When false, generates results from both summarized data and data that is not summarized. Recall that tstats works off the tsidx files, which IIRC does not store null values. tot_dim) AS tot_dim2 from datamodel=Our_Datamodel where index=our_index by Package. The median hourly wage for models was $20. so here is example how you can use accelerated datamodel and create timechart with custom timespan using tstats command. After constructing the model, we need to estimate its parameters. authentication where earliest=-48h@h latest=-24h@h] |. XS: Access - Total Access Attempts | tstats `summariesonly` count as current_count from datamodel=authentication. Avg works with numbers. From what I know, tstats uses datamodels and data model objects in the same way. src_category. MySQL Workbench. We can use | tstats summariesonly=false, but we have hundreds of millions of lines, and the performance is better with. Censoring (statistics) In statistics, censoring is a condition in which the value of a measurement or observation is only partially known. Ports by Ports. src_port Object1. Data modeling tools help organizations understand how their data can be grouped and organized — and how it relates to larger business initiatives. 06-18-2018 05:20 PM. | eval myDatamodel="DM_" . 1. Starting from raw data, we will show the steps needed to estimate a statistical model and to draw a diagnostic plot. -- collect stats for all columns for better performance ANALYZE TABLE US. living_off_the_land_filter is a empty macro by default. As a result, we schedule this to run hourly with a 24h window (based on event time: _time) but. timestamp. exe” is the actual Azorult malware. When I try to download the file my computer opens the doc with Krita (digital painting app) and idk how to change it. It supports objects, classes, inheritance and other object-oriented elements, but also supports data types, tabular structures and more–like in a relational data model. 0, these were referred to as data. Here is a basic tstats search I use to check network traffic. message_type. You can view, manage, and extend the model using the Microsoft Office Power Pivot for. A statistical model is a mathematical relationship between one or more random variables and other non-random variables. That's the reason, I am not able to add a new dataset (of root event) to this datamodel. tag) as tag from datamodel=Network_Traffic. Finally, Section 8. authentication where earliest=-24h@h latest=+0s | appendcols [| tstats `summariesonly` count as historical_count from datamodel=authentication. an accelerated data model • Only raw events – can’t accelerate a data model based on searches, or with transaction, or etc. A Data Model is a new approach for integrating data from multiple tables, effectively building a relational data source inside the Excel workbook. [ search [subsearch content] ] example. A data model is a hierarchically-structured search-time mapping of semantic knowledge about one or more datasets. While stats takes 0. The logs must also be mapped to the Processes node of the Endpoint data model. In fact, it is the only technique we use in the Palo Alto Networks App for Splunk because of the sheer volume of data and just how much faster this technique is over the others. src,Authentication. On the Searches, Reports, and Alerts page, you will see a ___ if your report is accelerated. If you run the datamodel command by itself, what will Splunk return? all the data models you have access to. I have an alert which uses a tstats accelerated data model search to look for various types of suspicious logins. . What Have We Accomplished Built a network based detection search using SPL • Converted it to an accelerated search using tstats • Built effectively the same search using Guided Search in ES for those who prefer a graphical tool Built a host based detection search from Sigma using SPL • Converted it to a data model search • Refined it to. Data presentation is an extension of data cleaning, as it involves arranging the data for easy analysis. 3 (189 reviews) Beginner · Specialization · 3 . About the importance of explaining predictions. Additionally, you can add location coordinates to your analyses. Scipy. "Web" | stats count by action returns three rows (action, blocked, and unknown) each with significant counts that sum to the hundreds of thousands (just eyeballing, it matches the number from |tstats count from. 1. The ‘tstats’ command is super effective for datamodel searches, and to build correlation searches in Enterprise Security Suite etc. To find malicious IP addresses in network traffic datamodel This search will look across the network traffic datamodel using the sunburstIP_lookup files we referenced above. With the implementation of Statistics, a Statistical Model forms an illustration of the data and performs an analysis to conclude an association amid different variables or exploring inferences. DNS. action | stats sum (eval (if (like ('Authentication. In versions of the Splunk platform prior to version 6. Splunk Administration. – Karl Pearson. action', "failure. Statistics is a mathematical subject that collects, organizes, analyzes, and interprets data. Dear Experts, Kindly help to modify Query on Data Model, I have built the query. , the average heights of children, teenagers, and adults). |tstats count summariesonly=t from datamodel=Network_Resolution. Mark as New; Bookmark Message; Subscribe to Message; Mute Message;Buy now Try SPSS Statistics for free. I’ve tried opening w/ Adobe by going onto my file. field2. The ones with the lightning bolt icon highlighted in. The oceans were the hottest ever recorded in 2022. データモデル (Data Model) とは データモデルとは「Pivot*で利用される階層化されたデータセット」のことで、取り込んだデータに加え、独自に抽出したフィールド /eval, lookups で作成したフィールドを追加することも可能です。 ※ Pivot：SPLを記述せずにフィールドからレポートなどを作成できる. name. As we did before, we can quickly compute the correlation matrix:. If we wanted an alert, we could save the search after adding the where command and be notified when new domains are found. Statistical modeling and fitting. |tstats summariesonly=t count FROM datamodel=Network_Traffic. The above query returns the average of the field foo in the "Buttercup Games" data model acceleration summaries, specifically where bar is value2 and the value of baz is greater than 5. Given that only a subset of events in an index are likely to be associated with a data model: these ADM files are also much smaller, and contain optimized information specific to the datamodel they belong to; hence, the faster search speeds. List of fields required to use this analytic. In standard mode you can now apply prestats to tstats searches over data model datasets. name="hobbes" by a. Web" where NOT (Web. List of fields required to use this analytic. -Evan Esa . Shot-level heatmaps of every hole at Torrey Pines South. It outlines data flow and database content. Network Resolution (DNS) The fields and tags in the Network Resolution (DNS) data model describe DNS traffic, both server:server and client:server. SAS® In-Memory Statistics Find insights in big data with a single environment that moves you quickly through each phase of the analytical life cycle. Learn more about the MS-DS program at1228 P. Calculate the model results to the data points in the validation data set. ; Machine Learning: Machine. XS: Access - Total Access Attempts | tstats `summariesonly` count as current_count from datamodel=authentication. stats import norm n = norm. And Machine Learning is the adoption of mathematical and or statistical models in order to get customized knowledge about data for making foresight. JMP, data analysis software for Mac and Windows, combines the strength of interactive visualization with powerful statistics. 10-24-2017 09:54 AM. The application of statistical modeling to raw data helps data scientists approach data analysis in a strategic manner. Generalized Estimating Equations. Introduction. It aggregates the successful and failed logins by each user for each src by sourcetype by hour. doc So you can use below query. Here's a simplified version of what I'm trying to do: | tstats summariesonly=t allow_old_summaries=f prestats=t. process) as command FROM datamodel="Application_State" where (host=venus OR The search head. 7,727,905 reported COVID-19 deaths. This very simple case-study is designed to get you up-and-running quickly with statsmodels. You can dynamically generate these meaning you can add and remove fields to the data model until you get it right. , who compared PLS-DA MVA with support vector machines (SVM) for. name . tstats summariesonly=t count from datamodel="Email" by All_Email. 1. It outlines data flow and database content. The fields in the Malware data model describe malware detection and endpoint protection management activity. the result is this: and as you can see it is accelerated: So, to answer to answer your question: Yes, it is possible to use values on accelerated data. app_typeMalware data model is 100% completed. Alternatively, we can add | where isOutlier=1 to return only the new domains. Additionally, the transaction command adds two fields to the raw. If the stats command is used without a BY clause, only one row is returned, which is the aggregation over the entire incoming result set. Heya I’m looking for the textbook above in a pdf version. In Splunk, a data model abstracts away the underlying Splunk query language and field extractions that makes up the data model. objectname" would use datamodels the same way as the Splunk documentation describes how pivot uses them(I believe). Linear Mixed Effects Models. token | search count=2. Hi, I need a top count of the total number of events by sourcetype to be written in tstats(or something as fast) with timechart put into a summary index, and then report on that SI. Unit 6 Study design. Difference between Network Traffic and Intrusion Detection data models通常の統計処理を行うサーチ (statsやtimechartコマンド等)では、サーチ処理の中でRawデータ及び索引データの双方を扱いますが、tstatsコマンドは索引データのみを扱うため、通常の統計処理を行うサーチに比べ、サーチの所要時間短縮を見込むことが出来. At this point, we matched IIS fields to the Web data model. Ports data model, and split by process_guid. Note: A dataset is a component of a data model. Here are four ways you can streamline your environment to improve your DMA search efficiency. The Endpoint data model is for monitoring endpoint clients including, but not limited to, end user machines, laptops, and bring your own devices (BYOD). OLS. Experience Seen: in an ES environment (though not tied to ES), a | tstats search for an accelerated data model returns zero (or far fewer) results but | tstats allow_old_summaries=true returns results, even for recent data. process) from datamodel = Endpoint. In statistics, classification is the problem of identifying which of a set of categories (sub-populations) an observation (or observations) belongs to. This book is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. The Endpoint data model replaces the Application State data model, which is deprecated as of software version 4. | eval datamodel="Change"] [| tstats prestats=t summariesonly=t count from datamodel=Vulnerabilities by index sourcetype | eval datamodel="Vulnerabilities"] [| tstats prestats=t summariesonly=t count from datamodel=Malware by index sourcetype | eval datamodel="Malware"] [| tstats prestats=t summariesonly=t count from. src_ip| tstats `summariesonly` count from datamodel=Change where nodename=All_Changes. I repeated the same functions in the stats command. It is a method for removing bias from evaluating data by employing numerical analysis. DesignInfo. "Web" | stats count by action returns three rows (action, blocked, and unknown) each with significant counts that sum to the hundreds of thousands (just eyeballing, it matches the number from |tstats count from datamodel. And we will have. splunk. over to a search that leverage tstats and the Network Traffic datamodel that shows the count of blocked traffic per day for the past 7 days due to the large volume of network events | tstats count AS "Count of Blocked Traffic" from datamodel=Network_Traffic where (nodename =. The following list contains the functions that you can use to perform mathematical calculations. True or False: The tstats command needs to come first in the search pipeline because it is a generating command. Section 8. I could do stats on root event in my 2 . For example: tstats count(foo) from "datamodelname. The fields in the Web data model describe web server and/or proxy server data in a security or operational context. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and/or professional experience in computer science, information science, mathematics, and statistics. EDIT: The below search suddenly did work, so my issue is solved! So I have two searches in a dashobard, but resulting in a number: | tstats count AS "Count" from datamodel=my_first-datamodel (nodename = node. The threshold is set at 0. Now, when i search via the tstats command like this: | tstats summariesonly=t latest(dm_main. Kindly help to modify Query on Data Model, I have built the query. The lines of code below fits the univariate linear regression model and prints a summary of the result. 11-15-2020 02:05 AM. I can see the count field is populated with data but the AvgResponse field is always blank. To do this, you identify the data model using FROM datamodel=<datamodel-name>: | tstats avg(foo) FROM datamodel=buttercup_games WHERE bar=value2 baz>5. BusinessHoursDS. This detection was designed to identify suspicious spawned processes of known MS office applications due to macro or malicious code. All_Risk. The attractive electrostatic force between the point charges +8. This clause is used as a filter. Statistical modeling refers to the data science process of applying statistical analysis to datasets. Linear Regression. Advanced statistical procedures help ensure high accuracy and quality decision making. Quantitative. 0, these were referred to as data model objects. A data model then abstracts/maps multiple such datasets (and brings hierarchy) during search-time . Statistical modeling methods [ 1–17] are widely used in clinical science, epidemiology, and health services research to analyze and interpret data obtained from clinical trials as well as observational studies of existing data sources, such as claims files and electronic health records. Getting started. Which option used with the data model command allows you to search events? (Choose all that apply. test_IP . Linear Regressions. I repeated the same functions in the stats command that I use in tstats and used the same BY clause. |tstats summariesonly=true count from datamodel=Authentication where earliest=-60m latest=-1m by _time,Authentication. v all the data models you have access to. erwin Data Modeler. Asset Lookup in Malware Datamodel. Data modeling is an iterative process that should be repeated and refined as business needs change. Study with Quizlet and memorize flashcards containing terms like What command type is allowed before a transforming command in an accelerated report? (A) Non-streaming command (B) Centralised streaming command (C) Distributable streaming command, What is the proper syntax to include if you want to search a data model acceleration summary. and then do normal stats but this way you won't be able to leverage the acceleration of summaries. Inefficient – do not do this) Wait for the summary indexes to build – you can view progress in Settings > Data models. . ref. Regression with Discrete Dependent Variable. The Power of tstats tstats summariesonly = t values (Processes. Normalize process_guid across the two datasets as “GUID”. You can't pass custome time span in Pivot. Each statistical test is presented in a consistent way, including: The name of the test. Amazon Link. It allows the user to filter out any results (false positives) without editing the SPL. The setting you’re configuring just determines. 1 Statistical Inference: Motivation Statistical inference is concerned with making probabilistic statements about ran-dom variables encountered in the analysis of data. Either you are using older version or you have edited the data model fields that is why you do not see new fields after upgrade. Statistics are then evaluated on the generated clusters. By default, the tstats command runs over accelerated and. If the datamodel is accelerated, you can use summariesonly=t to only search the accelerated data: |tstats summariesonly=t count from datamodel=mydatamodel where (nodename=mydatamodel. Microsoft Excel was the best data analysis tool when it was created, and remains a competitive one today. For example, your data-model has 3 fields: bytes_in, bytes_out, group. Probability distributions. Unit 4 Modeling data distributions. Network_IDS_Attacks Could someone point out to me what is it I'm doing wrong?Statistics and probability 16 units · 157 skills. One of the fundamental activities in statistics is creating models that can summarize data using a small set of numbers, thus providing a compact description of the data. Save snippets that work from anywhere online with our extensionsA data model is a hierarchically structured search-time mapping of semantic knowledge about one or more datasets. Stats: Data and Models uses technology, innovative strategies and a sense of humor to help you think critically about data while maintaining its core concepts, coverage and readability. Note that you maybe have to rewrite the searches quite a bit to get the desired results, but it should be possible. Getting started. Regression analysis. Fitting models to data. What is predictive analytics? Predictive analytics is a branch of advanced analytics that makes predictions about future outcomes using historical data combined with statistical modeling, data mining techniques and machine learning. Data presentation can also help you determine the best way to present the data based on its arrangement. A total of seven metal concentration measurements were made on each topsoil sample; the metals analyzed in this study include Arsenic (As), Cadmium (Cd), Chromium (Cr), CopperIf you specify only the datamodel in the FROM and use a WHERE nodename= both options true/false return results. I'm just unsure if the usage for both is the same because to me, it seems like. However, in a security context, attackers who have gained unauthorized access to a system may also use this command in an effort to erase tracks, or to cause disruption and denial of service. 5. Create the development, validation and testing data sets. Generalized Linear Mixed Effects Models. Bureau of Labor Statistics, Occupational Employment and Wage Statistics. S. ER/Studio. Companies employ predictive analytics to find patterns in this data to identify risks and opportunities. 12. fieldname - as they are already in tstats so is _time but I use this to groupby. Here, you can use descriptive statistics tools to summarize the data. price as "Sales" by apac. 5. dest) AS dest_count from datamodel=Malware. from datamodel=mydatamodel. conf. For example, suppose your search uses yesterday in the Time Range Picker. 6, size=1000) ks_2samp(r, n) >>> Ks_2sampResult(statistic=0. VendorCountry , and. A statistical model can be used or not, but primarily EDA is for seeing what the data can tell us beyond the formal modeling and thereby contrasts. Generalized Additive Models (GAM) Robust Linear Models. Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. Much like metadata, tstats is a generating command that works on:Statistical functions (. e. Here are several model types:In the paper: “Statistical Modeling: The Two Cultures”, Leo Breiman — developer of the random forest as well as bagging and boosted ensembles — describes two contrasting approaches to modeling in statistics: Data Modeling: choose a simple (linear) model based on intuition about the data-generating mechanism. This article is a practical introduction to statistical analysis for students and researchers. stats, but are more restrictive in the shape of the arrays. 1656 = 22. Yesterday,. This “accelerates” (speeds up) searches on that data as Splunk just uses the values directly from the index files, rather than having to retrieve the raw events for the search. conf/. | tstats count from datamodel=Web. * AS * I only get either a value for sensor_01 OR sensor_02, since the latest value for the other. conf and transforms. Put that in your data model, and pivot/tstats queries will be superfast|tstats summariesonly=true count from datamodel=Authentication where earliest=-60m latest=-1m by _time,Authentication. Depending on the properties of Σ, we have currently four classes available: GLS : generalized least squares for arbitrary covariance Σ. They are, however, found in the "tag" field under the children "Allowed_Malware. Statistics is a very large area, and there are topics that are out of. Therefore, | tstats count AS Unique_IP FROM datamodel="test" BY test. c the search head and the indexers. With so much data, your SOC can find endless opportunities for value. Syntax: summariesonly=. 05-17-2021 05:56 PM. Solved: I am trying to search the Network Traffic data model, specifically blocked traffic, as follows: | tstats summariesonly=truedata model. We would like to show you a description here but the site won’t allow us. | tstats summariesonly dc(All_Traffic. Hi, I am trying to get a list of datamodels and their counts of events for each, so as to make sure that our datamodels are working. Which fields should I leave in the search (after tstats) and which fields should I map to the data model (so that I can retrieve them with tstats)?Skills you'll gain: Data Analysis, Machine Learning, Probability & Statistics, Regression, Data Model, Exploratory Data Analysis, General Statistics, Statistical Analysis, Business Analysis, Business Intelligence, Data Mining. The “ink. For example, suppose a study is conducted to measure the impact of a drug on mortality rate. action, All_Traffic. Fig 6: Snapshot of various methods and routines available with Scipy. Graph data modeling. Detect Rare Actions II Over The Time Period, Has Anyone Done X More Than Usual (Using Inter-Quartile Range Instead of Standard Deviation) <datasource>If a data model exists for any Splunk Enterprise data, data model acceleration will be applied as described In Accelerate data models in the Splunk Knowledge Manager Manual. and then do normal stats but this way you won't be able to leverage the acceleration of summaries. app,. What is the proper syntax to include if you want to search a data model acceleration summary called "mydatamodel" with tstats? within "mydatamodel" search IN(datamodel=mydatamodel) from datamodel=mydatamodel by datamodel=mydatamodel. . src_user . Use nodename. use prestats and append Topic 3 – Data Model Acceleration Understand data model acceleration Accelerate a data model Use the datamodel command to search data models Topic 4 – Using the tstats Command Explore the tstats command Search acceleration summaries with tstats Search data models with tstats Compare tstats and stats AboutSplunk Education6. The SPL above uses the following Macros: security_content_summariesonly. So how do we do a subsearch? In your Splunk search, you just have to add. Other than the syntax, the primary difference between the pivot and tstats commands is that pivot is designed to be. Mathematical functions. The summary statistics such as mean, standard deviation, and confidence interval for the MPOX cases have been given in Supplementary Table 3. 2022 was the sixth-warmest year since records began in 1880. 1. We are using ES with a datamodel that has the base constraint: (`cim_Malware_indexes`) tag=malware tag=attack. When you have the data-model ready, you accelerate it. Please try below; | tstats count, sum(X) as X , sum(Y) as Y FROM. When you use a time modifier in the SPL syntax, that time overrides the time specified in the Time Range Picker. However, you can rename the stats function, so it could say max (displayTime) as maxDisplay. cpu_user_pct) AS CPU_USER FROM datamodel=Introspection_Usage GROUPBY _time host. Now we can search with stats and tstats and compare their run times. transaction Description. For tstats/pivot searches on data models that are based off of Virtual Indexes, Splunk Analytics for Hadoop uses the KV Store to verify if an acceleration summary file. Just to mention a few, with the stats sub-module you can perform different Chi-Square tests for goodness of fit, Anderson-Darling test, Ramsey’s RESET test, Omnibus test for normality, etc. Examples. Data presentation. 1 introduces the concept of a probabilistic statistical model . 4. A statistical model is a mathematical representation (or mathematical model) of observed data. 2. The functions must match exactly. Statistical services may respond to suchFinalize and validate the data model. Identifying data model status. title eval the new data model string to be used in the. x has some issues with data model acceleration accuracy. What it does: It executes a search every 5 seconds and stores different values about fields present in the data-model. In recent years, very powerful classification and predictive methods have been developed in this area. from datamodel=mydatamodel. The indexed fields can be from indexed data or accelerated data models. Glossary of Statistical Terms You can use the "find" (find in frame, find in page) function in your browser to search the glossary. Which option used with the data model command allows you to search events? (Choose all that apply. That's important data to know. Communicator. In this article. Definition of Statistics: The science of producing unreliable facts from reliable figures. If this reply helps you, Karma would be appreciated. Run the second tstats command (notice the append=t!) and pull out the command line (Image), destination address, and the time of the network activity from the Endpoint. This video will focus on how a Tstats query is written and how to take a normal. by Malware_Attacks. The basic univariate statistics that summarize the contamination data associated with the analyzed metals (for all 360 topsoil samples) are given in Section 3. Entry Level Price: $1,200. Check datamodel definition to see the data type for the field Latency whether it's a number or string. For more details, Please take a look on the Splunk documentation page. Solved: Hi, I am looking to create a search that allows me to get a list of all fields in addition to below: | tstats count WHERE index=ABC by index,On Monday, June 21st, Microsoft updated a previously reported vulnerability (CVE-2021-1675) to increase its severity from Low to Critical and its impact to Remote Code Execution. Usage Of STATS Functions [first() , last() ,earliest(), latest()] In Splunk. Basic use of tstats and a lookup. Note here that the datamodel does not provide file version, we are specifically just looking for where this process is running across the fleet. df int or float. Y = X β + μ, where μ ∼ N ( 0, Σ). v search. Since some of our Authentication log sources are in the cloud, logs are ingested in batches, sometimes with several hours of delay. Description. user. exe" and a process that includes /c, which runs a command. You can also search all events in a data model with the from command. Just as grammar provides the rules and structure necessary for clear and effective communication, statistics provides the framework and tools necessary for clear and effective scientific research. It helps you collect the right data, perform the correct analysis, and effectively present the results with statistical. The issue is some data lines are not displayed by tstats or perhaps the datamodel is not taking them in? This is the query in tstats (2,503 events) | tstats summariesonly=true count(All_TPS_Logs. So if I use -60m and -1m, the precision drops to 30secs. action=blocked OR All_Traffic. * as * dest_nt_domain as user_domain: Remove datamodel from field names and rename. And hence not able to accelarate as it is having a combination of rex,evals and transaction commands which might be streaming in my case (Im not sure) Chapter 29: At Quizlet, we’re giving you the tools you need to take on any subject without having to carry around solutions manuals or printing out PDFs! Now, with expert-verified solutions from Stats: Data and Models 4th Edition, you’ll learn how to solve your toughest homework problems. Statistical classification. You can also search against the specified data model or a dataset within that datamodel. And src_user field inherit from Account_Management root node. This blog will go through an easy, cut through, step by step procedure on how to create a custom search while leveraging the CIM data model. Statistics allows scientists to collect, analyze, and interpret data, enabling them to draw. field”) is slow. During the conceptual phase, most people sketch a data model on a whiteboard. Find the sign and magnitude of the charge Q Q. csv file contents look like this: contents of DC-Clients. scheduler Because this DM has a child node under the the Root Event. by Malware_Attacks. The journal aims to be the major resource for statistical modelling, covering both methodology and practice. The shutdown command can be utilized by system administrators to properly halt, power off, or reboot a computer. 08-01-2023 09:14 AM. dest) as dest from datamo. 4. Start your glorious tstats journey. In fact, it is the only technique we use in the Palo Alto Networks App for Splunk because of the sheer volume of data and just how much faster this technique is over the others. Removing the last comment of the following search will create a lookup table of all of the values. Any thoug. If you’re ever confused as to how to turn your data model search into a tstats version, one trick is to recreate the equivalent of your search in the Datasets (Pivot). 3. Markov Chains. I’ve used this same approach to easily drop RFC1918 addresses out of searches when I’m looking for external address activity in a log type or datamodel. f_test. Tags used with the Web event datasetsAt first, it might look like a relational model. | tstats summariesonly=false. | tstats prestats=t max (object. Big Data Modeling and Management. tot_dim) AS tot_dim1 last (Package. What would the consequences be for the Earth's interior layers?An Addon (TA) does the Data interpretation, classification, enrichment and normalisation. I'm trying to search my Intrusion Detection datamodel when the src_ip is a specific CIDR to limit the results but can't seem to get the search right. 1 model_lin = sm. The accelerated data model (ADM) consists of a set of files on disk, separate from the original index files. The architecture of this data model is different. tsidx Thanks in advance. Is the datamodel accelerated? If it is not then tstats summariesonly=true will find nothing because it only looks at DM summarizations (the result of acceleration). 849 seconds to complete, tstats completed the.