# Latest **URL:** https://forum.datacebo.com/latest.md?page=3 [Latest](https://forum.datacebo.com/latest.md) · [Categories](https://forum.datacebo.com/categories.md) · [Tags](https://forum.datacebo.com/tags.md) **Page:** 4 --- ## [SDV Enterprise Version 0.14.1](https://forum.datacebo.com/t/sdv-enterprise-version-0-14-1/372)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 0\ **Last updated:** [July 11, 2024, 4:00am UTC](https://forum.datacebo.com/t/sdv-enterprise-version-0-14-1/372 "2024-07-11T04:00:00Z")
Release Notes: July 11, 2024 In this patch release, we’ve fixed some bugs related to constraints and library dependencies. We’ve also added some utility functions for early-stage, alpha testing. --- ## [Does the tool have the capability to support generation of FHIR or other HL7 v2 or CCDA resources in the absence of training data?](https://forum.datacebo.com/t/does-the-tool-have-the-capability-to-support-generation-of-fhir-or-other-hl7-v2-or-ccda-resources-in-the-absence-of-training-data/221)
**Author:** [@ecastaner](https://forum.datacebo.com/u/ecastaner)\ **Replies:** 0\ **Last updated:** [July 2, 2024, 12:32am UTC](https://forum.datacebo.com/t/does-the-tool-have-the-capability-to-support-generation-of-fhir-or-other-hl7-v2-or-ccda-resources-in-the-absence-of-training-data/221 "2024-07-02T00:32:11Z")
@giovanni.circo please feel free to add any other information you think is relevant Thanks --- ## [SDV and SQL Dump file](https://forum.datacebo.com/t/sdv-and-sql-dump-file/216)
**Author:** [@epicvu](https://forum.datacebo.com/u/epicvu)\ **Replies:** 3\ **Last updated:** [June 27, 2024, 8:20pm UTC](https://forum.datacebo.com/t/sdv-and-sql-dump-file/216 "2024-06-27T20:20:44Z")
Hi, It’s been a while! I am currently working on a module that generates SDV metadata from .sql structure dump file. I was wondering if you guys were working on something similar or it wasn’t in the picture at the momen… --- ## [Generating complex relationships in multi-table data](https://forum.datacebo.com/t/generating-complex-relationships-in-multi-table-data/212)
**Author:** [@giovanni.circo](https://forum.datacebo.com/u/giovanni.circo)\ **Replies:** 1\ **Last updated:** [June 21, 2024, 4:55pm UTC](https://forum.datacebo.com/t/generating-complex-relationships-in-multi-table-data/212 "2024-06-21T16:55:45Z")
The multi-table synthesizer does a good job out-of-the-box creating simple flat tables that are linked. However, most of our use cases involve complex many-to-one relationships. For example: A claims header table has a s… --- ## [PAR Out-of-Memory](https://forum.datacebo.com/t/par-out-of-memory/185)
**Author:** [@pranav.rupireddy](https://forum.datacebo.com/u/pranav.rupireddy)\ **Replies:** 2\ **Last updated:** [June 20, 2024, 6:35pm UTC](https://forum.datacebo.com/t/par-out-of-memory/185 "2024-06-20T18:35:12Z")
Error: PAR throws out of memory error Environment Details: SDV Version: 1.11.0 Python Version: 3.11.7 Operating System: Windows 10 Enterprise Data Context: rows: 4242950 unique sequences: 115742 columns: 17 Code C… --- ## [SDV Enterprise Version 0.14.0](https://forum.datacebo.com/t/sdv-enterprise-version-0-14-0/373)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 0\ **Last updated:** [June 18, 2024, 4:00am UTC](https://forum.datacebo.com/t/sdv-enterprise-version-0-14-0/373 "2024-06-18T04:00:00Z")
Release Notes: June 18, 2024 This release expands the types of multi-table schemas that you’re able to model, and continues to improve the quality of generated synthetic data. :tada: Synthesize more types of multi-tabl… --- ## [Quality Report Timing](https://forum.datacebo.com/t/quality-report-timing/208)
**Author:** [@pranav.rupireddy](https://forum.datacebo.com/u/pranav.rupireddy)\ **Replies:** 4\ **Last updated:** [June 11, 2024, 9:47pm UTC](https://forum.datacebo.com/t/quality-report-timing/208 "2024-06-11T21:47:48Z")
I am noticing that the quality report takes a very long time (upwards of multiple days) - I was wondering if you had any suggestions to speed this up or if this could be improved? --- ## [Multi-table models should support sequential data](https://forum.datacebo.com/t/multi-table-models-should-support-sequential-data/204)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 0\ **Last updated:** [June 6, 2024, 6:22pm UTC](https://forum.datacebo.com/t/multi-table-models-should-support-sequential-data/204 "2024-06-06T18:22:45Z")
Problem Description Currently all multi-table synthesizers assume that each table contains single-table (non-sequential) data. However, in some cases you may have one or more table that correspond to sequences. As an exa… --- ## [Duplicated values within a group](https://forum.datacebo.com/t/duplicated-values-within-a-group/198)
**Author:** [@yuntien.lee](https://forum.datacebo.com/u/yuntien.lee)\ **Replies:** 3\ **Last updated:** [June 6, 2024, 6:18pm UTC](https://forum.datacebo.com/t/duplicated-values-within-a-group/198 "2024-06-06T18:18:24Z")
metadata.xlsx (18.1 KB) Hi Datacebo Team, After finishing a run with the metadata attached we have noticed that the YearMo in the synthetic mem\_yearmo table has some duplicated values for a certain MemberID. YearMo val… --- ## [\[Resolved\] SDV Enterprise on Databricks Environment](https://forum.datacebo.com/t/resolved-sdv-enterprise-on-databricks-environment/199)
**Author:** [@giovanni.circo](https://forum.datacebo.com/u/giovanni.circo)\ **Replies:** 5\ **Last updated:** [June 5, 2024, 7:58pm UTC](https://forum.datacebo.com/t/resolved-sdv-enterprise-on-databricks-environment/199 "2024-06-05T19:58:11Z")
We are currently working on models for CICD inside of a databricks environment. When we run scripts in databricks we need to initialize the environment by installing the various libraries. On our team we often install th… --- ## [\[Resolved\] Verify correct installation of SDV Enterprise](https://forum.datacebo.com/t/resolved-verify-correct-installation-of-sdv-enterprise/190)
**Author:** [@gaurav](https://forum.datacebo.com/u/gaurav)\ **Replies:** 5\ **Last updated:** [June 5, 2024, 7:55pm UTC](https://forum.datacebo.com/t/resolved-verify-correct-installation-of-sdv-enterprise/190 "2024-06-05T19:55:34Z")
Hello @ashok.chilakapati , Welcome to SDV Enterprise. We’re happy to have you in our invite-only support forum and we’re excited to see what kind of value synthetic data will bring for you. Let’s get started! Please re… --- ## [I am unable to install \*\*sdv\_enterprise\*\* in my local machine](https://forum.datacebo.com/t/i-am-unable-to-install-sdv-enterprise-in-my-local-machine/201)
**Author:** [@kiran.rao](https://forum.datacebo.com/u/kiran.rao)\ **Replies:** 2\ **Last updated:** [June 5, 2024, 6:51pm UTC](https://forum.datacebo.com/t/i-am-unable-to-install-sdv-enterprise-in-my-local-machine/201 "2024-06-05T18:51:40Z")
I am unable to install sdv\_enterprise in my local machine after providing the below command in my terminal getting the below error message \[Caused by SSLError(SSLCertVerificationError(1, ‘\[SSL: CERTIFICATE\_VERIFY\_FAILED\]… --- ## [SDV Enterprise Version 0.13.1](https://forum.datacebo.com/t/sdv-enterprise-version-0-13-1/374)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 0\ **Last updated:** [June 5, 2024, 4:00am UTC](https://forum.datacebo.com/t/sdv-enterprise-version-0-13-1/374 "2024-06-05T04:00:00Z")
Release Date: June 5, 2024 In this release, we’re continuing to add new features to directly connect your database. Use them to import real data and export synthetic data. :glowing\_star: Connect to your Microsoft SQL S… --- ## [\[Resolved\] Issues installing in Conda environment](https://forum.datacebo.com/t/resolved-issues-installing-in-conda-environment/194)
**Author:** [@gaurav](https://forum.datacebo.com/u/gaurav)\ **Replies:** 6\ **Last updated:** [June 3, 2024, 3:00pm UTC](https://forum.datacebo.com/t/resolved-issues-installing-in-conda-environment/194 "2024-06-03T15:00:42Z")
Hello @giovanni.circo , Welcome to SDV Enterprise. We’re happy to have you in our invite-only support forum and we’re excited to see what kind of value synthetic data will bring for you. Let’s get started! Please reply… --- ## [\[Resolved\] HSASynthesizer FutureWarning](https://forum.datacebo.com/t/resolved-hsasynthesizer-futurewarning/177)
**Author:** [@yuntien.lee](https://forum.datacebo.com/u/yuntien.lee)\ **Replies:** 8\ **Last updated:** [May 24, 2024, 7:17pm UTC](https://forum.datacebo.com/t/resolved-hsasynthesizer-futurewarning/177 "2024-05-24T19:17:30Z")
Hi Support, Using HMASynthesizer our data passed through but the error messages showed up using HSASynthesizer. Can you help? Thanks. C:\\Users\\YunTien.Lee\\Anaconda3\\envs\\python312\\Lib\\site-packages\\sdv\\multi\_table\\base… --- ## [SDV Enterprise Version 0.13.0](https://forum.datacebo.com/t/sdv-enterprise-version-0-13-0/375)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 0\ **Last updated:** [May 21, 2024, 4:00am UTC](https://forum.datacebo.com/t/sdv-enterprise-version-0-13-0/375 "2024-05-21T04:00:00Z")
Release Date: May 21, 2024 This month’s release allows for a better experience getting started with SDV and creating more realistic data. We’ve also prioritized bug fixes that affected our SDV Enterprise customers. ↔️ S… --- ## [\[Resolved\] Synthetic Data with Standardized Predictor Variables (Constant values)](https://forum.datacebo.com/t/resolved-synthetic-data-with-standardized-predictor-variables-constant-values/182)
**Author:** [@lpalayangoda](https://forum.datacebo.com/u/lpalayangoda)\ **Replies:** 7\ **Last updated:** [May 13, 2024, 9:58pm UTC](https://forum.datacebo.com/t/resolved-synthetic-data-with-standardized-predictor-variables-constant-values/182 "2024-05-13T21:58:59Z")
@kalyan : I am working on a simulation to find the performance of the synthetic data generation process for the DOE. The original predictor variables are either -1, 0, or 1 (low, mid-point, and high); however, when I sy… --- ## [\[Resolved\] Error installing sdv enterprise](https://forum.datacebo.com/t/resolved-error-installing-sdv-enterprise/176)
**Author:** [@yuntien.lee](https://forum.datacebo.com/u/yuntien.lee)\ **Replies:** 4\ **Last updated:** [May 7, 2024, 9:45pm UTC](https://forum.datacebo.com/t/resolved-error-installing-sdv-enterprise/176 "2024-05-07T21:45:07Z")
Hi Support, We got this error message when installing sdv enterprise. Can you advise how to solve this issue? Thanks. --- ## [\[Resolved\] Error when fitting HSASynthesizer](https://forum.datacebo.com/t/resolved-error-when-fitting-hsasynthesizer/174)
**Author:** [@ashok.kumar.muthimen](https://forum.datacebo.com/u/ashok.kumar.muthimen)\ **Replies:** 1\ **Last updated:** [May 2, 2024, 2:35pm UTC](https://forum.datacebo.com/t/resolved-error-when-fitting-hsasynthesizer/174 "2024-05-02T14:35:02Z")
Hi @neha , facing issue while creating datafarme from synthsized data. hsas = HSASynthesizer(metadata) hsas.fit(data) Traceback (most recent call last): File “”, line 1, in File “/sasdata/python3.8/lib/python3.8… --- ## [\[Resolved\] InvalidDataError: All references in table are unknown and must be dropped](https://forum.datacebo.com/t/resolved-invaliddataerror-all-references-in-table-are-unknown-and-must-be-dropped/172)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 3\ **Last updated:** [May 2, 2024, 2:24pm UTC](https://forum.datacebo.com/t/resolved-invaliddataerror-all-references-in-table-are-unknown-and-must-be-dropped/172 "2024-05-02T14:24:49Z")
Hi @ashok.kumar.muthimen and @kalyan I am starting this new topic to specifically discuss the error you are seeing when you are using drop\_unknown\_references. Here is the link to the original thread. Traceback (most rec… --- ## [\[Resolved\] SDV Installation: Dependency Issue](https://forum.datacebo.com/t/resolved-sdv-installation-dependency-issue/168)
**Author:** [@lpalayangoda](https://forum.datacebo.com/u/lpalayangoda)\ **Replies:** 14\ **Last updated:** [April 29, 2024, 11:00pm UTC](https://forum.datacebo.com/t/resolved-sdv-installation-dependency-issue/168 "2024-04-29T23:00:49Z")
@kalyan I noticed a conflict in dependencies, and I was wondering if this issue is from my side. Looking in indexes: https://pypi.datacebo.com User for pypi.datacebo.com: lpalayangoda@unomaha.edu Collecting sdv\_ente… --- ## [\[Resolved\] TypeError: ufunc 'isinf' not supported for the input types](https://forum.datacebo.com/t/resolved-typeerror-ufunc-isinf-not-supported-for-the-input-types/133)
**Author:** [@anna.popovychenko](https://forum.datacebo.com/u/anna.popovychenko)\ **Replies:** 7\ **Last updated:** [April 29, 2024, 10:52pm UTC](https://forum.datacebo.com/t/resolved-typeerror-ufunc-isinf-not-supported-for-the-input-types/133 "2024-04-29T22:52:57Z")
Hello, I get bellow error during hsasynthesizer.fit(): Traceback (most recent call last): File “C:\\Users\\anna.popovychenko\\project\\sdv\_trial\\gen.py”, line 74, in synthesizer.fit(real\_data) File “C:\\Users\\anna.popov… --- ## [Anonymize a specific categorical column, for example Bank name](https://forum.datacebo.com/t/anonymize-a-specific-categorical-column-for-example-bank-name/166)
**Author:** [@kalyan](https://forum.datacebo.com/u/kalyan)\ **Replies:** 1\ **Last updated:** [April 29, 2024, 10:18pm UTC](https://forum.datacebo.com/t/anonymize-a-specific-categorical-column-for-example-bank-name/166 "2024-04-29T22:18:31Z")
Imagine, in your transactions data, you have a column that has the bank name with which the transaction happened. So this column could have names like Citibank, Bank of America and Key Bank etc. Would it be possible to c… --- ## [\[Resolved\] Specifying regex format for ID columns](https://forum.datacebo.com/t/resolved-specifying-regex-format-for-id-columns/163)
**Author:** [@kalyan](https://forum.datacebo.com/u/kalyan)\ **Replies:** 8\ **Last updated:** [April 29, 2024, 10:06pm UTC](https://forum.datacebo.com/t/resolved-specifying-regex-format-for-id-columns/163 "2024-04-29T22:06:42Z")
Hi @ashok.kumar.muthimen for ID columns you can specify regex format so what is generated follows the format. This is in the metadata. You can read the documentation here: Sdtypes | Synthetic Data Vault You can edit the… --- ## [\[Question\] How do you evaluate your data?](https://forum.datacebo.com/t/question-how-do-you-evaluate-your-data/173)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 2\ **Last updated:** [April 29, 2024, 10:03pm UTC](https://forum.datacebo.com/t/question-how-do-you-evaluate-your-data/173 "2024-04-29T22:03:55Z")
This is thread to discuss how to evaluate your synthetic data. The DataCebo team will provide some guidance and code snippets below. --- ## [\[Resolved\] Metadata detect](https://forum.datacebo.com/t/resolved-metadata-detect/156)
**Author:** [@ashok.kumar.muthimen](https://forum.datacebo.com/u/ashok.kumar.muthimen)\ **Replies:** 27\ **Last updated:** [April 29, 2024, 10:00pm UTC](https://forum.datacebo.com/t/resolved-metadata-detect/156 "2024-04-29T22:00:31Z")
I just started synthetic data generation for one of our table with test data by importing csv file. Facing issue with metadata detection . ValueError: The truth value of a DataFrame is ambiguous. Use a.empty, a.bool(), … --- ## [SDV Enterprise Version 0.12.1](https://forum.datacebo.com/t/sdv-enterprise-version-0-12-1/376)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 0\ **Last updated:** [April 19, 2024, 4:00am UTC](https://forum.datacebo.com/t/sdv-enterprise-version-0-12-1/376 "2024-04-19T04:00:00Z")
Release Date: Apr 19, 2024 In this patch release, we’ve added some new features in Beta for your testing. Try them out and let us know what you think! :handshake: \[Beta!\] Database connectors. SDV Enterprise users can n… --- ## [SDV Enterprise Version 0.12.0](https://forum.datacebo.com/t/sdv-enterprise-version-0-12-0/377)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 0\ **Last updated:** [April 16, 2024, 4:00am UTC](https://forum.datacebo.com/t/sdv-enterprise-version-0-12-0/377 "2024-04-16T04:00:00Z")
Release Date: April 16, 2024 This release continues to provide you with the latest and greatest of synthetic data – from Python compatibility, to data creation, to export. :glowing\_star: Python 3.12 is here! You can no… --- ## [\[Duplicate\] Set character limit in DayZ (update parameters for faking data)](https://forum.datacebo.com/t/duplicate-set-character-limit-in-dayz-update-parameters-for-faking-data/152)
**Author:** [@epicvu](https://forum.datacebo.com/u/epicvu)\ **Replies:** 5\ **Last updated:** [April 4, 2024, 8:25am UTC](https://forum.datacebo.com/t/duplicate-set-character-limit-in-dayz-update-parameters-for-faking-data/152 "2024-04-04T08:25:37Z")
Hey it’s me again… I have a little question about characters amount when asking for ‘text’ and ‘numerical’ sdtypes. How can I enforce the number of characters ? Let’s say that my numerical should be 9 digits I know that… --- ## [Allow setting Faker parameters in DayZ](https://forum.datacebo.com/t/allow-setting-faker-parameters-in-dayz/159)
**Author:** [@neha](https://forum.datacebo.com/u/neha)\ **Replies:** 0\ **Last updated:** [April 3, 2024, 9:58pm UTC](https://forum.datacebo.com/t/allow-setting-faker-parameters-in-dayz/159 "2024-04-03T21:58:54Z")
This is a general feature request for an integration with Faker and the DayZSynthesizer. Problem The DayZSynthesizer is currently set up to use the metadata’s sdtype to create realistic data. If the sdtype is set to som… [Previous page](https://forum.datacebo.com/latest.md?page=2) [Next page](https://forum.datacebo.com/latest.md?page=4)