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Analytics 2011 Conference
From http://www.sas.com/events/analytics/us/
The Analytics 2011 Conference Series combines the power of SAS's M2010 Data Mining Conference and F2010 Business Forecasting Conference into one conference covering the latest trends and techniques in the field of analytics. Analytics 2011 Conference Series brings the brightest minds in the field of analytics together with hundreds of analytics practitioners. Join us as these leading conferences change names and locations. At Analytics 2011, you'll learn through a series of case studies, technical presentations and hands-on training. If you are in the field of analytics, this is one conference you can't afford to miss.
Grande Lakes Resort
Analytics 2011 topic areas include:
Data Visualization Continue reading "Analytics 2011 Conference"
Author Ajay OhriPosted on June 28, 2011 Categories AnalyticsTags academic, advanced analytics, advertising, Advice, AIC, algorithm, algorithms, all analytics, American Express, analysis, analysts, Analytics, analytics projects, applications, attrition, authors, banking, Baseline, Bias, Business, carolina, change, churn, Color, Communication, community, comparing, conference, conferences, content, Contest, costs, Customer, data, data mining, Database, design, Document, Economic, Editors, education, enterprise, environment, error, factors, forecast, forecasting, Free, globalization, green, groups, Health, healthcare, holidays, how to, IBM, Income, Indeed, insurance, learning, Literature, logistic regression, management, marketing, media, metrics, mining, model, modeling, network, networking, News, North Carolina, offers, open, optimization, Organizations, Paper, party, people, plays, Prediction, predictive, predictive models, presentations, pricing, Prize, proc, products, propensity models, quality, regression, regression model, research, risk management, Salary, sales, sas, SAS Enterprise, Scholarship, scoring, scoring models, Scripts, search, sector, segmentation, simulation, social media, Social network, social networking, social networks, software, Solution, statistical, student, survey, technology, telecom, Text analytics, Time, Tools, trends, Unemployment, unique, US, use, web, website, work, WorkflowLeave a comment on Analytics 2011 Conference
Scoring SAS and SPSS Models in the cloud
An announcement from Zementis and Predixion Software– about using cloud computing for scoring models using PMML. Note R has a PMML package as well which is used by Rattle, data mining GUI for exporting models.
Source- http://www.marketwatch.com/story/predixion-software-introduces-new-product-to-run-sas-and-spss-predictive-models-in-the-cloud-2010-10-19?reflink=MW_news_stmp
ALISO VIEJO, Calif., Oct 19, 2010 (BUSINESS WIRE) — Predixion Software today introduced Predixion PMML Connexion(TM), an interface that provides Predixion Insight(TM), the company's low-cost, self-service in the cloud predictive analytics solution, direct and seamless access to SAS, SPSS (IBM) and other predictive models for use by Predixion Insight customers. Predixion PMML Connexion enables companies to leverage their significant investments in legacy predictive analytics solutions at a fraction of the cost of conventional licensing and maintenance fees.
The announcement was made at the Predictive Analytics World conference in Washington, D.C. where Predixion also announced a strategic partnership with Zementis, Inc., a market leader in PMML-based solutions. Zementis is exhibiting in Booth #P2.
The Predictive Model Markup Language (PMML) standard allows for true interoperability, offering a mature standard for moving predictive models seamlessly between platforms. Predixion has fully integrated this PMML functionality into Predixion Insight, meaning Predixion Insight users can now effortlessly import PMML-based predictive models, enabling information workers to score the models in the cloud from anywhere and publish reports using Microsoft Excel(R) and SharePoint(R). In addition, models can also be written back into SAS, SPSS and other platforms for a truly collaborative, interoperable solution.
"Predixion's investment in this PMML interface makes perfect business sense as the lion's share of the models in existence today are created by the SAS and SPSS platforms, creating compelling opportunity to leverage existing investments in predictive and statistical models on a low-cost cloud predictive analytics platform that can be fed with enterprise, line of business and cloud-based data," said Mike Ferguson, CEO of Intelligent Business Strategies, a leading analyst and consulting firm specializing in the areas of business intelligence and enterprise business integration. "In this economy, Predixion's low-cost, self-service predictive analytics solutions might be welcome relief to IT organizations chartered with quickly adding additional applications while at the same time cutting costs and staffing."
"We are pleased to be partnering with Zementis, truly a PMML market leader and innovator," said Predixion CEO Simon Arkell. "To allow any SAS or SPSS customer to immediately score any of their predictive models in the cloud from within Predixion Insight, compare those models to those created by Predixion Insight, and share the results within Excel and Sharepoint is an exciting step forward for the industry. SAS and SPSS customers are fed up with the high prices they must pay for their business users just to access reports generated by highly skilled PhDs who are burdened by performing routine tasks and thus have become a massive bottleneck. That frustration is now a thing of the past because any information worker can now unlock the power of predictive analytics without relying on experts — for a fraction of the cost and from anywhere they can connect to the cloud," Arkell said.
Dr. Michael Zeller, Zementis CEO, added, "Our mission is to significantly shorten the time-to-market for predictive models in any industry. We are excited to be contributing to Predixion's self-service, cloud-based predictive analytics solution set."
About Predixion Software
Predixion Software develops and markets collaborative predictive analytics solutions in the public and private cloud. Predixion enables self-service predictive analytics, allowing customers to use and analyze large amounts of data to make actionable decisions, all within the familiar environment of Excel and PowerPivot. Predixion customers are achieving immediate results across a multitude of industries including: retail, finance, healthcare, marketing, telecommunications and insurance/risk management.
Predixion Software is headquartered in Aliso Viejo, California with development offices in Redmond, Washington. The company has venture capital backing from established investors including DFJ Frontier, Miramar Venture Partners and Palomar Ventures. For more information please contact us at 949-330-6540, or visit us atwww.predixionsoftware.com.
About Zementis
Zementis, Inc. is a leading software company focused on the operational deployment and integration of predictive analytics and data mining solutions. Its ADAPA(R) decision engine successfully bridges the gap between science and engineering. ADAPA(R) was designed from the ground up to benefit from open standards and to significantly shorten the time-to-market for predictive models in any industry. For more information, please visit www.zementis.com.
Event: Predictive analytics with R, PMML and ADAPA (r-bloggers.com)
Lyzasoft Integrates Low-cost Predictive Analytics into its Data Analytics and Collaboration Platform (eon.businesswire.com)
Predixion Software Introduces Self-Service, Cloud-Based Predictive Analytics Solution (eon.businesswire.com)
SAS Rolls Out Predictive Analytics for Business Users (nytimes.com)
Rattle Re-Introduced (r-bloggers.com)
Predixion Software Finalizes Series A Financing – Raises $5 Million (eon.businesswire.com)
Taking R to the Limit: Large Datasets; Predictive modeling with PMML and ADAPA (r-bloggers.com)
Interview Dean Abbott Abbott Analytics (r-bloggers.com)
Author Ajay OhriPosted on October 19, 2010 October 19, 2010 Categories Analytics, SASTags ADAPA, Aliso Viejo California, Analytics, applications, Business, business intelligence, California, ceo, cloud, cloud computing, Collaboration, Companies, compare, computing, conference, consulting, costs, Customer, data, data mining, dean abbott, enterprise, environment, excel, GUI, Import, intelligence, Language, michael zeller, Microsoft, Microsoft Excel, mining, mission, model, modeling, open, Organizations, pmml, predictive, predictive analytics, predictive analytics world, Predictive Model Markup Language, Predictive modeling, predictive models, Predixion Software, R, rstats, sas, science, scoring, scoring models, Simon Arkell, software, Solution, SPSS, statistical, Time, US, use, Venture Capital, ZementisLeave a comment on Scoring SAS and SPSS Models in the cloud
KXEN Update
Update from a very good data mining software company, KXEN –
Longtime Chairman and founder Roger Haddad is retiring but would be a Board Member. See his interview with Decisionstats here https://decisionstats.wordpress.com/2009/01/05/interview-roger-haddad-founder-of-kxen-automated-modeling-software/ (note images were hidden due to migration from .com to .wordpress.com )
New Members of Leadership are as-
John Ball brings 20 years of experience in enterprise software, deep expertise in business intelligence and CRM applications, and a proven track record of success driving rapid growth at highly innovative companies.
Prior to joining KXEN, Mr. Ball served in several executive roles at salesforce.com, the leading provider of SaaS applications. Most recently, John served as VP & General Manager, Analytics and Reporting Products, where he spearheaded salesforce.com's foray into CRM analytics and business intelligence. John also served as VP & General Manager, Service and Support Applications at salesforce.com, where he successfully grew the business to become the second largest and fastest growing product line at salesforce.com. Before salesforce.com, Ball was founder and CEO of Netonomy, the leading provider of customer self-service solutions for the telecommunications industry. Ball also held a number of executive roles at Business Objects, including General Manager, Web Products, where delivered to market the first 3 versions of WebIntelligence. Ball has a master's degree in electrical engineering from Georgia Tech and a master's degree in electric
I hope John atleast helps build a KXEN Force.com application- there are only 2 data mining apps there on App Exchange. Also on the wish list more social media presence, a Web SaaS/Amazon API for KXEN, greater presence in American/Asian conferences, and a solution for SME's (which cannot afford the premium pricing of the flagship solution. An alliance with bigger BI vendors like Oracle, SAP or IBM for selling the great social network analysis.
Bill Russell as Non Executive Chairman-
Bill Russell as Non-executive Chairman of the Board, effective July 16 2010. Russell has 30 years of operational experience in enterprise software, with a special focus on business intelligence, analytics, and databases.Russell held a number of senior-level positions in his more than 20 years at Hewlett-Packard, including Vice President and General Manager of the multi-billion dollar Enterprise Systems Group. He has served as Non-executive Chairman of the Board for Sylantro Systems Corporation, webMethods Inc., and Network Physics, Inc. and has served as a board director for Cognos Inc. In addition to KXEN, Russell currently serves on the boards of Saba, PROS Holdings Inc., Global 360, ParAccel Inc., and B.T. Mancini Company.
Xavier Haffreingue as senior vice president, worldwide professional services and solutions.
He has almost 20 years of international enterprise software experience gained in the CRM, BI, Web and database sectors. Haffreingue joins KXEN from software provider Axway where he was VP global support operations. Prior to Axway, he held various leadership roles in the software industry, including VP self service solutions at Comverse Technologies and VP professional services and support at Netonomy, where he successfully delivered multi-million dollar projects across Europe, Asia-Pacific and Africa. Before that he was with Business Objects and Sybase, where he ran support and services in southern Europe managing over 2,500 customers in more than 20 countries.
David Guercio as senior vice president, Americas field operations. Guercio brings to the role more than 25 years experience of building and managing high-achieving sales teams in the data mining, business intelligence and CRM markets. Guercio comes to KXEN from product lifecycle management vendor Centric Software, where he was EVP sales and client services. Prior to Centric, he was SVP worldwide sales and client services at Inxight Software, where he was also Chairman and CEO of the company's Federal Systems Group, a subsidiary of Inxight that saw success in the US Federal Government intelligence market. The success in sales growth and penetration into the federal government led to the acquisition of Inxight by Business Objects in 2007, where Guercio then led the Inxight sales organization until Business Objects was acquired by SAP. Guercio was also a key member of the management team and a co-founder at Neovista, an early pioneer in data mining and predictive analytics. Additionally, he held the positions of director of sales and VP of professional services at Metaphor Computer Systems, one of the first data extraction solutions companies, which was acquired by IBM. During his career, Guercio also held executive positions at Resonate and SiGen.
3) Venture Capital funding to fund expansion-
It has closed $8 million in series D funding to further accelerate its growth and international expansion. The round was led by NextStage and included participation from existing investors XAnge Capital, Sofinnova Ventures, Saints Capital and Motorola Ventures.
This was done after John Ball had joined as CEO.
4) Continued kudos from analysts and customers for it's technical excellence.
KXEN was named a leader in predictive analytics and data mining by Forrester Research (1) and was rated highest for commercial deployments of social network analytics by Frost & Sullivan (2)
Also it became an alliance partner of Accenture- which is also a prominent SAS partner as well.
In Database Optimization-
In KXEN V5.1, a new data manipulation module (ADM) is provided in conjunction with scoring to optimize database workloads and provide full in-database model deployment. Some leading data mining vendors are only now beginning to offer this kind of functionality, and then with only one or two selected databases, giving KXEN a more than five-year head start. Some other vendors are only offering generic SQL generation, not optimized for each database, and do not provide the wealth of possible outputs for their scoring equations: For example, real operational applications require not only to generate scores, but decision probabilities, error bars, individual input contributions – used to derive reasons of decision and more, which are available in KXEN in-database scoring modules.
Since 2005, KXEN has leveraged databases as the data manipulation engine for analytical dataset generation. In 2008, the ADM (Analytical Data Management) module delivered a major enhancement by providing a very easy to use data manipulation environment with unmatched productivity and efficiency. ADM works as a generator of optimized database-specific SQL code and comes with an integrated layer for the management of meta-data for analytics.
KXEN Modeling Factory- (similar to SAS's recent product Rapid Predictive Modeler http://www.sas.com/resources/product-brief/rapid-predictive-modeler-brief.pdf and http://jtonedm.com/2010/09/02/first-look-rapid-predictive-modeler/)
KXEN Modeling Factory (KMF) has been designed to automate the development and maintenance of predictive analytics-intensive systems, especially systems that include large numbers of models, vast amounts of data or require frequent model refreshes. Information about each project and model is monitored and disseminated to ensure complete management and oversight and to facilitate continual improvement in business performance.
Schedule: creation of the Analytic Data Set (ADS), setup of how and when to score, setup of when and how to perform model retraining and refreshes …
Report: Monitormodel execution over time, Track changes in model quality over time, see how useful one variable is by considering its multiple instance in models …
Notification: Rather than having to wade through pages of event logs, KMF Department allows users to manage by exception through notifications.
Other products from KXEN have been covered here before https://decisionstats.wordpress.com/tag/kxen/ , including Structural Risk Minimization- https://decisionstats.wordpress.com/2009/04/27/kxen-automated-regression-modeling/
Thats all for the KXEN update- all the best to the new management team and a splendid job done by Roger Haddad in creating what is France and Europe's best known data mining company.
Note- Source – http://www.kxen.com
Author Ajay OhriPosted on September 14, 2010 Categories AnalyticsTags analysts, Analytics, applications, apps, automate, bi, Business, business intelligence, Business Objects, ceo, code, cognos, computer, crm, Customer, data, data mining, Data set, Database, databases, decisionstats, easy, enterprise, enterprise software, environment, error, event, forrester, Forrester Research, founder, government, how to, IBM, images, intelligence, interview, john bell, kxen, management, manipulation, media, mining, model, modeling, module, network, predictive, predictive analytics, President, pricing, products, quality, reporting, research, roger haddad, SaaS, sales, SAP, scoring, scoring models, social media, Social network, software, Solution, source, sql, teams, US, use, Venture Capital, webLeave a comment on KXEN Update
SAS Scoring Accelerators
One of the most interesting SAS product launches of 2009. I am currently reading SAS Enterprise Miner and I am quite impressed – in fact we have a 1500 processor HPC cluster , besides access to Kraken, the 3 largest HPC in the world. It is interesting to see possible application uses for that. Of course I am currently fiddling with R based parallelized clustering on them.
SAS® Scoring Accelerator
Citation-
http://www.sas.com/technologies/analytics/datamining/scoring_acceleration/index.html
Quickly and accurately process and score analytic models built in SAS® Enterprise MinerTM
What is SAS® Scoring Accelerator?
SAS Scoring Accelerator translates and registers SAS Enterprise Miner models into database-specific functions to be deployed and then executed for scoring purposes directly within the database. SAS Scoring Accelerator is a separate product that works in conjunction with SAS Enterprise Miner.
Why is SAS® Scoring Accelerator important?
SAS Scoring Accelerator automates the movement of the model scoring processes inside the database. Faster deployment of analytic models means more timely results, enabling business users to make important business decisions. Better-performing models help ensure the accuracy of the analytic results you're using to make critical business decisions.
For whom is SAS® Scoring Accelerator?
SAS Scoring Accelerator is specifically for organizations that use SAS Enterprise Miner. It is designed for chief scoring officers and IT to score analytic models directly inside the database.
Achieve higher model-scoring performance and faster time to results.
Reduce data movement and latency.
Improve accuracy and effectiveness of analytic models.
Reduce labor costs and errors by eliminating model score code rewrite and model revalidation efforts.
Better manage, provision and govern data.
Export Utility:
Functions as a plug-in to SAS Enterprise Miner that exports the model scoring logic including metadata about the required input and output variables.
Publishing Client:
Automatically translates and publishes the model into C source code for creating the scoring function inside the database.
Generates a script of database commands for registering the scoring user-defined function (UDF) inside the database. Scoring UDFs are available to use in any SQL expression wherever database-specific built-in functions are typically used.
Supports a robust class of SAS Enterprise Miner predictive and descriptive models including the preliminary transformation layer.
SAS Scoring Accelerator interfaces with the following relational databases:
SAS® Scoring Accelerator for Teradata
SAS® Scoring Accelerator for Netezza
Author Ajay OhriPosted on November 19, 2009 Categories Analytics, SASTags enetrprise miner, netezza, scoring accelerator, scoring models, teradata3 Comments on SAS Scoring Accelerators
KNIME and Zementis shake hands
Two very good and very customer centric (and open source ) companies shook hands on a strategic partnership today.
Knime www.knime.org and Zementis www.zementis.com .
Decision Stats has been covering these companies and both the products are amazing good, synch in very well thanks to the support of the PMML standard and lower costs considerably for the consumer. (http://www.decisionstats.com/2009/02/knime/ ) and http://www.decisionstats.com/2009/02/interview-michael-zeller-ceozementis/ )
While Knime has both a free personal as well as a commercial license , it supports R thanks to the PMML (www.dmg.org initiative ). Knime also supports R very well .
See http://www.knime.org/blog/export-and-convert-r-models-pmml-within-knime
The following example R script learns a decision tree based on the Iris-Data and exports this as PMML and as an R model which is understood by the R Predictor node:
# load the library for learning a tree model
library(rpart);
# load the pmml export library
library(pmml);
# use class column as predicted column to build decision tree
dt <- rpart(class~., R)
# export to PMML
r_pmml <- pmml(dt)
# write the PMML model to an export file
write(toString(r_pmml), file="C:/R.pmml")
# provide the native R model at the out-port
R<-dt
Zementis takes the total cost of ownership and total pain of creating scored models to something close to 1$ /hour thanks to using their proprietary ADAPA engine.
Author Ajay OhriPosted on February 18, 2009 Categories AnalyticsTags ADAPA, cloud computing, data mining, KNIME, pmml, predictive analytics, R, scoring models, ZementisLeave a comment on KNIME and Zementis shake hands
As mentioned before, Zementis is at the forefront of using Cloud Computing ( Amazon EC2 ) for open source analytics. Recently I came in contact with Michael Zeller for a business problem , and Mike being the gentleman he is not only helped me out but also agreed on an extensive and exclusive interview.(!)
Ajay- What are the traditional rivals to scoring solutions offered by you. How does ADAPA compare to each of them. Case Study- Assume I have 50000 leads daily on a Car buying website. How would ADAPA help me in scoring the model ( created say by KXEN or , R or,SAS, or SPSS).What would my approximate cost advantages be if I intend to mail say the top 5 deciles everyday.
Michael- Some of the traditional scoring solutions used today are based on SAS, in-database scoring like Oracle, MS SQL Server, or very often even custom code. ADAPA is able to import the models from all tools that support the PMML standard, so any of the above tools, open source or commercial, could serve as an excellent development environment.
The key differentiators for ADAPA are simple and focus on cost-effective deployment:
1) Open Standards – PMML & SOA:
Freedom to select best-of-breed development tools without being locked into a specific vendor; integrate easily with other systems.
2) SaaS-based Cloud Computing:
Delivers a quantum leap in cost-effectiveness without compromising on scalability.
In your example, I assume that you'd be able to score your 50,000 leads in one hour using one ADAPA engine on Amazon. Therefore, you could choose to either spend US$100,000 or more on hardware, software, maintenance, IT services, etc., write a project proposal, get it approved by management, and be ready to score your model in 6-12 months�
OR, you could use ADAPA at something around US$1-$2 per day for the scenario above and get started today! To get my point across here, I am of course simplifying the scenario a little bit, but in essence these are your choices.
Sounds too good to be true? We often get this response, so please feel free to contact us today [http://www.zementis.com/contact.htm] and we will be happy show you how easy it can be to deploy predictive models with ADAPA!
Ajay- The ADAPA solution seems to save money on both hardware and software costs. Comment please. Also any benchmarking tests that you have done on a traditional scoring configuration system versus ADAPA.
Michael-Absolutely, the ADAPA Predictive Analytics Edition [http://www.zementis.com/predictive_analytics_edition.htm] on Amazon's cloud computing infrastructure (Amazon EC2) eliminates the upfront investment in hardware and software. It is a true Software as a Service (SaaS) offering on Amazon EC2 [http://www.zementis.com/howtobuy.htm] whereby users only pay for the actual machine time starting at less than US$1 per machine hour. The ADAPA SaaS model is extremely dynamic, e.g., a user is able to select an instance type most appropriate for the job at hand (small, large, x-large) or launch one or even 100 instances within minutes.
In addition to the above savings in hardware/software, ADAPA also cuts the time-to-market for new models (priceless!) which adds to business agility, something truly critical for the current economic climate.
Regarding a benchmark comparison, it really depends on what is most important to the business. Business agility, time-to-market, open standards for integration, or pure scoring performance? ADAPA addresses all of the above. At its core, it is a highly scalable scoring engine which is able to process thousands of transactions per second. To tackle even the largest problems, it is easy to scale ADAPA via more CPUs, clustering, or parallel execution on multiple independent instances.
Need to score lots of data once a month which would take 100 hours on one computer? Simply launch 10 instances and complete the job in 10 hours over night. No extra software licenses, no extra hardware to buy — that's capacity truly on-demand, whenever needed, and cost-effective.
Ajay- What has been your vision for Zementis. What exciting products are we going to see from it next.
Michael – Our vision at Zementis [http://www.zementis.com] has been to make it easier for users to leverage analytics. The primary focus of our products is on the deployment side, i.e., how to integrate predictive models into the business process and leverage them in real-time. The complexity of deployment and the cost associated with it has been the main hurdle for a more widespread adoption of predictive analytics.
Adhering to open standards like the Predictive Model Markup Language (PMML) [http://www.dmg.org/] and SOA-based integration, our ADAPA engine [http://www.zementis.com/products.htm] paves the way for new use cases of predictive analytics — wherever a painless, fast production deployment of models is critical or where the cost of real-time scoring has been prohibitive to date.
We will continue to contribute to the R/PMML export package [http://www.zementis.com/pmml_exporters.htm] and extend our free PMML converter [http://www.zementis.com/pmml_converters.htm] to support the adoption of the standard. We believe that the analytics industry will benefit from open standards and we are just beginning to grasp what data-driven decision technology can do for us. Without giving away much of our roadmap, please stay tuned for more exciting products that will make it easier for businesses to leverage the power of predictive analytics!
Ajay- Any India or Asia specific plans for the Zementis.
Michael-Zementis already serves customers in the Asia/Pacific region from its office in Hong Kong. We expect rapid growth for predictive analytics in the region and we think our cost-effective SaaS solution on Amazon EC2 will be of great service to this market. I could see various analytics outsourcing and consulting firms benefit from using ADAPA as their primary delivery mechanism to provide clients with predictive models that are ready to be executed on-demand.
Ajay-What do you believe be the biggest challenges for analytics in 2009. What are the biggest opportunities.
Michael-The biggest challenge for analytics will most likely be the reduction in technology spending in a deep, global recession. At the same time, companies must take advantage of analytics to cut cost, optimize processes, and to become more competitive. Therefore, the biggest opportunity for analytics will be in the SaaS field, enabling clients to employ analytics without upfront capital expenditures.
Ajay – What made you choose a career in science. Describe your journey so far.What would your advice be to young science graduates in this recessionary times.
Michael- As a physicist, my research focused on neural networks and intelligent systems. Predictive analytics is a great
way for me to stay close to science while applying such complex algorithms to solve real business problems. Even in a recession, there is always a need for good people with the desire to excel in their profession. Starting your career, I'd say the best way is to remain broad in expertise rather than being too specialized on one particular industry or proficient in a single analytics tool. A good foundation of math and computer science, combined with curiosity in how to apply analytics to specific business problems will provide opportunities, even in the current economic climate.
Zementis, Inc. is a software company focused on predictive analytics and advanced Enterprise Decision Management technology. We combine science and software to create superior business and industrial solutions for our clients. Our scientific expertise includes statistical algorithms, machine learning, neural networks, and intelligent systems and our scientists have a proven record in producing effective predictive models to extract hidden patterns from a variety of data types. It is complemented by our product offering ADAPA�, a decision engine framework for real-time execution of predictive models and rules. For more information please visit www.zementis.com
Ajay-If you have a lot of data ( GB�s and GB�s) , an existing model ( in SAS,SPSS,R) which you converted to PMML, and it is time for you to choose between spending more money to upgrade your hardware, renew your software licenses then instead take a look at the ADAPA from www.zementis.com and score models as low as 1$ per hour. Check it out ( test and control !!)
Do you have any additional queries from Michael ? Use the comments page to ask�.
Author ajayohriPosted on February 3, 2009 October 19, 2009 Categories Interviews, SASTags cloud computing, KNIME, modeling, pmml, R, scoring models, wpsLeave a comment on
How to do Logistic Regression
Logistic regression is a widely used technique in database marketing for creating scoring models and in risk classification . It helps develop propensity to buy, and propensity to default scores (and even propensity to fraud ) .
This is more of a practical approach to make the model than a theory based approach.(I was never good at the theory 😉 )
If you need to do Logistic Regression using SPSS, a very good tutorial ia available here
http://www2.chass.ncsu.edu/garson/PA765/logistic.htm
(Note -Copyright 1998, 2008 by G. David Garson.
Last update 5/21/08.)
For SAS a very good tutorial is here –
SAS Annotated Output
Ordered Logistic Regression. UCLA: Academic Technology Services, Statistical Consulting Group.
from http://www.ats.ucla.edu/stat/sas/output/sas_ologit_output.htm (accessed July 23, 2007).
For R the documentation (note :Still searching for R 's Logistic Regression ) is here
http://lib.stat.cmu.edu/S/Harrell/help/Design/html/lrm.html
lrm(formula, data, subset, na.action=na.delete, method="lrm.fit", model=FALSE, x=FALSE, y=FALSE, linear.predictors=TRUE, se.fit=FALSE, penalty=0, penalty.matrix, tol=1e-7, strata.penalty=0, var.penalty=c('simple','sandwich'), weights, normwt, …)
For linear models in R –
http://datamining.togaware.com/survivor/Linear_Model0.html
An extremely good book if you want to work with R , and do not have time to learn it is to use the GUI
rattle and look at this book
http://datamining.togaware.com/survivor/Contents.html
Author Ajay OhriPosted on July 23, 2008 Categories Analytics, SASTags Analytics, logistic regression, modeling, R, scoring models, softwares, SPSS2 Comments on How to do Logistic Regression
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Born into a family of geophysicists on Sakhalin Island in 1989, she began playing the piano and singing at the age of five. She graduated from the Gretchaninov Music School and continued her vocal and piano studies at the Moscow Conservatory. At 17 she came to international attention winning the Elena Obraztsova International Competition, and at 18 shared the concert stage with Juan Diego Flórez at the opening of the Rossini Opera Festival in Pesaro. In 2008 she began studying with tenor Dennis O'Neill in Cardiff, completing her training under Yvonne Kenny at London's Guildhall School. She has also attended masterclasses with Elena Obraztsova in St. Petersburg, Alberto Zedda in Pesaro and Thomas Quasthoff in Verbier. In 2009 she won first prize at the Mirjam Helin International Singing Competition in Helsinki and the following year she took first prize at the Paris International Opera Competition, the youngest entrant in each competition's history.
Opernwelt named her "Young Singer of the Year" in 2011 for her debut at La Monnaie in Brussels. In the following year she enjoyed an overwhelming success singing Rossini at the Victoires de la Musique Classique ceremony in Paris, sharing the gala stage with Renée Fleming, Natalie Dessay, Philippe Jaroussky and Nathalie Stutzmann, and appeared at the Salzburg Festival for the third consecutive season, singing Asteria in Handel's Tamerlano alongside Plácido Domingo and Bejun Mehta. Her 2012/13 season included European tours with Giovanni Antonini and Il Giardino Armonico, a concert tour of Handel's Il trionfo del tempo with René Jacobs and the Freiburg Baroque Orchestra, and concert performances of Handel's Alessandro at the Amsterdam Concertgebouw, Paris's Salle Pleyel and the Theater an der Wien in Vienna.
During 2014 she appeared in the First International Opera Festival "Opera Apriori" at Moscow State Conservatory, made her Australian debut, and toured extensively with a Handel programme throughout Europe. She made her Royal Opera House debut in June 2015, singing Zerlina in Mozart's Don Giovanni alongside Rolando Villazón as Don Ottavio, and reprises the role on the Royal Opera's tour of Japan in September 2015. She tours Europe with Siroe, Tamerlano and more Handel programmes October to December. In February 2016 she sings Desdemona in concert performances of Verdi's Otello at the Gran Teatre del Liceu, Barcelona and also gives a recital at the Théâtre des Champs-Elysées, Paris. May 2016 sees appearances in Così fan tutte at the Internationale Maifestspiele Wiesbaden and she returns to Australia in October, singing Handel with the Australian Chamber Orchestra under Richard Tognetti.
Julia Lezhneva became an exclusive Decca artist in 2011. Her first recording under the new contract, Alleluia, a coupling of baroque motets accompanied by Il Giardino Armonico under Giovanni Antonini, was released in March 2013, leading BBC Music Magazine to say: "She is like a sun that can't help but produce warmth and joy when she comes on stage." The recording won her a 2013 Echo Klassik Award for Best New Vocal Artist. Her collaboration with Max Emanuel Cencic on Handel's Alessandro led to a Complete Opera CD of the Year prize at the inaugural International Opera Awards in 2013, heralded as the opera world's own "Oscars". She joined Cencic again in November 2014 on the world premiere recording of Hasse's Siroe. The Guardian wrote: "Julia Lezhneva shows that it is possible to negotiate Hasse's vocal writing with stylishness and beauty of tone as well as accuracy." She brings the same qualities to a recording of youthful Handel arias, to be released in October 2015, with a selection of sacred and secular arias for the soprano voice, Lezhneva accompanied again by Il Giardino Armonico under the direction of Giovanni Antonini.

redpajama_set_name: RedPajamaCommonCrawl


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Please join our fantastic choir department on Thursday, October 12th for their Fall Concert in the Bonita Center for the Arts. The concert will start at 7:00 p.m., and will include both the San Dimas and Lonehill Choirs. This is your first opportunity to see this year's choir performers. Tickets are $7 for San Dimas and Lonehill students, and $10 general admission for all others. We will have flowers available to purchase for your special performer for $5.


As an emblem of authority in a Masonic Lodge, the mallet is invested with a good deal of interest. To those Companions and Brethren who want to know more, this paper is dedicated.
For our purposes here, the terms Mallet and Gavel are interchangeable, but in actual fact they are not.
The Freemason is taught in the course of the First Degree that the Mallet (here we use "Common Gavel") is an important instrument of labour, and learns at a later stage that it is an emblem by which a Master is invested with the authority to rule his Lodge. It is at once the first tool to be put in untrained hands of the apprentice, and a symbol of the highest office to which an apprentice may aspire when he has become a Master Mason, even to the office of Grand Master itself.
The Mallet generally has a round head, is a smaller cousin of the maul, but has a relatively large head and is one of the Working Tools of a Mark Master Mason. It is used with a chisel to dress the stone. Correctly speaking, a Gavel generally has a cylindrical head, with the handle in the middle, and is often used by Judges, Chairmen of meetings, etc to call order.
The Setting Maul would be familiar to all Master Masons. It is essentially a handle with a large padded end. The use of this tool is to knock or bump the stones into position without damaging them.
As the Sceptre is to the King or Queen, so is the Mallet to the Master.
On that night which should be the proudest night in his Masonic life when a brother is placed in the Chair of his Lodge, he is presented with the Gavel as an emblem of authority, and to allow him to keep order in his Lodge. The acceptance of the Gavel by a Master is an acknowledgement that the honour, the reputation of the Lodge is now in his keeping. It's an onerous responsibility indeed.
Whatever the form the Mallet may assume, or whatever material it is made of, the moral lessons to be drawn from it are the same, and whether wielded by the Master as a symbol of authority, or handled by an Entered Apprentice as a working tool, it is an emblem that illustrates the highest aims of our ancient Craft. Ref: William Harvey Anthology 1922 J.P: USGC E&D Task Force.
Comment It was not until I read this paper that it sank in to me that there were in fact THREE types of Mallets, each with a distinct purpose.
I now see that the Junior Warden could be using the Mallet when presenting the Working Tools in the Entered Apprentice Degree.
The Master most definitely the Common Gavel of authority, and stretching the tasks facing the Senior Warden, could or should be provided with the Setting Maul to keep us all in due bounds.
It never ceases to amaze me the lessons to be learned in our Spiritual Journey.


This is precisely why you choose to run for office and get elected. You're asking the people to let you be their voice. I don't think there is a more powerful and intense experience than the opportunity to be the voice of the 307 million people living in this country.
The good news is that parents are the leading influence on kids' decision not to drink alcohol.
If we finally chose as a country to take responsibility for the wars that we believe we must engage in, and rather than borrow money to exercise that authority to go to war, we actually pay for these wars, that would save us over a trillion dollars, because that's what we have spent in Iraq and Afghanistan – all through borrowed money.
I hate to say it but I think it has become very obvious that our system for devising trade agreements, so very important to this country's functioning around the world, has not only broken, but it has broken completely.
The Smithsonian museums are among this country's most endearing treasures and I look forward to helping maintain and enhance their coveted works of art.
As a regent, I hope to bring that important perspective of a typical family visitor in combination with my background as a Member of Congress and a proponent of the Smithsonian's efforts to reach all Americans.
Shame on me if I don't try to do more with what I have. It would be… a terrible thing to waste this opportunity to try to make a difference.
But 18 years after the passage of the Civil Liberties Act, there still remains unfinished work to completely rectify and close this regrettable chapter in our Nation's history.


It's good to see classic cult books are still the subject of lively book club discussion. Some may already be firm favourites of yours, but if you've yet to read any I urge you to seek them out. While they might not appeal to all, these influential books have a passionate following for good reason.
Autobiographies proved popular including the celebrated autobiography of Maya Angelou's childhood growing up with her grandmother in the American South in the 1930s and the moving cult memoir The Glass Castle.


Situated on the northeast tip of Mexico's Yucatán Peninsula, Cancún is a popular Caribbean tourist destination. Next to 14 miles of beaches, you'll find a wide variety of resorts, spas, clubs, and malls. It is an important renowned tourist destination in Mexico, as well as being the seat of the municipality of Benito Juárez. Cancún is located just north of Mexico's Caribbean coast resort band known as the Riviera Maya. Cancun is also a famed destination for students during college's spring break period.


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Apne TV 2022 Xem phần tiếp theo mới nhất về trang chủ của người Ấn Độ bằng tiếng Hindi
Qua Eva Elanor / Tháng Một 20, 2023 Tháng Một 20, 2023 / ứng dụng Android
A popular online entertainment channel that is extremely speedy and popular with viewers. The Apne TV is a great choice for anyone who wants to enjoy TV channels in Hindi, reality television shows in Bollywood, and Hollywood within 2020, in addition to allowing you to stream the material on the internet.
⬇ TẢI XUỐNG NGAY
If you want to watch TV while downloading channels, you can do so. On Apne TV movies, you will be able to watch the release of a huge name from the Crime Patrol case.
The Bollywood industry enjoys great popularity because of this site's ease of use.
Cũng ĐỌC: Thop Mod APk
It is a type of drama in which the characters are portrayed by Indian nationals and the scenes are broadcast on Indian television, most commonly in Hindi, Gujarati, Punjabi, Bengali, etc. Numerous dialects and English are blended in numerous instances.
Tên ứng dụng Apne TV 2022
sự thi công
Nhà xuất bản Apne TV
Cập nhật 2 ngày trước
làm thẳng
Phiên bản latest
sports_esports
Thông tin MOD Movies and dramas
truyền hình trực tiếp
Hum Log closed with 154 scenes, making it India's first Hindi serial. It has more than 2,000 scenes, and it still airs, making it the longest-running serial in the history of Indian TV.
Apne tv
Hindi serials can be viewed on a number of channels. Many TV channels are available, including Sony TV, Star Plus, Colors, Life OK, Zee TV, and more. In case you are familiar with Sony TV, some of its most famous shows are C.I.D., Crime Patrol, Ek duje ke vaste, Kuch Rang Pyar kay easy be, Power Couple, and others.
Those on Star plus, however, feature family dramas centered around the heroine; for instance, instance, example, Diya aur baati hum, Yeh Rishta kya kehlata hai. Balika Vadhu, Comedy Nights Bachao, as well as many Hindi serials are aired on Colors TV.
The most popular and best online TV channel is Apne TV. Among the popular TV shows you can watch and download are Crime Patrol, Kapil Sharma Show, Big Boss 10 and Colours TV.
Bollywood Hollywood will be available on line by 2020. In addition to English content, Apne TV also offers Hindi content, such as the latest Bollywood movies in HD 2020 for you to watch and download.
Frequently Ask Question:
What is the cost of Apne TV?
Apne TV does not cost you anything. Anyone can watch and download free movies and shows from this site whenever they want.
Are there any safety precautions I need to take when using ApneTv?
Apne Tv can be used securely with a proxy or VPN. Using It requires setting the location of another country that isn't restricted, since it is banned in India.
When viewing TV serials on ApneTV, do I have to register?
ApneTV does not require registration. However, you can get many features if you create a free account there. Options such as chat, episode notifications, etc. BuThere is no need to create an account in order to use it.


What else would look good in a modern minimalistic home however an summary canvas wall art. Art galleries in your city will only have a few items, they might also be more expensive as a result of there are gallery fees which are padded on the price of each paintings. Virtually any kind of canvas wall art may be paired with sconces that will look excellent when displayed as a grouping.
Purchase small or giant canvas up to date art prints of Tuscany, wine, still life, landscapes, flowers, french nation. Look at the colour of other things within the room like your rug, throw pillows, duvet, and different decor accents. Consider how colours in this room will stand out when direct sunlight pours into the room, or on a day when skies are gray or overcast.
You can implement all your adorning ideas with none restrictions or limitations. Most people simply have a single painting or cling a number of smaller paintings to cover a huge wall. You can also choose canvas prints on paper which you could also frame to make them look more presentable.
Metal Wall Artwork: Metallic wall artwork presents a chance to point out a little more persona and creativity by means of the medium of fantastically-crafted artwork items. Alongside modern art and wall hangings, wall stickers are a straightforward, playful addition to your own home.
These are 5 ideas for turning your original paintings in reproducible effective artwork giclee prints. Giant canvas artwork units can remedy designing issues resembling decorating a large wall, lengthy office corridors, a staircase, or properties and building lobbies with excessive ceilings.


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New season opens with Naughton gem
Published: 11:30 Saturday 11 February 2017
Bill Naughton's comic masterpiece Spring and Port Wine is the opening play of the Little Theatre's 2017 Season.
Gil Burns in in the directors seat, after co-directing the hugely successful dance extravaganza Stepping Out, last season.
Naughton's play harks back to the great Lancashire comedies such as Hobson's Choice and Hindle Wakes.
Rafe Crompton rules his wife, Daisy, and their four children with a rod of iron, but the tide is turning.
Florence has found love with a sheet metal worker; Hilda wants to stay out late like the other girls, and Wilf and Harold have their hearts set on a place of their own.
Hilda finally throws down the gauntlet when she refuses to eat the herring served to her at dinner, with unexpected and far-reaching consequences for the whole family!
Gil Burns tells us that rehearsals are going brilliantly, and she's grown especially fond of her talented cast!
Richard Brook, last seen alongside Gil, in Anne Boleyn, plays the patriarch, Rafe.
Trish Ellis, who has starred in many Little Theatre productions, plays his long-suffering wife Daisy.
Max Anderson, who featured in The Addams Family and The Accrington Pals, at Todmorden, plays Harold, whilst Chico Kerouac, who was in A Christmas Carol and All My Sons at the Little Theatre, plays Wilfred.
Florence is played by Phoebe Hillgarth, who will be familiar to Little Theatre audiences having given many fine performances, and who is currently poster girl for the season.
Hilda is played by Megan Gault, who was seen previously in the Little Theatre production of The Accrington Pals, in 2014.
Arthur is played by Matt Parker, who appeared in The Vicar of Dibley and The Accrington Pals at the Hippodrome last year.
Children's TV favourites Sam and Mark tour to Square Chapel
Matt last appeared at the Little Theatre ten years ago.
Last, but not least, Betsy Jane is played by theatre stalwart, Hannah Stow.
Spring and Port Wine runs from Monday-Saturday, February 20-25, 7.30pm, with a Saturday matinee at 2.30pm.
Book tickets online at www.hblt.co.uk. Click on 'Theatre Tickets' and choose the 'Buy Tickets Online' option on the drop down menu.
Tickets can also be purchased in person at Innovation in Hebden Bridge.
lWe said in the previous edition of WOW 24/7 we would run an interview with Shazia Mirza this week ahead of her performance at Hebden Bridge Little Theatre on Friday, March 10.
The interview will now run in the next edition on Thursday, February 16.


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/ Lessons from the frontline …
Lessons from the frontline of mental health and leprosy
Ruth and Bishnu from TLM Nepal are responsible for supporting persons affected by leprosy with their mental wellbeing, both in the community and at Anandaban Hospital. Here they share some of the lessons they've learnt from the frontline of mental health care for persons affected by leprosy.
A leprosy diagnosis can cause mental health problems that weren't there before
There's so much stigma that surrounds leprosy. It is very hard for a person to be told they have leprosy and it can be very difficult for people to accept themselves after that. It starts them on a difficult journey of telling family members and their community. They know that each time they tell someone, they risk stigma and rejection.
Even if a person decides not to tell anyone and to keep the news a secret, this privacy and hiding can take a toll on a person.
The treatment for leprosy (Multi Drug Therapy) can cause skin colour to darken, as well. In communities across Nepal, this darkening of the skin is perceived negatively and can lead to further stigma.
Amidst all of these worries, it is no wonder that a person's mental health is damaged. This is even more true when that person loses their support networks because their family has isolated them and they no longer have people to whom they can turn for support.
People often aren't aware of 'mental health' and it's better not to name it
When we talk to patients about their mental health we try to avoid the term 'mental health' altogether. Many patients don't understand the term and it makes them feel uncomfortable, which makes it harder to talk to them. Instead, we ask questions to find out if patients are struggling with sleep, if they find that they want to be alone, or if they are quicker to anger and frustration than they were before.
We also check whether they are having, or have had any, negative thoughts, suicidal thoughts, feeling of helplessness, low self-esteem, or worries about the future. We determine whether this is behaviour that has developed after being diagnosed with leprosy.
As we go through this process, we sometimes come to realise that a person is in need of more than basic counselling and would benefit from the support of a psychiatrist. However, this can cause problems, as well. When patients are told that we are arranging for them to see a psychiatrist, they can look at us with fear. They worry that, as well as the leprosy diagnosis, they have been diagnosed with something else that can be just as stigmatising.
Through our work we have seen that mental health has not always been easy to talk about, which is why we have increased our mental health training. On World Mental Health Day in October, we worked on a small awareness raising campaign amongst the patients and staff at Anandaban Hospital. There is still a long way to go, but we will continue to talk about mental health. Even if we don't always use this term, we make them aware that mental health is as important as physical health.
Collecting more data is key for us as we move forward
As we work with patients on their mental health, we go through an NHS Scotland wellbeing screening tool with them. The tool asks questions that help us to understand how a person is feeling without asking them directly about mental health.
We are using this tool at Anandaban Hospital and within the community. It has been invaluable in helping us to collect data about patients wellbeing. This data will allow us to direct resources, perfect referral pathways, and help us to train appropriate numbers of project workers to provide counselling support. In time, we will publish this data in a paper that we hope will inform other leprosy programmes who wish to grow their mental health support.
This work is growing – it's important
Most of the leprosy patients we encounter have mild and moderate level mental health problems rather than sever ones. Most struggle because they can't participate in the community and they can't enjoy their lives as they had.
Those patients who need extra support will be referred for psychiatric care, but most need psychosocial support to empower them to handle their situation. It is important to listen, understand, and provide comfort because many people isolate themselves after a leprosy diagnosis because of low self-esteem.
We have big plans to grow this work in the future. We are planning to train more project workers to offer counselling support, such as peer support through a psychosocial support group. We are also hoping to connect more people affected by leprosy so that they can talk to one another about the mental health challenges they are facing.
We believe these counselling interventions are going to have a big impact in Nepal. We are trying to work on an effective mental health support system for leprosy patients in the community and at Anandaban Hospital.


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Canadian legend Chapter III: 'Making up for 10 long, lost years'
Created: Monday, 30 November 2015 15:44
Written by Eric Walberg Эрик Вальберг/ Уолберг إيريك والبرغ
The constitutionally guaranteed rights of Aboriginal Peoples in Canada are not an inconvenience but rather a sacred obligation. Our futures are inextricably intertwined. When I say that we must complete the unfinished work of Confederation, I mean that Canada needs a renewed, nation-to-nation relationship with Aboriginal communities.
Not a month into his reign, and Justin's problems are rushing to meet him. The ogre was not only on Parliament Hill, but on a much higher mountain top, one that stretches around the globe, creating a very complex geopolitical map.
The French suicide bombing killing 129 on November 13 was immediately called "terrorist" and was indeed nasty, but is really a revenge match in the Great Games series in which France has been one of the stars. The latest chapter in that saga began, appropriately, at a football match between Crusaders France and Germany, ratcheting up the global temperature in the West. A kind of political global warming, which deniers insist is caused by a few nasties who must be ruthlessly killed, even if it means killing thousands of innocents.
This has been the traditional policy of the ogres on high, who are dull but have lots of very nasty weapons, and only disdain for their native peoples, never understanding why they get the odd firecracker under their seats. They have been terrorizing the world for centuries, so it's hardly surprising that the victims should go for revenge, however lamentable this may be.
The worldwide outcry was only because the victims were French white folks. 44 people were killed in Beirut the day before and no cries of outrage were heard in western news headlines. 80 Palestinians gunned down in the previous week, ditto.
Justin's personal realm is calm, and while sympathetic to the French, he refuses to take the road of vengeance. Instead, he sees the best way to fight the terrorists avenging western bombing of Syria is to ... stop bombing! And better yet, provide a haven for tormented Syrians, with his vow to welcome 25,000 Syrian refugees. Take the wind out of ISIS sails.
Canada's colonial heritage festers
However, this sensible approach is running into snags. Some Indigenous Canadian leaders see millions suddenly going to help poor Arabs from across the globe, and wonder if their sorry state will continue to be ignored in Trudeau's own backyard. Aboriginal communities rank a miserable 63rd in per capita income in the world, versus Canada's 8th position.
Dakota Tipi First Nation Chief Dave Pashe says it's frustrating to see the government prioritize refugees over First Nations people, who need work and housing too. He was shocked when he was elected to see most of his young people not finishing Grade 12. He asked the Manitoba government for funding, however the cupboard was bare. "But they have all kinds of money to bring in refugees from all other countries. The governments are sending the wrong message to native people by doing that."
Pashe can rest assured with the overthrow of the ogre. Ten years ago under Trudeau's Liberal predecessor Paul Martin, before Pashe's reign, the Kelowna Accord was signed, a nation-to-nation collaborative plan to close the inequality gap with Indigenes, but then Harper came to power, and Kelowna was gone. The few policies issued under Harper were acts of "political theatre and the illusion of progress", Trudeau told the Assembly of First Nations General Assembly in July.
Trudeau told Canada's founding peoples of "the urgent need for a renewed relationship between the federal government and Indigenous Peoples in Canada. One built on trust, recognition and respect for rights." He said the failed relationship between the Crown and Aboriginal Peoples is the result of "generations of political leaders at all levels".
Harper worked hard to outdo his predecessors in cynicism. The head of the Assembly of First Nations (AFN) Perry Bellegarde was particularly pleased to see him go, as last January Harper had greeted the new chief of Canada's First Nations with a stony silence on Bellgarde's complaint about the Conservatives' education bill, and his request that Harper launch an inquiry into murdered and missing Indigenous women.
Justin knows about the natives' long, heroic resistance to the injustices of colonialism. He knows about their culture, where Nature is sacred, and has come to respect and honour them. Even before besting the ogre in October, he committed his government to set things straight with Canada's founding nations. He vowed
*To sign the UN Declaration on the Rights of Indigenous Peoples of 2007, which Harper refused to sign.
*To revised Harper's draconian security Bill C-51, which Indigenous Peoples saw as threatening them as "terrorist" when they stand up for their rights.
*To implement the Truth and Reconciliation Report (TRR) on native issues, including language, education, health, housing, and special funds for CBC.
*To set up a Reconciliation Framework based on the TRR, which will include mechanisms to resolve grievances associated with historical treaties and modern land-claims agreements.
*To repeal Harper's changes to the Elections Act which make it harder for Indigenous Peoples to exercise their right to vote.
*To ensure all natives have access to safe drinking water within five years.
*To launch an inquiry into missing and murdered indigenous women and girls.
Justin's new band includes a record eight Indigenes, with Hunter Tootoo as Fisheries Minister. In the 2011 elections, there were four Conservative native MPs. This time none, and with the two NDPers, that makes a historic ten on Parliament Hill.
One of the TRR demands was for the Catholic Church to apologize for the spiritual, cultural, emotional, physical and sexual abuse of First Nations, Métis and Inuit children at Catholic-run schools. Before he was toppled, the Protestant ogre met with Pope Francis, the kindly Great White Father in Rome, but made no mention of this sorry chapter. What will our Catholic hero do?
Canadians arm with terrorism silver bullet
The ogre's band are not happy about the new alliance with Canada's founding nations, nor with the Trudeau's 'smart policy' against terrorism. Candice Bergen, Conservative MP for Portage-Lisgar, Manitoba, condemned Justin's call to Obama canceling Canadian bombing in Syria and restricting Canadian involvement there to troop training and humanitarian aid, arguing that bombing is necessary to achieve peace (sic). Pashe is in Bergen's riding, and shot back that she should come to visit his community and other First Nations in the constituency before she casts stones.
Fears have been raised especially in Justin's own native Quebec over the Syrian policy, pointing to terrorist attacks last year by 2 radical Quebec citizens protesting Canada's earlier bombing of Syria. The ogre was even forced to hide in his prime ministerial closet when shots were heard a few metres from his lair.
We should not fear criticizing France for its sordid colonial past and ongoing killing of Syrians. Canada will not attract such vengeance. The trick, as Trudeau pointed out to his own colonial victims--the First Nations, is to make up for past crimes of "generations of political leaders", and establish a relationship "built on trust, recognition and respect for rights." A lesson from our young hero to his French colleague.
As for a silver bullet, the only way to fight ISIS responsibly is to do the right thing, and expose their policy of violence as bad for Muslims, bad for everyone. Already thousands of communities across the country have pledged to sponsor Syrian families and are busy hosting fundraisers. Port Elgin, a town of 12,500 in Bruce County Ojibway lands, is sponsoring two families. Quebec City, a stronghold of the ogre's remnants on Algonquian lands, is nonetheless taking 200 families, braving the ogre's naysayers loudly petitioning to cancel the goodwill gesture.
Terry Nelson, Grand Chief of the Southern Chiefs Organization, says Manitoba's plans to bring refugees in from other countries should not be impacted by events in Europe. "There's been an invitation for 2,500 Syrian people to be here in Winnipeg," he said. "They should not be judged by a small minority of people that are terrorists. We live in the greatest country in the world. The most peaceful country in the world. We are blessed."
Writes Jennifer Tsun (Eagle Watch) reflecting Justin's dilemma: "What don't some people get about living in the 'global village'? What affects one will affect others. France is bombing Syria. France, always a colonial power, is very active plundering northern African nations such as Niger. Why should we run to their defence? [Because] Indigenous people understand this Connectedness intuitively based on their teaching that we are all related."
Justin wants to do the right thing on the world stage and at the same to satisfy his own people. The path is strewn with pitfalls. Let's hope our young hero can avoid them.
For Canadian legend Chapter IV: Goodbye Canada, Hello Harperland


text:
Home / Posts tagged "Bangladesh"
Cardinals Visit a Bangladesh Rohingya Refugee Camp
They also met with a relief agency, government officials and refugee family members who hail from Burma and the Philippines. The cardinals met government officials, relief agency personnel as well...
Angelina Jolie Visits Rohingya Muslim Camps in Bangladesh
Angelina Jolie saddened by the status of Muslim Rohingya refugees On Tuesday, The Hollywood superstar's visit was part of the United Nations effort to raise $920 million as support for the refugees. After...
UN Will Recruit Interpreters and Midwives to Persuade Rohingya Women to Use Birth Control
Refugees want large families to survive Human rights groups have complained that a campaign led by Nadja Wolfe of World Youth Alliance (WYA) expressed her concern that the United Nations Population...
Annual Report on Religious Freedom Released
U.S. ally Saudi Arabia is included in the persecuted countries list. . Brownback said that "we're all people with beautiful and undeniable human dignity. Our lives are sacred. Our right...
Pope Francis Continues World Tour With Bangladesh
Via video screenshot Bangladesh Was Next Stop After Controversial Visit To Myanmar Pope Francis landed in Dhaka, the capital city of Bangladesh, yesterday. He was greeted at the airport by the Bangladeshi...
New Flood of Rohingya Muslims Fleeing Ethnic Cleansing
Rohingya refugees are crossing over to Bangladesh. on October 9. They were fleeing due to fears of violence and starvation. The United Nations has described the exodus as ethnic cleansing....
Mass Hindu Grave Discovered
Hindus were reputedly killed by ARSA, the militant wing of the Muslim Rohingyas. The Myanmarese allegedly found those bodies in mass graves. As per information released by the Myanmar army, the bodies...
Bangladesh Leader Says Islam Won't Be Official Religion for Much Longer
Years after it was made into an Islamic nation, Bangladeshi leaders have officially announced that the nation will move to become a secular state. Formerly known as East Pakistan, Muslim majority...
Exiled Bangladeshi Author: "Do Not Say Islam is a Religion of Peace"
Exiled Bangladeshi author Taslima Nasreen lashes out at Islam on Twitter Taslima Nasreen, the Bangladeshi author who has been living in exile since 1994 due to death threats from radical Islamists,...
Bangladesh Rejects Petition; Islam to be Official Religion
Bangladesh court ruled against dissolving Islam as State Religion. On Monday, the Bangladesh High Court rejected a petition that was filed by a group of 15 noted personalities in Bangladesh. According...


text:
Instagram and WhatsApp are now officially called 'from Facebook'
August 3, 2019 by Zeal
Instagram and WhatsApp undergo a "rebranding". From now on they get a new name where the name of parent company Facebook will be central. The apps are renamed 'Instagram from Facebook' and 'Whatsapp from Facebook'.
The new names will be shown in app stores and in the apps themselves, although they will not be displayed on the home screen of users' phones. "We want to be clearer about the products and services that are part of Facebook," says a Facebook spokesperson.
In recent years, the social network has been plagued by numerous scandals, mostly with regard to user privacy and security issues, while Whatsapp and Instagram remained relatively crisis-free.
Facebook initially granted the teams behind the apps a relatively large autonomy, but Facebook is now trying to gain more control over the applications and that does not always go smoothly. The co-founders of Instagram and Whatsapp have already stepped up in recent years.
According to the rumors because the tensions between them and Mark Zuckerberg were too high. The Facebook CEO would, after all, be driving towards an ever-increasing integration of the various services. After all, Facebook has now also developed an ambitious long-term plan that should allow users to send messages between the various apps and the Facebook messaging app Messenger.
There is also an antitrust investigation by the US Federal Trade Commission above Facebook. That will focus at least in part on the acquisition of apps such as Instagram and Whatsapp and on whether these acquisitions were anti-competitive. Closer integration may be an attempt to avert antitrust measures.
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End of crisis? Agreement in Sudan on transitional government
'Dirty Dancing': passion on and off the dance floor


Antique Radio Forums • View topic - Crosley 9-102 Dial Color ?
Crosley 9-102 Dial Color ?
Post subject: Crosley 9-102 Dial Color ?
i am re restoring this crosley 9-102 b/c it was an absolute mess under the hood.
to no surprise, the person who restored it painted the metal dial jet black and did a runny mess of a paint job to say the least.
i stripped it down to the bare metal and i am ready to paint it.
somehow, when it was black, that color just did not look right behind the numbers.
so, my question is, what color is the metal dial plate ?
pics on the internet really did not help and i am tossed up between dark brown and black.
there is a lot of spacing between the numbers on the dial glass, so the appropriate color is important.
Post subject: Re: Crosley 9-102 Dial Color ?
I have one on the shelf in my basement. I will pull the chassis tonight and get you a pick.
So it appears to be either a faded black or charcoal grey. I cleaned the back plate and wet, it is definitely a black tone - no brown whatsoever. Also, the second pic is with my magnifier lamp - it is a very subtle crinkle paint. For an vintage look, I personally would go with a flat charcoal color and hit it lightly.
wouldn't ya know it ...the day i get a reply... .
since i needed to finish up the project today, i painted it a very dark flat brown.
i like the deep brown much better since it blends in very nicely with the tone of the cabinet. the cabinet and most of the dial is of brown/gold colors.
for whatever reason, a black tone (especially the JET black) that someone painted on it before me, looked just "not right".
the best way i could explain seeing the black in there behind the numbers would be the same as having a beautiful picture of a trail in the forest and the picture frame would be of purple color.
mine needed a new speaker. i installed a 4x6 that was from a 50L6 tube. it has nice audio from the 7B5 (6v6 loktal).
this guy needed to be done b /c i have one more project to do, which is a Detrola 572. that will be the final set for the summer. i will be closing up shop for the fall/holidays/winter for any full restorations. as it happens every year this time, i just enjoy doing other things from now to next late spring.
i will post pics when i can to this thread and my original thread about buying a restored radio.
thanks again for the efforts.
Well, just happened to be on today and posted my need on the Sparton 537 dial glass. I saw your post with no reply and thought - I know where mine is in the basement with all the other projects. Do you have a Sparton 537? LOL.
no, i have no sparton anything .
isn't it amazing how it all sometimes just does not work out ?
i guess it is why we have the word "irony".
on the serious note, thanks again for your efforts.


This is the Raptor-4G RP-100 fuel system for the 1994-1998 12V P-Pump Cummins. This system mounts to the frame rail using the supplied sandwich plate mounting system. The suction line connects to the factory suction fitting on top of the fuel module. The pressure side connects directly into the side of the fuel filter housing on the engine block. These pumps are internally regulated and do not require a return line. This is a 100GPH (Gallon Per Hour) fuel system for stock fuel trucks. Check out our installation manual for a list of parts that are included with this kit.


Alton Douglas is the best-selling author of over three dozen books on the West Midlands and surrounding areas but, in another life, he was a professional comedian for twenty years. Encouraged by the success of his first humorous book, "Shocking Nonsense!", he's been at it again! With more of Clive Hardy's hilarious illustrations, Alton is proud to present "A Load of Nonsense!".


SAN DIEGO--August 16, 2011--Kyocera International, Inc. announced today that it has established a North American Business Development Services and Planning function. The group will be led by Mr. Thomas H. Bliss, Jr., who joined the company in May, bringing over 20 years and $25 billion in transaction experience. Under the leadership of Mr. Bliss, the new group will focus on maximizing revenue growth through holistic business development, technology licensing, cross-selling and acquisitions.
Kyocera International, Inc., with six wholly-owned subsidiaries, is the North American headquarters and holding company for Kyoto, Japan-based Kyocera Corporation.
Kyocera Corporation (NYSE:KYO, http://www.kyocera.com), the parent and global headquarters of the Kyocera Group, was founded in 1959 as a producer of advanced ceramics. By combining these engineered materials with metals and plastics, and integrating them with other technologies, Kyocera has become a leading supplier of solar power generating systems, telecommunications equipment, printers, copiers, electronic devices, semiconductor packages, cutting tools and industrial components. During the year ended March 31, 2011, the company's net sales totaled 1,267 billion yen (approx. $15.3 billion), with net income of 172 billion yen (approx. $2.1 billion).2 Kyocera is ranked #604 on Forbes magazine's 2011 "Global 2000" listing of the world's largest publicly traded companies.
1 At June 30, 2011 (exchange rate: 81 yen to the dollar).
2 Exchange rate: 83 yen to the dollar.


Hamilton IP Law is a dedicated Intellectual Property Boutique firm with offices in Davenport and Iowa City, Iowa, primarily serving Eastern Iowa and Western Illinois. Let our highly-skilled attorneys help you with your Patent, Trademark, Copyright, or Licensing needs.
so he's already right there when I started explaining my invention.
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text:
Q: Why an iptables NAT does not happen in the network namespace separated transparent proxy setup? I'm trying to setup transparent proxying networks on my host.
Real Client and Proxy targets are containters but in this experiment
I use netns (network namespace) separated envinroment.
To redirect client traffic to proxy transparently, I use policy routing.
 Client (C)         Proxy (P)
 10.10.1.1/24      10.10.2.1/24
     veth0             veth0
      |                 |
   veth pair         veth pair
      |                 |
  -----------(HOST)--------------
 client-veth0       proxy-veth0
 10.10.1.2/24      10.10.2.2/24
      |                 |            172.16.202.30
      +-----------------+-------------- enp4s0 ---- INTERNET

# Policy Routing on Host
# [Client->Proxy]
# ip rule:  from 10.10.1.0/24 iif client-veth0 lookup 100
# ip route: (100) default via 10.10.2.1 dev proxy-veth0
# [Proxy->Internet]
# ip route: (master) default via 172.16.202.1 dev enp4s0 proto static metric 100
# iptables: -t nat -A POSTROUTING -s 10.10.1.1/32 -o enp4s0 -j MASQUERADE
# [Internet->Proxy]
# ip rule:  from all to 10.10.1.0/24 iif enp4s0 lookup 100
# ip route: (100) default via 10.10.2.1 dev proxy-veth0
# [Proxy->Client]
# ip rule:  from all to 10.10.1.0/24 iif proxy-veth0 lookup 101
# ip route: (101) default via 10.10.1.1 dev client-veth0

Problem is, When I ping 8.8.8.8 from Client, within client netns, source ip masquerading does not happen.
iptables masquerade rule does not match and defaults to ACCEPT .
I expect that tcpdump on enp4s0 shows 172.16.202.30 --> 8.8.8.8, but it shows 10.10.1.1 --> 8.8.8.8, without source IP masquerading.
I recorded pcap on internet line to clarify SNAT does not occur. client_to_goolge is recorded from separate machine outside enp4s0:
$ tcpdump -r client_to_google -n
reading from file client_to_google, link-type EN10MB (Ethernet)
23:35:40.852257 IP 10.10.1.1 > 8.8.8.8: ICMP echo request, id 14867, seq 1, length 64
23:35:41.865269 IP 10.10.1.1 > 8.8.8.8: ICMP echo request, id 14867, seq 2, length 64

When I checked on iptables mangle table, packets flows by given policy:
  PREROUTING: client-veth0, 10.10.1.1 --> 8.8.8.8
  POSTROUTING: proxy-veth0, 10.10.1.1 --> 8.8.8.8
  PREROUTING: proxy-veth0, 10.10.1.1 --> 8.8.8.8
  POSTROUTING: enp4s0, 10.10.1.1 --> 8.8.8.8

However, when I change masquerade rule on proxy-veth0 out interface, like this iptables: -t nat -A POSTROUTING -s 10.10.10.1/32 -o proxy-veth0 -j MASQUERADE, masquerading happens. That is
10.10.2.2 --> 8.8.8.8 packets are captured.
Chain POSTROUTING (policy ACCEPT 0 packets, 0 bytes)
num   pkts bytes target     prot opt in     out     source               destination
...
11       0     0 MASQUERADE  all  --  *      enp4s0  10.10.1.1            0.0.0.0/0
12       1    84 MASQUERADE  all  --  *      proxy-veth0  10.10.1.1            0.0.0.0/0

Above table shows that rule #11 enp4s0 output condition did not trigger. Rule #12 was inserted after several test with rule #11. Rule #12 shows that proxy-veth0 output condition did trigger. Are there any differences between enp4s0 master nic and proxy-veth0 virthual interface with iptables?
Any comments will be appreciated deeply,
Thank you.

A: I have to assume that the transparent proxy is acting as a router, at least for ICMP, so will route back the ICMP echo where it came from (veth0).
Finding the problem
When reproducing your setup and witnessing your problem, I added a TRACE on the host using iptables (legacy, which might have slight differences with iptables-nft's version) like this (I also forced the creation of the filter table (iptables -S) to have it in the traces):
iptables -t raw -A PREROUTING -j TRACE

And a single ping shows in kernel logs (hint, if host isn't the actual initial host: sysctl -w net.netfilter.nf_log_all_netns=1):
TRACE: raw:PREROUTING:policy:2 IN=client-veth0 OUT= MAC=66:f2:08:79:d0:df:be:1e:05:c1:c1:4b:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=7200 DF PROTO=ICMP TYPE=8 CODE=0 ID=3508 SEQ=1
TRACE: nat:PREROUTING:policy:1 IN=client-veth0 OUT= MAC=66:f2:08:79:d0:df:be:1e:05:c1:c1:4b:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=7200 DF PROTO=ICMP TYPE=8 CODE=0 ID=3508 SEQ=1
TRACE: filter:FORWARD:policy:1 IN=client-veth0 OUT=proxy-veth0 MAC=66:f2:08:79:d0:df:be:1e:05:c1:c1:4b:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=63 ID=7200 DF PROTO=ICMP TYPE=8 CODE=0 ID=3508 SEQ=1
TRACE: nat:POSTROUTING:policy:2 IN=client-veth0 OUT=proxy-veth0 MAC=66:f2:08:79:d0:df:be:1e:05:c1:c1:4b:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=63 ID=7200 DF PROTO=ICMP TYPE=8 CODE=0 ID=3508 SEQ=1
TRACE: raw:PREROUTING:policy:2 IN=proxy-veth0 OUT= MAC=16:c9:3c:d4:ad:8c:8a:84:06:5d:88:e2:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=62 ID=7200 DF PROTO=ICMP TYPE=8 CODE=0 ID=3508 SEQ=1
TRACE: filter:FORWARD:policy:1 IN=proxy-veth0 OUT=enp4s0 MAC=16:c9:3c:d4:ad:8c:8a:84:06:5d:88:e2:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=61 ID=7200 DF PROTO=ICMP TYPE=8 CODE=0 ID=3508 SEQ=1

At the same time, having conntrack -E running on the host shows the matching:
# conntrack -E
    [NEW] icmp     1 30 src=10.10.1.1 dst=8.8.8.8 type=8 code=0 id=3508 [UNREPLIED] src=8.8.8.8 dst=10.10.1.1 type=0 code=0 id=3508

What happened:

*

*conntrack (which handles NAT) doesn't care about routes (eg: there's no interface in the conntrack database), only about addresses,

*the nat table will only see packets in NEW states,

*the time when conntrack added a NEW entry in its database was when the packet was routed from client-veth0 to proxy-veth0: not matching the POSTROUTING rule,

*the second round when routing from proxy-veth0 to enp4s0 the packet matched an entry in conntrack and the nat table was not called again,

*packet leaves to Internet non-NATed.

Since this conntrack's limitation hindered some use cases in the past, like yours, an additional feature was added:
conntrack zones

A zone is simply a numerical identifier associated with a network
  device that is incorporated into the various hashes and used to
  distinguish entries in addition to the connection tuples.
[...]
This is mainly useful when connecting multiple private networks using
  the same addresses (which unfortunately happens occasionally) to pass
  the packets through a set of veth devices and SNAT each network to a
  unique address, after which they can pass through the "main" zone and
  be handled like regular non-clashing packets and/or have NAT applied a
  second time based f.i. on the outgoing interface.

It allows to sort-of duplicate the conntrack facility, including NAT handling, but has to be done manually and match the problem: here the routing topology.
So here the client <-> proxy traffic, in conntrack's point of view, must be split from other traffic.
I would have preferred to also split the proxy <-> Internet traffic from the generic host traffic, but this is too difficult, because the raw table, where zones must be assigned to a packet, sees only the non-de-NATed traffic, so Internet replies will all arrive with destination 172.16.202.30). Anyway There's no duplicated flow here between both like with the client <-> proxy flow, so that's not really needed.

*

*zone 0 (0 means no special zone): generic host traffic
along with proxy <-> Internet traffic.
Nothing special to do, this is the default.

*zone 1: client <-> proxy traffic. The CT --zone target is used. The value here is chosen arbitrarily and not needed anywhere else for this case.
iptables -t raw -A PREROUTING -i client-veth0 -j CT --zone 1
iptables -t raw -A PREROUTING -i proxy-veth0 -d 10.10.1.0/24 -j CT --zone 1

The correct results (I merged both tools' outputs) are now:
TRACE: raw:PREROUTING:rule:2 IN=client-veth0 OUT= MAC=4e:e7:2f:3f:a3:6c:4a:b9:40:66:60:32:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=58185 DF PROTO=ICMP TYPE=8 CODE=0 ID=4079 SEQ=1
TRACE: raw:PREROUTING:policy:4 IN=client-veth0 OUT= MAC=4e:e7:2f:3f:a3:6c:4a:b9:40:66:60:32:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=58185 DF PROTO=ICMP TYPE=8 CODE=0 ID=4079 SEQ=1
TRACE: nat:PREROUTING:policy:1 IN=client-veth0 OUT= MAC=4e:e7:2f:3f:a3:6c:4a:b9:40:66:60:32:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=64 ID=58185 DF PROTO=ICMP TYPE=8 CODE=0 ID=4079 SEQ=1
TRACE: filter:FORWARD:policy:1 IN=client-veth0 OUT=proxy-veth0 MAC=4e:e7:2f:3f:a3:6c:4a:b9:40:66:60:32:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=63 ID=58185 DF PROTO=ICMP TYPE=8 CODE=0 ID=4079 SEQ=1
TRACE: nat:POSTROUTING:policy:2 IN=client-veth0 OUT=proxy-veth0 MAC=4e:e7:2f:3f:a3:6c:4a:b9:40:66:60:32:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=63 ID=58185 DF PROTO=ICMP TYPE=8 CODE=0 ID=4079 SEQ=1
    [NEW] icmp     1 30 src=10.10.1.1 dst=8.8.8.8 type=8 code=0 id=4079 [UNREPLIED] src=8.8.8.8 dst=10.10.1.1 type=0 code=0 id=4079 zone=1
TRACE: raw:PREROUTING:policy:4 IN=proxy-veth0 OUT= MAC=86:c8:4b:5f:16:fc:ba:76:80:0f:20:7d:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=62 ID=58185 DF PROTO=ICMP TYPE=8 CODE=0 ID=4079 SEQ=1
TRACE: nat:PREROUTING:policy:1 IN=proxy-veth0 OUT= MAC=86:c8:4b:5f:16:fc:ba:76:80:0f:20:7d:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=62 ID=58185 DF PROTO=ICMP TYPE=8 CODE=0 ID=4079 SEQ=1
TRACE: filter:FORWARD:policy:1 IN=proxy-veth0 OUT=enp4s0 MAC=86:c8:4b:5f:16:fc:ba:76:80:0f:20:7d:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=61 ID=58185 DF PROTO=ICMP TYPE=8 CODE=0 ID=4079 SEQ=1
TRACE: nat:POSTROUTING:rule:1 IN=proxy-veth0 OUT=enp4s0 MAC=86:c8:4b:5f:16:fc:ba:76:80:0f:20:7d:08:00 SRC=10.10.1.1 DST=8.8.8.8 LEN=84 TOS=0x00 PREC=0x00 TTL=61 ID=58185 DF PROTO=ICMP TYPE=8 CODE=0 ID=4079 SEQ=1
    [NEW] icmp     1 30 src=10.10.1.1 dst=8.8.8.8 type=8 code=0 id=4079 [UNREPLIED] src=8.8.8.8 dst=172.16.202.30 type=0 code=0 id=4079
TRACE: raw:PREROUTING:policy:4 IN=enp4s0 OUT= MAC=5e:e8:0c:bf:96:d9:b2:e7:bc:df:1f:8e:08:00 SRC=8.8.8.8 DST=172.16.202.30 LEN=84 TOS=0x00 PREC=0x00 TTL=62 ID=12099 PROTO=ICMP TYPE=0 CODE=0 ID=4079 SEQ=1
TRACE: filter:FORWARD:policy:1 IN=enp4s0 OUT=proxy-veth0 MAC=5e:e8:0c:bf:96:d9:b2:e7:bc:df:1f:8e:08:00 SRC=8.8.8.8 DST=10.10.1.1 LEN=84 TOS=0x00 PREC=0x00 TTL=61 ID=12099 PROTO=ICMP TYPE=0 CODE=0 ID=4079 SEQ=1
 [UPDATE] icmp     1 30 src=10.10.1.1 dst=8.8.8.8 type=8 code=0 id=4079 src=8.8.8.8 dst=172.16.202.30 type=0 code=0 id=4079
TRACE: raw:PREROUTING:rule:3 IN=proxy-veth0 OUT= MAC=86:c8:4b:5f:16:fc:ba:76:80:0f:20:7d:08:00 SRC=8.8.8.8 DST=10.10.1.1 LEN=84 TOS=0x00 PREC=0x00 TTL=60 ID=12099 PROTO=ICMP TYPE=0 CODE=0 ID=4079 SEQ=1
TRACE: raw:PREROUTING:policy:4 IN=proxy-veth0 OUT= MAC=86:c8:4b:5f:16:fc:ba:76:80:0f:20:7d:08:00 SRC=8.8.8.8 DST=10.10.1.1 LEN=84 TOS=0x00 PREC=0x00 TTL=60 ID=12099 PROTO=ICMP TYPE=0 CODE=0 ID=4079 SEQ=1
TRACE: filter:FORWARD:policy:1 IN=proxy-veth0 OUT=client-veth0 MAC=86:c8:4b:5f:16:fc:ba:76:80:0f:20:7d:08:00 SRC=8.8.8.8 DST=10.10.1.1 LEN=84 TOS=0x00 PREC=0x00 TTL=59 ID=12099 PROTO=ICMP TYPE=0 CODE=0 ID=4079 SEQ=1
 [UPDATE] icmp     1 30 src=10.10.1.1 dst=8.8.8.8 type=8 code=0 id=4079 src=8.8.8.8 dst=10.10.1.1 type=0 code=0 id=4079 zone=1

Here a single first packet from a new flow triggers twice iptables' nat table, the first time with no effect. Actually conntrack considers there are two flows, because the first flow has the additional attribute zone=1.

A: This is normal iptables NAT behavior. Testing right now with tcpdump, I use three virtual machines, on every virtual machine i set SNAT rule
vm1(10.10.1.1) ---> vm2(10.10.2.2) ---> vm3(1.2.3.4) (public ip address)
Then I try ping 8.8.8.8 from 10.10.1.1, run tcpdump on all three machines and results was next:
on vm2 10.10.1.1 ---> 8.8.8.8
on vm3 10.10.2.2 ---> 8.8.8.8
In theory if I have vm4 i would see 1.2.3.4 ---> 8.8.8.8
Could You please show your proxy config?
Boris

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