# \#data-productivity-cloud

**URL:** https://matillioncommunity.discourse.group/tag/data-productivity-cloud/3.md

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## [Maia Desktop](https://matillioncommunity.discourse.group/t/maia-desktop/3526)

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**Author:** [@SB699925](https://matillioncommunity.discourse.group/u/SB699925)\
**Replies:** 1\
**Last updated:** [August 19, 2026, 9:06am UTC](https://matillioncommunity.discourse.group/t/maia-desktop/3526 "2026-08-19T09:06:46Z")

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I’m wondering if Matillion has any plans to release a Maia “Desktop” version? The web UI for Maia is nice but a bit laggy compared to our METL version that runs on a dedicated server. It would be awesome to have a deskt…

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## [How to extract the attachments from the email and store it in the snowflake internal stage using Matillion dpc](https://matillioncommunity.discourse.group/t/how-to-extract-the-attachments-from-the-email-and-store-it-in-the-snowflake-internal-stage-using-matillion-dpc/3414)

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**Author:** [@pradip.patil](https://matillioncommunity.discourse.group/u/pradip.patil)\
**Replies:** 1\
**Last updated:** [September 12, 2025, 2:51pm UTC](https://matillioncommunity.discourse.group/t/how-to-extract-the-attachments-from-the-email-and-store-it-in-the-snowflake-internal-stage-using-matillion-dpc/3414 "2025-09-12T14:51:39Z")

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Hi everyone, i am new to matillion dpc, can someone help me to how to extract the email attachments like images, pdf, csv and store it in the snowflake internal stage using matillion dpc.

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## [Beginner User Group - May 2025 - Resources, best visual practices and data ops](https://matillioncommunity.discourse.group/t/beginner-user-group-may-2025-resources-best-visual-practices-and-data-ops/3247)

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**Author:** [@ClaireSeniorCommunityManager](https://matillioncommunity.discourse.group/u/ClaireSeniorCommunityManager)\
**Replies:** 0\
**Last updated:** [June 4, 2025, 10:27am UTC](https://matillioncommunity.discourse.group/t/beginner-user-group-may-2025-resources-best-visual-practices-and-data-ops/3247 "2025-06-04T10:27:59Z")

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Hi all! Thank you to everyone that came to the session, I hope you found it informative! And a massive thank you as always to our hosts, @marcus.blackhill and @WilliamAubrey! If you missed the session or want to rewatc…

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## [What’s New in Data Productivity Cloud - Spring 2025 Update!](https://matillioncommunity.discourse.group/t/what-s-new-in-data-productivity-cloud-spring-2025-update/3228)

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**Author:** [@ClaireSeniorCommunityManager](https://matillioncommunity.discourse.group/u/ClaireSeniorCommunityManager)\
**Replies:** 0\
**Last updated:** [May 23, 2025, 10:37am UTC](https://matillioncommunity.discourse.group/t/what-s-new-in-data-productivity-cloud-spring-2025-update/3228 "2025-05-23T10:37:57Z")

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Hi all! Check out our video on the latest features in the Data Productivity Cloud.

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## [Copilot History - Where are user prompts for Matillion Copilot stored?](https://matillioncommunity.discourse.group/t/copilot-history-where-are-user-prompts-for-matillion-copilot-stored/3122)

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**Author:** [@MatthewMiller](https://matillioncommunity.discourse.group/u/MatthewMiller)\
**Replies:** 2\
**Last updated:** [April 2, 2025, 5:34pm UTC](https://matillioncommunity.discourse.group/t/copilot-history-where-are-user-prompts-for-matillion-copilot-stored/3122 "2025-04-02T17:34:58Z")

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Where are user prompts for Matillion Copilot stored, and is there a way for an admin to review or maintain a history of those interactions? Based on the information provided in the Copilot Overview under The Flow of Sen…

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## [How do I use a variable for a date in an SFTP task to only grab the latest file?](https://matillioncommunity.discourse.group/t/how-do-i-use-a-variable-for-a-date-in-an-sftp-task-to-only-grab-the-latest-file/3086)

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**Author:** [@tom.ballinger](https://matillioncommunity.discourse.group/u/tom.ballinger)\
**Replies:** 1\
**Last updated:** [March 28, 2025, 5:41pm UTC](https://matillioncommunity.discourse.group/t/how-do-i-use-a-variable-for-a-date-in-an-sftp-task-to-only-grab-the-latest-file/3086 "2025-03-28T17:41:08Z")

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so here is what I am trying to do, I have a file with a name of BOB\_Minion\_20250318\_load.txt in an sftp location. tommorrow it will be BOB\_Minion\_20250319\_load.txt. I want to create a pipeline that will run daily and p…

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## [Data Loader Credit Consumption](https://matillioncommunity.discourse.group/t/data-loader-credit-consumption/3116)

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**Author:** [@pbale](https://matillioncommunity.discourse.group/u/pbale)\
**Replies:** 1\
**Last updated:** [March 27, 2025, 6:04pm UTC](https://matillioncommunity.discourse.group/t/data-loader-credit-consumption/3116 "2025-03-27T18:04:12Z")

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I’m encountering a discrepancy with credit consumption calculation for a Data Loader pipeline. I have Enterprise Subscription to my Account. Despite having daily consumption data from the API endpoint and tracking the nu…

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## [Is Python really the first step in learning AI?](https://matillioncommunity.discourse.group/t/is-python-really-the-first-step-in-learning-ai/3087)

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**Author:** [@WilliamAubrey](https://matillioncommunity.discourse.group/u/WilliamAubrey)\
**Replies:** 2\
**Last updated:** [March 24, 2025, 2:10pm UTC](https://matillioncommunity.discourse.group/t/is-python-really-the-first-step-in-learning-ai/3087 "2025-03-24T14:10:34Z")

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Watching a youtube video last night, the speaker suggested that the first step towards learning AI is to set up your local development environment to be able to learn Python. Traditionally, this has been my biggest stum…

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## [Can you pls share your experience / any document ( sort of checklist) that i can refer for migrating jobs from matillion ETL to matillion DPC?i came across this documentation from the portal (https://docs.matillion.com/metl/docs/migration/)](https://matillioncommunity.discourse.group/t/can-you-pls-share-your-experience-any-document-sort-of-checklist-that-i-can-refer-for-migrating-jobs-from-matillion-etl-to-matillion-dpc-i-came-across-this-documentation-from-the-portal-https-docs-matillion-com-metl-docs-migration/1129)

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**Author:** [@rahulsahay123](https://matillioncommunity.discourse.group/u/rahulsahay123)\
**Replies:** 4\
**Last updated:** [March 20, 2025, 3:46pm UTC](https://matillioncommunity.discourse.group/t/can-you-pls-share-your-experience-any-document-sort-of-checklist-that-i-can-refer-for-migrating-jobs-from-matillion-etl-to-matillion-dpc-i-came-across-this-documentation-from-the-portal-https-docs-matillion-com-metl-docs-migration/1129 "2025-03-20T15:46:07Z")

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Can you pls share your experience / any document ( sort of checklist) that i can refer for migrating jobs from matillion ETL to matillion DPC? i came across this documentation from the portal (Migration - Matillion Docs)…

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## [Help Shape the Future of Pipeline Observability](https://matillioncommunity.discourse.group/t/help-shape-the-future-of-pipeline-observability/3076)

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**Author:** [@lee.power](https://matillioncommunity.discourse.group/u/lee.power)\
**Replies:** 0\
**Last updated:** [March 18, 2025, 1:20pm UTC](https://matillioncommunity.discourse.group/t/help-shape-the-future-of-pipeline-observability/3076 "2025-03-18T13:20:07Z")

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Hello, I’m Lee Power, a Product Manager here at Matillion, working on our pipeline monitoring and observability tools. We’re exploring new ways to make it easier to diagnose, fix, and optimise your data pipelines, thin…

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## [Share Your Input on the Next Generation of Data Lineage](https://matillioncommunity.discourse.group/t/share-your-input-on-the-next-generation-of-data-lineage/3075)

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**Author:** [@lee.power](https://matillioncommunity.discourse.group/u/lee.power)\
**Replies:** 0\
**Last updated:** [March 18, 2025, 1:18pm UTC](https://matillioncommunity.discourse.group/t/share-your-input-on-the-next-generation-of-data-lineage/3075 "2025-03-18T13:18:09Z")

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Hello forums! I’m Lee Power, A Matillion Product Manager working on Lineage and impact analysis. We’re exploring some exciting improvements to make it easier to understand data flows, assess the impact of changes, and …

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## [User raised Implemented Ideas](https://matillioncommunity.discourse.group/t/user-raised-implemented-ideas/2990)

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**Author:** [@Joe-Community-Manager](https://matillioncommunity.discourse.group/u/Joe-Community-Manager)\
**Replies:** 0\
**Last updated:** [March 6, 2025, 9:39am UTC](https://matillioncommunity.discourse.group/t/user-raised-implemented-ideas/2990 "2025-03-06T09:39:52Z")

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:party\_popper: I am thrilled to share some exciting news from the Matillion Roadmap and ideas Site. Yesterday we implemented System Variables this feature was influenced by a number of ideas, 2 of which were raised by @…

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## [Has anyone setup matilion to work with Snowflake MFA using DUO. Is there a way to auto request a passcode and to use it to log in to SF?](https://matillioncommunity.discourse.group/t/has-anyone-setup-matilion-to-work-with-snowflake-mfa-using-duo-is-there-a-way-to-auto-request-a-passcode-and-to-use-it-to-log-in-to-sf/1058)

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**Author:** [@tpark](https://matillioncommunity.discourse.group/u/tpark)\
**Replies:** 6\
**Last updated:** [June 13, 2024, 1:50pm UTC](https://matillioncommunity.discourse.group/t/has-anyone-setup-matilion-to-work-with-snowflake-mfa-using-duo-is-there-a-way-to-auto-request-a-passcode-and-to-use-it-to-log-in-to-sf/1058 "2024-06-13T13:50:56Z")

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Has anyone setup matilion to work with Snowflake MFA using DUO.

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## [Seeking Guidance On Enhancing Efficiency on Matillion Data Productivity Cloud?](https://matillioncommunity.discourse.group/t/seeking-guidance-on-enhancing-efficiency-on-matillion-data-productivity-cloud/1126)

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**Author:** [@leenasmitth](https://matillioncommunity.discourse.group/u/leenasmitth)\
**Replies:** 2\
**Last updated:** [February 7, 2025, 6:15am UTC](https://matillioncommunity.discourse.group/t/seeking-guidance-on-enhancing-efficiency-on-matillion-data-productivity-cloud/1126 "2025-02-07T06:15:05Z")

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Hey folks! I have recently started using the Matillion Data Productivity Cloud, and while I’m loving its flexibility, I’m curious about how I can get the most out of it in terms of efficiency. My current data workflows…

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## [Is there a component like tmap in Talend with which I can process columns data. I would like for example to capitalize the first letter of the first column or to format the phone numbers or more complex processing?](https://matillioncommunity.discourse.group/t/is-there-a-component-like-tmap-in-talend-with-which-i-can-process-columns-data-i-would-like-for-example-to-capitalize-the-first-letter-of-the-first-column-or-to-format-the-phone-numbers-or-more-complex-processing/2499)

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**Author:** [@barbaracryer58](https://matillioncommunity.discourse.group/u/barbaracryer58)\
**Replies:** 7\
**Last updated:** [December 9, 2024, 11:26am UTC](https://matillioncommunity.discourse.group/t/is-there-a-component-like-tmap-in-talend-with-which-i-can-process-columns-data-i-would-like-for-example-to-capitalize-the-first-letter-of-the-first-column-or-to-format-the-phone-numbers-or-more-complex-processing/2499 "2024-12-09T11:26:45Z")

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Is there a component like tmap in Talend with which I can process columns data. I would like for example to capitalize the first letter of the first column or to format the phone numbers or more complex processing ?

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## [Hi All,

Based on your experience, i would like to know the typical time it usually takes to migrate the Matillion ETL jobs to DPC. i know this depends on lots of factor. do we have any calculator or estimation sheet template that i can refer](https://matillioncommunity.discourse.group/t/hi-all-based-on-your-experience-i-would-like-to-know-the-typical-time-it-usually-takes-to-migrate-the-matillion-etl-jobs-to-dpc-i-know-this-depends-on-lots-of-factor-do-we-have-any-calculator-or-estimation-sheet-template-that-i-can-refer/1128)

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**Author:** [@rahulsahay123](https://matillioncommunity.discourse.group/u/rahulsahay123)\
**Replies:** 3\
**Last updated:** [November 19, 2024, 9:39am UTC](https://matillioncommunity.discourse.group/t/hi-all-based-on-your-experience-i-would-like-to-know-the-typical-time-it-usually-takes-to-migrate-the-matillion-etl-jobs-to-dpc-i-know-this-depends-on-lots-of-factor-do-we-have-any-calculator-or-estimation-sheet-template-that-i-can-refer/1128 "2024-11-19T09:39:57Z")

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Hi All, Based on your experience, i would like to know the typical time it usually takes to migrate the Matillion ETL jobs to DPC. i know this depends on lots of factor. do we have any calculator or estimation sheet tem…
