.sh

and then monitor the files in its stroom-app/instance/logs for any errors. Note that in multi node configurations, you will see server.UpdateClusterStateTaskHandler messages in the log file of the form

WARN  [Stroom P2 #9 - GenericServerTask] server.UpdateClusterStateTaskHandler (UpdateClusterStateTaskHandler.java:150) - discover() - unable to contact stroomp00 - No cluster call URL has been set for node: stroomp00

This is ok as we will establish the cluster URL’s later.

Multi Node Firewall Provision

In the case of a multi node Stroom deployment, you will need to open certain ports to allow Tomcat to communicate to all nodes participating in the cluster. Execute the following on all nodes. Note you will need to drop out of the stroomuser shell prior to execution.

exit; # To drop out of the stroomuser shell

sudo firewall-cmd --zone=public --add-port=8080/tcp --permanent
sudo firewall-cmd --zone=public --add-port=9080/tcp --permanent
sudo firewall-cmd --zone=public --add-port=8009/tcp --permanent
sudo firewall-cmd --zone=public --add-port=9009/tcp --permanent
sudo firewall-cmd --reload
sudo firewall-cmd --zone=public --list-all

In a production environment you would improve the above firewall settings - to perhaps limit the communication to just the Stroom processing nodes.

4.4.5 - Installation of Stroom Proxy

Assumptions

The following assumptions are used in this document.

• the user has reasonable RHEL/Centos System administration skills.
• installation is on a fully patched minimal Centos 7.3 instance.
• the Stroom database has been created and resides on the host stroomdb0.strmdev00.org listening on port 3307.
• the Stroom database user is stroomuser with a password of Stroompassword1@.
• the application user stroomuser has been created.
• the user is or has deployed the two node Stroom cluster described here.
• the user has set up the Stroom processing user as described here.
• the prerequisite software has been installed.
• when a screen capture is documented, data entry is identified by the data surrounded by ‘<’ ‘>’ . This excludes enter/return presses.

Confirm Prerequisite Software Installation

The following command will ensure the prerequisite software has been deployed

sudo yum -y install java-1.8.0-openjdk java-1.8.0-openjdk-devel policycoreutils-python unzip zip
sudo yum -y install mariadb
or
sudo yum -y install mysql-community-client

Note that we do NOT need the database client software for a Forwarding or Standalone proxy.

Get the Software

The following will gain the identified, in this case release 5.1-beta.10, Stroom Application software release from github, then deploy it. You should regularly monitor the site for newer releases.

sudo -i -u stroomuser
Prx=v5.1-beta.10
wget https://github.com/gchq/stroom-proxy/releases/download/${Prx}/stroom-proxy-distribution-${Prx}.zip
unzip stroom-proxy-distribution-${Prx}.zip

Configure the Software

There are three different types of Stroom Proxy

• Store

A store proxy accepts batches of events, as files. It will validate the batch with the database then store the batches as files in a configured directory.

• Store_NoDB

A store_nodb proxy accepts batches of events, as files. It has no connectivity to the database, so it assumes all batches are valid, so it stores the batches as files in a configured directory.

• Forwarding

A forwarding proxy accepts batches of events, as files. It has indirect connectivity to the database via the destination proxy, so it validates the batches then stores the batches as files in a configured directory until they are periodically forwarded to the configured destination Stroom proxy.

We will demonstrate the installation of each.

Store Proxy Configuration

In our Store Proxy description below, we will use the multi node deployment scenario. That is we are deploying the Store proxy on multiple Stroom nodes (stroomp00, stroomp01) and we have configured our storage as per the Storage Scenario which means the directories to install the inbound batches of data are /stroomdata/stroom-working-p00/proxy and /stroomdata/stroom-working-p01/proxy depending on the node.

To install a Store proxy, we run

stroom-proxy/bin/setup.sh store

during which one is prompted for a number of configuration settings. Use the following

NODE to be the hostname (not FQDN) of your host (i.e. 'stroomp00' or 'stroomp01' depending on the node we are installing on)
PORT_PREFIX should use the default, just press return
REPO_DIR should be set to '/stroomdata/stroom-working-p00/proxy' or '/stroomdata/stroom-working-p01/proxy' depending on the node we are installing on
REPO_FORMAT can be left as the default, just press return
JDBC_CLASSNAME should use the default, just press return
JDBC_URL should be set to 'jdbc:mysql://stroomdb0.strmdev00.org:3307/stroom'
DB_USERNAME should be our processing user, 'stroomuser'
DB_PASSWORD should be the one we set when creating the stroom database, that is 'Stroompassword1@'
JAVA_OPTS can use the defaults, but ensure you have sufficient memory, either change or accept the default

At this point, the script will configure the proxy. There should be no errors, but review the output. If you make a mistake in the above, just re-run the script.

NOTE: The selection of the REPO_DIR above and the setting of the STROOM_TMP environment variable earlier ensure that not only inbound files are placed in the REPO_DIR location but the Stroom Application itself will access the same directory when it aggregates inbound data for ingest in it’s proxy aggregation threads.

Forwarding Proxy Configuration

In our Forwarding Proxy description below, we will deploy on a host named stroomfp0 and it will store the files in /stroomdata/stroom-working-fp0/proxy. Remember, we are being consistent with our Storage hierarchy to make documentation and scripting simpler. Our destination host to periodically forward the files to will be stroomp.strmdev00.org (the CNAME for stroomp00.strmdev00.org).

To install a Forwarding proxy, we run

stroom-proxy/bin/setup.sh forward

during which one is prompted for a number of configuration settings. Use the following

NODE to be the hostname (not FQDN) of your host (i.e. 'stroomfp0' in our example)
PORT_PREFIX should use the default, just press return
REPO_DIR should be set to '/stroomdata/stroom-working-fp0/proxy' which we created earlier.
REPO_FORMAT can be left as the default, just press return
FORWARD_SERVER should be set to our stroom server. (i.e. 'stroomp.strmdev00.org' in our example)
JAVA_OPTS can use the defaults, but ensure you have sufficient memory, either change or accept the default

At this point, the script will configure the proxy. There should be no errors, but review the output.

Store No Database Proxy Configuration

In our Store_NoDB Proxy description below, we will deploy on a host named stroomsap0 and it will store the files in /stroomdata/stroom-working-sap0/proxy. Remember, we are being consistent with our Storage hierarchy to make documentation and scripting simpler.

To install a Store_NoDB proxy, we run

stroom-proxy/bin/setup.sh store_nodb

during which one is prompted for a number of configuration settings. Use the following

NODE to be the hostname (not FQDN) of your host (i.e. 'stroomsap0' in our example)
PORT_PREFIX should use the default, just press return
REPO_DIR should be set to '/stroomdata/stroom-working-sap0/proxy' which we created earlier.
REPO_FORMAT can be left as the default, just press return
JAVA_OPTS can use the defaults, but ensure you have sufficient memory, either change or accept the default

At this point, the script will configure the proxy. There should be no errors, but review the output.

Apache/Mod_JK change

For all proxy deployments, if we are using Apache’s mod_jk then we need to ensure the proxy’s AJP connector specifies a 64K packetSize. View the file stroom-proxy/instance/conf/server.xml to ensure the Connector element for the AJP protocol has a packetSize attribute of 65536. For example,

grep AJP stroom-proxy/instance/conf/server.xml

shows

<Connector port="9009" protocol="AJP/1.3" connectionTimeout="20000" redirectPort="8443" maxThreads="200" packetSize="65536" />

This check is required for earlier releases of the Stroom Proxy. Releases since v5.1-beta.4 have set the AJP packetSize.

Start the Proxy Service

We can now manually start our proxy service. Do so as the stroomuser with the command

stroom-proxy/bin/start.sh

Now monitor the directory stroom-proxy/instance/logs for any errors. Initially you will see the log files localhost_access_log.YYYY-MM-DD.txt and catalina.out. Check them for errors and correct (or pose a question to this arena). The context path and unknown version warnings in catalina.out can be ignored.

Eventually (about 60 seconds) the log file stroom-proxy/instance/logs/stroom.log will appear. Again check it for errors. The proxy will have completely started when you see the messages

INFO  [localhost-startStop-1] spring.StroomBeanLifeCycleReloadableContextBeanProcessor (StroomBeanLifeCycleReloadableContextBeanProcessor.java:109) - ** proxyContext 0 START COMPLETE **

and

INFO  [localhost-startStop-1] spring.StroomBeanLifeCycleReloadableContextBeanProcessor (StroomBeanLifeCycleReloadableContextBeanProcessor.java:109) - ** webContext 0 START COMPLETE **

If you leave it for a while you will eventually see cyclic (10 minute cycle) messages of the form

INFO  [Repository Reader Thread 1] repo.ProxyRepositoryReader (ProxyRepositoryReader.java:170) - run() - Cron Match at YYYY-MM-DD ...

If a proxy takes too long to start, you should read the section on Entropy Issues.

Proxy Repository Format

A Stroom Proxy stores inbound files in a hierarchical file system whose root is supplied during the proxy setup (REPO_DIR) and as files arrive they are given a repository id that is a one-up number starting at one (1). The files are stored in a specific repository format. The default template is ${pathId}/${id} and this pattern will produce the following output files under REPO_DIR for the given repository id

Since version v5.1-beta.4, this template can be specified during proxy setup via the entry to the Stroom Proxy Repository Format prompt

...
@@REPO_FORMAT@@ : Stroom Proxy Repository Format [${pathId}/${id}] > 
...

The template uses replacement variables to form the file path. As indicated above, the default template is ${pathId}/${id} where ${pathId} is the automatically generated directory for a given repository id and ${id} is the repository id.

Other replacement variables can be used to in the template including http header meta data parameters (e.g. ‘${feed}’) and time based parameters (e.g. ‘${year}’). Replacement variables that cannot be resolved will be output as ‘_’. You must ensure that all templates include the ‘${id}’ replacement variable at the start of the file name, failure to do this will result in an invalid repository.

Available time based parameters are based on the file’s time of processing and are zero filled (excluding ms).

Proxy Repository Template Examples

For each of the following templates applied to a Store NoDB Proxy, the resultant proxy directory tree is shown after three posts were sent to the test feed TEST-FEED-V1_0 and two posts to the test feed FEED-NOVALUE-V9_0

Example A - The default - ${pathId}/${id}

[stroomuser@stroomsap0 ~]$ find /stroomdata/stroom-working-sap0/proxy/
/stroomdata/stroom-working-sap0/proxy/
/stroomdata/stroom-working-sap0/proxy/001.zip
/stroomdata/stroom-working-sap0/proxy/002.zip
/stroomdata/stroom-working-sap0/proxy/003.zip
/stroomdata/stroom-working-sap0/proxy/004.zip
/stroomdata/stroom-working-sap0/proxy/005.zip
[stroomuser@stroomsap0 ~]$ 

Example B - A feed orientated structure - ${feed}/${year}/${month}/${day}/${pathId}/${id}

[stroomuser@stroomsap0 ~]$ find /stroomdata/stroom-working-sap0/proxy/
/stroomdata/stroom-working-sap0/proxy/
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/2017
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/2017/07
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/2017/07/23
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/2017/07/23/001.zip
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/2017/07/23/002.zip
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/2017/07/23/003.zip
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0/2017
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0/2017/07
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0/2017/07/23
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0/2017/07/23/004.zip
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0/2017/07/23/005.zip
[stroomuser@stroomsap0 ~]$ 

Example C - A date orientated structure - ${year}/${month}/${day}/${pathId}/${id}

[stroomuser@stroomsap0 ~]$ find /stroomdata/stroom-working-sap0/proxy/
/stroomdata/stroom-working-sap0/proxy/
/stroomdata/stroom-working-sap0/proxy/2017
/stroomdata/stroom-working-sap0/proxy/2017/07
/stroomdata/stroom-working-sap0/proxy/2017/07/23
/stroomdata/stroom-working-sap0/proxy/2017/07/23/001.zip
/stroomdata/stroom-working-sap0/proxy/2017/07/23/002.zip
/stroomdata/stroom-working-sap0/proxy/2017/07/23/003.zip
/stroomdata/stroom-working-sap0/proxy/2017/07/23/004.zip
/stroomdata/stroom-working-sap0/proxy/2017/07/23/005.zip
[stroomuser@stroomsap0 ~]$ 

Example D - A feed orientated structure, but with a bad parameter - ${feed}/${badparam}/${day}/${pathId}/${id}

[stroomuser@stroomsap0 ~]$ find /stroomdata/stroom-working-sap0/proxy/
/stroomdata/stroom-working-sap0/proxy/
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/_
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/_/23
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/_/23/001.zip
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/_/23/002.zip
/stroomdata/stroom-working-sap0/proxy/TEST-FEED-V1_0/_/23/003.zip
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0/_
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0/_/23
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0/_/23/004.zip
/stroomdata/stroom-working-sap0/proxy/FEED-NOVALUE-V9_0/_/23/005.zip
[stroomuser@stroomsap0 ~]$ 

and one would also see a warning for each post in the proxy’s log file of the form

WARN  [ajp-apr-9009-exec-4] repo.StroomFileNameUtil (StroomFileNameUtil.java:133) - Unused variables found: [badparam]

4.4.6 - NFS Installation and Configuration

Assumptions

The following assumptions are used in this document.

• the user has reasonable RHEL/Centos System administration skills
• installations are on Centos 7.3 minimal systems (fully patched)
• the user is or has deployed the example two node Stroom cluster storage hierarchy described here
• the configuration of this NFS is NOT secure. It is highly recommended to improve it’s security in a production environment. This could include improved firewall configuration to limit NFS access, NFS4 with Kerberos etc.

Installation of NFS software

We install NFS on each node, via

sudo yum -y install nfs-utils

and enable the relevant services, via

sudo systemctl enable rpcbind
sudo systemctl enable nfs-server
sudo systemctl enable nfs-lock
sudo systemctl enable nfs-idmap
sudo systemctl start rpcbind
sudo systemctl start nfs-server
sudo systemctl start nfs-lock
sudo systemctl start nfs-idmap

Configuration of NFS exports

We now export the node’s /stroomdata directory (in case you want to share the working directories) by configuring /etc/exports. For simplicity sake, we will allow all nodes with the hostname nomenclature of stroomp*.strmdev00.org to mount the /stroomdata directory. This means the same configuration applies to all nodes.

# Share Stroom data directory
/stroomdata	stroomp*.strmdev00.org(rw,sync,no_root_squash)

This can be achieved with the following on both nodes

sudo su -c "printf '# Share Stroom data directory\n' >> /etc/exports"
sudo su -c "printf '/stroomdata\tstroomp*.strmdev00.org(rw,sync,no_root_squash)\n' >> /etc/exports"

On both nodes restart the NFS service to ensure the above export takes effect via

sudo systemctl restart nfs-server

So that our nodes can offer their filesystems, we need to enable NFS access on the firewall. This is done via

sudo firewall-cmd --zone=public --add-service=nfs --permanent
sudo firewall-cmd --reload
sudo firewall-cmd --zone=public --list-all

Test Mounting

You should do test mounts on each node.

• Node: stroomp00.strmdev00.org

sudo mount -t nfs4 stroomp01.strmdev00.org:/stroomdata/stroom-data-p01 /stroomdata/stroom-data-p01

• Node: stroomp01.strmdev00.org

sudo mount -t nfs4 stroomp00.strmdev00.org:/stroomdata/stroom-data-p00 /stroomdata/stroom-data-p00

If you are concerned you can’t see the mount with a df try a df --type=nfs4 -a or a sudo df. Irrespective, once the mounting works, make the mounts permanent by adding the following to each node’s /etc/fstab file.

• Node: stroomp00.strmdev00.org

stroomp01.strmdev00.org:/stroomdata/stroom-data-p01 /stroomdata/stroom-data-p01 nfs4 soft,bg

achieved with

sudo su -c "printf 'stroomp01.strmdev00.org:/stroomdata/stroom-data-p01 /stroomdata/stroom-data-p01 nfs4 soft,bg\n' >> /etc/fstab"

• Node: stroomp01.strmdev00.org

stroomp00.strmdev00.org:/stroomdata/stroom-data-p00 /stroomdata/stroom-data-p00 nfs4 soft,bg

achieved with

sudo su -c "printf 'stroomp00.strmdev00.org:/stroomdata/stroom-data-p00 /stroomdata/stroom-data-p00 nfs4 soft,bg\n' >> /etc/fstab"

At this point reboot all processing nodes to ensure the directories mount automatically. You may need to give the nodes a minute to do this.

Addition of another Node

If one needs to add another node to the cluster, lets say, stroomp02.strmdev00.org, on which /stroomdata follows the same storage hierarchy as the existing nodes and all nodes have added mount points (directories) for this new node, you would take the following steps in order.

• Node: stroomp02.strmdev00.org

  • Install NFS software as above
  • Configure the exports file as per

sudo su -c "printf '# Share Stroom data directory\n' >> /etc/exports"
sudo su -c "printf '/stroomdata\tstroomp*.strmdev00.org(rw,sync,no_root_squash)\n' >> /etc/exports"

• Restart the NFS service and make the firewall enable NFS access as per

sudo systemctl restart nfs-server
sudo firewall-cmd --zone=public --add-service=nfs --permanent
sudo firewall-cmd --reload
sudo firewall-cmd --zone=public --list-all

• Test mount the existing node file systems

sudo mount -t nfs4 stroomp00.strmdev00.org:/stroomdata/stroom-data-p00 /stroomdata/stroom-data-p00
sudo mount -t nfs4 stroomp01.strmdev00.org:/stroomdata/stroom-data-p01 /stroomdata/stroom-data-p01

• Once the test mounts work, we make them permanent by adding the following to the /etc/fstab file.

stroomp00.strmdev00.org:/home/stroomdata/stroom-data-p00 /home/stroomdata/stroom-data-p00 nfs4 soft,bg
stroomp01.strmdev00.org:/home/stroomdata/stroom-data-p01 /home/stroomdata/stroom-data-p01 nfs4 soft,bg

achieved with

sudo su -c "printf 'stroomp00.strmdev00.org:/stroomdata/stroom-data-p00 /stroomdata/stroom-data-p00 nfs4 soft,bg\n' >> /etc/fstab"
sudo su -c "printf 'stroomp01.strmdev00.org:/stroomdata/stroom-data-p01 /stroomdata/stroom-data-p01 nfs4 soft,bg\n' >> /etc/fstab"

• Node: stroomp00.strmdev00.org and stroomp01.strmdev00.org

  • Test mount the new node’s filesystem as per

sudo mount -t nfs4 stroomp02.strmdev00.org:/stroomdata/stroom-data-p02 /stroomdata/stroom-data-p02

• Once the test mount works, make the mount permanent by adding the following to the /etc/fstab file

stroomp02.strmdev00.org:/stroomdata/stroom-data-p02 /stroomdata/stroom-data-p02 nfs4 soft,bg

achieved with

sudo su -c "printf 'stroomp02.strmdev00.org:/stroomdata/stroom-data-p02 /stroomdata/stroom-data-p02 nfs4 soft,bg\n' >> /etc/fstab"

4.4.7 - Node Cluster URL Setup

In a Stroom cluster, Nodes are expected to communicate with each other on port 8080 over http. To facilitate this, we need to set each node’s Cluster URL and the following demonstrates this process.

Assumptions

• an account with the Administrator Application Permission is currently logged in.
• we have a multi node Stroom cluster with two nodes, stroomp00 and stroomp01
• appropriate firewall configurations have been made
• in the scenario of adding a new node to our multi node deployment, the node added will be stroomp02

Configure Two Nodes

To configure the nodes, move to the Monitoring item of the Main Menu and select it to bring up the Monitoring sub-menu.

---

then move down and select the Nodes sub-item to be presented with the Nodes configuration tab as seen below.

---

To set stroomp00’s Cluster URL, move the it’s line in the display and select it. It will be highlighted.

---

Then move the cursor to the Edit Node icon in the top left of the Nodes tab and select it. On selection the Edit Node configuration window will be displayed and into the Cluster URL: entry box, enter the first node’s URL of http://stroomp00.strmdev00.org:8080/stroom/clustercall.rpc

---

then press the OK at which we see the Cluster URL has been set for the first node as per

---

We next select the second node

---

then move the cursor to the Edit Node icon in the top left of the Nodes tab and select it. On selection the Edit Node configuration window will be displayed and into the Cluster URL: entry box, enter the second node’s URL of http://stroomp01.strmdev00.org:8080/stroom/clustercall.rpc

---

then press the OK button.

At this we will see both nodes have the Cluster URLs set.

---

You may need to press the Refresh icon found at top left of Nodes configuration tab, until both nodes show healthy pings.