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· 17 mins atrás

开发者社区 10 周年啦!

大家好!

2025 年 12 月 7 日, InterSystems 开发者社区正式庆祝成立十周年!🥳🎉 现在,让我们向这十年的学习、合作、解决问题和 InterSystems 技术的发展致以崇高的敬意。

无论您是从一开始就在这里,还是最近才加入,感谢您的贡献、问题、想法和支持。这个里程碑属于大家的💖,是大家的共同努力,让这个社区成长为今天的样子,由衷地感谢大家!

作为庆祝活动的一部分,我们邀请大家参与周年纪念特别视频的录制,感谢大家抽出时间分享他们的问候、回忆和赞美之词。

 

为下一个十年的创新与合作干杯! 💙

PS.如果您发现自己的照片,请在评论中留言 😉


敬请期待--这仅仅是个开始。更多周年庆亮点和惊喜即将推出。

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Artículo
· 1 hr atrás Lectura de 8 min

Supply Chain Orchestration for dummies

Supply Chain refers to a set of processes and activities performed by the company's business areas and its suppliers and partners (stakeholders), from the acquisition of raw materials, through production, to delivery to the end consumer. It can be better managed using SCM solutions with the orchestration of the InterSystems IRIS:

 

Planning process

All Supply Chain processes demand strong planning, always supported by data and analyses necessary to plan and execute activities in line with quality, accuracy, agility, and economy in the acquisition of raw materials, production, storage, delivery (logistics), and, if necessary, return (reverse logistics) of products to the end consumer. The InterSystems IRIS can support Supply Chain planning with its interoperability, database and analytics features:

 

The InterSystems IRIS has some adapters available to capture data:
 

Adapter

Edge

Use case

SQL Inbound Adapter

SQL Edge

Collects data about orders, inventory, and occupied capacity from SQL databases in the systems of stores, e-commerce platforms, warehouses, and factories.

File and FTP Inbound Adapter

File/FTP Edge

Collects data on orders from stores and distributors submitted via files.

REST, HTTP and SOAP Inbound Adapter

HTTP Edge

Collects data about orders, inventory, and occupied capacity from SOAP and REST services in the systems of stores, e-commerce platforms, warehouses, and factories.

MQTT Adapter

IoT Edge

Collect sensor data about production capacity

Kafka and MQ adapters

Messaging Edge

Collects data about orders, inventory, and occupied capacity from Kafka and MQ topics in the systems of stores, e-commerce platforms, warehouses, and factories.

After capturing data, it is necessary to process the data using business processes, business rules, transformations and store the results into operational and analytics repositories:

 

In the context of Supply Chain, the following examples of information are generated for planning:

Data for Planning

Term

What does it help with planning?

Number of orders per product and per location

Next 1 to 3 months

Quantity of raw materials to be used

Factory production schedule

Inventory schedule

Delivery schedule

Current and short-term inventory

Next 1 to 4 weeks

Factory production schedule

Inventory schedule

Delivery schedule

Production capacity

Next 1 to 3 months

Quantity of raw materials to be used

Factory production schedule

Inventory schedule

Delivery schedule

Financial planning

 

Sourcing Process

The sourcing process is fundamental for acquiring all the raw materials and other services and products necessary for the manufacturer's production from suppliers. This process requires integrating suppliers with the manufacturer to collect data and execute automated actions between systems to establish flows for price quotations, orders, purchases, deliveries, and continuous supplier evaluations, prioritizing economy, quality, and speed.

 

InterSystems IRIS operates at each stage according to the following table:

Sourcing step

IRIS component

Actions

Price quotation

REST, Kafka, HTTP Adapters 

Business Process

IRIS database

IRIS BI

Integrated ML

Get prices from suppliers

Select best prices

Store prices

show price quotation dashboards

Predict prices

Select suppliers

Business Process

Analyze prices and demands and select right suppliers

Order

Business Process

Send orders to SCM and ERPs

 

Manufacturing process

The manufacturing process consists of activities necessary to transform raw materials into goods.
The main activities involve starting with production planning and then separating the raw materials, assembling the production line, preparing and maintaining the machinery, carrying out production, performing quality control, and packaging for delivery. These activities have a high degree of automation. In this way, InterSystems IRIS becomes fundamental:

 

The following table details where the IRIS components operate to assist in the automation and improvement of the manufacturing process:

 

Manufacturing step

IRIS component

Actions

Raw material allocation

REST, Kafka, HTTP Adapters 

Business Process

IRIS database

IRIS BI

Integrated ML

Automated orders to SCM/ERP

Orchestrate Production/SCM/ERP 

Store orders, traces, inventory

Store, analyze and predict material allocation and quality analysis

Monitoring and preventive and predictive maintenance of production line machines.

REST, MQTT Adapters 

Business Process

IRIS database

IRIS BI

Integrated ML

Receiving data from machine sensors to control production and schedule maintenance.

Automate parts requisition, maintenance requests, and production reporting to the ERP and SCM systems.

Generate analytical reports and dashboards on productivity, material quality, machine monitoring, and maintenance.

Labor allocation

Business Process

IRIS database

IRIS BI

Integrated ML

Send labor allocation requisitions to ERP and HR systems

Analyze and Predict labor workforce requirements

Produce the goods

REST, MQTT Adapters 

Business Process

IRIS database

IRIS BI

Integrated ML

Orchestrate data, requests and responses between manufacturing systems/ERP/SCM

Produce production reports, analyzes and predictions 

Delivery and Return Processes

The delivery and return processes are challenging and complex, involving the formation of a network of stores, distributors, distribution centers, and air, land, and sea carriers at a national and international level to ensure the manufactured product arrives at the right time and place at the lowest possible cost. This requires integrating data and processes from all parties involved to synchronize production and delivery capacity, and short-, medium-, and long-term demand:

 

 


The following table details where the IRIS components operate to assist in the automation and improvement of the delivery and return processes:

 

Delivery/Return step

IRIS component

Actions

Match orders and deliveries

REST, Kafka, HTTP Adapters 

Business Process

Sends order confirmation messages to the relevant internal and external systems

Define the delivery route according to the desired destination, product, and shipping cost

Business Process

IRIS database

IRIS BI

Integrated ML

It runs mathematical and AI models to refine air, sea, and land routes to all intermediate and final destinations of products and records the routes for all systems involved

Maintain and communicate delivery traceability to all parties involved

REST, Kafka, HTTP Adapters 

Business Process

IRIS BI

It updates every step in the delivery route and maintains traceability in the systems of all those involved, in addition to generating dashboards and monitoring reports

Address and record deviations and failures in deliveries

REST, Kafka, HTTP Adapters 

Business Process

IRIS BI

It detects route deviations and delivery failures and records them in the systems of all parties involved, allowing for autonomous (AI) or manual (BPL) decisions on how to correct the delivery

Address and record successful deliveries

REST, Kafka, HTTP Adapters 

Business Process

IRIS BI

It updates all systems involved in successful delivery and generates statistics and analyses that enable continuous process improvement

Manage tax and transportation documentation.

REST, Kafka, HTTP Adapters 

Business Process

It works in conjunction with the ERP system to issue and synchronize data and documents necessary for the transportation and fiscal and legal registration of products being delivered

Registers customer's return request

REST, Kafka, HTTP Adapters 

Business Process

It retrieves the return data, registers the return event in the systems of all parties involved, and correlates it with the delivery to maintain traceability

Identifies delivery opportunities for another customer.

REST, Kafka, HTTP Adapters 

Business Process

It reviews orders to fulfill returned products that do not have quality issues and synchronizes with the systems of all parties involved to register delivery to another customer

Generates reverse logistics for returned items in case of non-delivery to another customer.

REST, Kafka, HTTP Adapters 

Business Process

It generates the product return route, either to the factory (defect) or to store or distribution center stock. To do this, it updates the systems of all involved parties, in addition to generating analyses and follow-up reports.

Compilation of IRIS components used in Supply Chain and how to learn to use them

Below is a table detailing each component of IRIS used in Supply Chain projects, with links to resources on how to use them:

 

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Artículo
· 1 hr atrás Lectura de 2 min

Reviews on Open Exchange - #60

If one of your packages on OEX receives a review, you get notified by OEX only of YOUR own package.   
The rating reflects the experience of the reviewer with the status found at the time of review.   
It is kind of a snapshot and might have changed meanwhile.   
Reviews by other members of the community are marked by * in the last column.

I also placed a bunch of Pull Requests on GitHub when I found a problem I could fix.    
Some were accepted and merged, and some were just ignored.     
So if you made a major change and expect a changed review, just let me know.

# Package Review Stars IPM Docker *
1 iris-image-reducer my very personal 7* 7.0   y  
2 OPNEx-ECP Deployment Reloaded and polished 6.5   y  
3 interface-explorer modern interface 5.5 y y  
4 FHIR SQL Builder with Vector Search excellent demo 5.2   y  
5 DBsizeWatch useful summary 5.0   y *
6 IRISConfigurationDiagrams impressive graphics 5.0 y y  
7 IrisOASTestGen interesting 4.9 y y  
8 iris-fastjsonschema interesting exercise 4.7   y  
9 workshop-openehr a good starting point 4.7   y  
10 IrisTest-Fmtserializer another view of UnitTests 4.6   y  
11 IRISSystemCheck incomplete 4.3 y y  
12 RAGBookRecommender hackaton is with you 3.9   y  
13 Testify room for improvement 3.6 y y  
14 iris-global-statistics-chart no result 3.5 y y  
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Artículo
· 3 hr atrás Lectura de 2 min

让问卷调查变得简单--使用 IRIS、FHIR SQL 生成器和矢量搜索

在当今的医疗数据领域,FHIR 已成为结构化临床数据交换的标准。然而,虽然 FHIR 擅长互操作性,但其 JSON 格式却给分析带来了挑战--包括FHIR QuestionnaireResponse

本项目演示了如何将 FHIR QuestionnaireResponse 数据从嵌套 JSON 转换为关系 SQL 表和向量嵌入。通过集成 InterSystemsIRIS FHIR SQL 生成器矢量搜索,我们揭开了患者回答背后的语义。

构建的三个步骤

1.设计和收集问卷

首先使用 美国国家医学图书馆(NLM)表格生成器。该工具有助于设计符合 FHIR 标准的结构化临床表格在本项目中,收集了 100 份合成患者回复,并将其保存为 FHIR QuestionnaireResponse JSON 文件,准备导入 FHIR 服务器。

2.通过 SQL 转换和查询问卷数据

将 FHIR QuestionnaireResponse 资源加载到服务器后,使用InterSystems IRIS FHIR SQL 生成器自动创建关系 SQL 表。这将使嵌套的 JSON 结构扁平化,从而能够使用标准 SQL 轻松分析问卷数据--所有配置只需点击几下即可完成。

  • 有关 FHIR SQL 生成器的完整配置,请参阅README。

  • 从 QuestionnaireResponse 数据生成的 SQL 表可用于查询和分析

3.为语义理解添加矢量搜索

最后,集成IRIS 向量搜索,在结构化问卷数据的基础上添加语义智能。它允许用户根据含义和上下文而不是准确的单词来搜索问卷回复并与之交互,从而将数据转化为更直观、更智能的工具。

举例说明:

  • 搜索"糖尿病用药",可检索到提及二甲双胍、格列奈胰岛素或阿卡波糖等药物的回答--即使没有准确的短语。
  • 当用户询问"哪些患者有心脏病家族史并服用降胆固醇药物?"系统会语义链接相关数据,将心脏病与普萘洛尔、螺内酯或阿托伐他汀等药物联系起来,并生成一份高危患者的简明摘要。

要了解完整的工作流程和代码实现情况,请访问Open Exchange

主要收获

通过三个关键步骤--使用 NLM Form Builder 设计问卷、将问卷转化为 SQL 表以及使用向量搜索增强问卷--该工作流将 FHIR QuestionnaireResponse 数据转化为临床理解和决策支持的强大工具。

参考文献

美国国家医学图书馆(NLM)表格生成器 2.

InterSystems IRIS For Health FHIR SQL Builder 3.

InterSystems IRIS 向量搜索 4.

https://openexchange.intersystems.com/package/iris-fhirsqlbuilder

https://www.youtube.com/watch?v=ewxyh2XNLv0

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Pregunta
· 5 hr atrás

Essentials Hoodie Canada – Warm, Stylish, Premium Essentials Hoodie

The Essentials Hoodie in Canada has become more than a simple winter layer; it has evolved into a true cultural staple admired for its comfort, versatility, and premium feel. Canadians face long, cold months, making warm  Essentials Hoodie
 apparel essential for everyday life. The Essentials Hoodie stands out by combining durable construction, soft materials, and modern aesthetics that suit both streetwear lovers and individuals seeking dependable warmth. Its growing popularity reflects a shift toward fashion that blends function and style without compromise. For many shoppers, this hoodie has become the perfect go-to piece for any occasion.

Premium Materials for Cold Canadian Weather

One of the key reasons the Essentials Hoodie has gained traction across Canada is its exceptional fabric quality, crafted to withstand fluctuating temperatures. Whether enduring icy winds or layering beneath heavy coats, the hoodie provides impressive insulation while maintaining breathability. The materials are chosen to offer long-lasting softness, resisting pilling and stretching even after frequent wear. This makes it especially suitable for Canadian winters, which demand durable clothing capable of offering reliable warmth. The hoodie’s premium cotton blends and brushed interiors create a cozy experience that customers find both luxurious and practical for everyday use.

Iconic Minimalist Design Loved in Canada

The minimalist design of the Essentials Hoodie appeals strongly to Canadian consumers who prefer subtle yet stylish clothing. Rather than relying on loud graphics or trends that quickly fade, the hoodie embraces a clean aesthetic highlighted by simple branding and elegant structure. This timeless approach ensures the hoodie remains relevant year after year, fitting seamlessly into a variety of wardrobes. Canadian shoppers appreciate pieces that offer both fashion and flexibility, and this hoodie delivers exactly that with its understated details. Its iconic look allows it to pair easily with jeans, joggers, or layered outfits without feeling overwhelming.

Versatility for Urban and Outdoor Lifestyles

Canadian lifestyles vary widely, from busy urban routines to outdoor adventures, and the Essentials Hoodie adapts easily to both settings. City wearers enjoy its sleek appearance for running errands, attending classes, or commuting, while outdoor enthusiasts value its warmth during hikes or weekend trips. The hoodie’s ability to function across different climates and activities makes it a smart investment for people seeking reliable performance. Because Canada experiences unpredictable weather, having a hoodie that works in multiple contexts is invaluable. The Essentials Hoodie offers that balance, making it an everyday companion regardless of where life takes you.

Comfort That Matches Canadian Living Standards

Comfort is a non-negotiable aspect of clothing in Canada, where long winter seasons demand apparel that feels good throughout the day. The Essentials Hoodie excels by providing an ultra-soft interior and relaxed fit that never feels restrictive. Its thoughtful construction prevents irritation, allowing wearers to enjoy all-day coziness whether indoors or outdoors. Canadians appreciate clothing that enhances comfort without sacrificing durability, and this hoodie perfectly reflects that balance. Its comforting feel makes it ideal for lounging at home, working remotely, or layering before stepping into the cold. This combination has contributed significantly to its rising popularity.

The Rise of Streetwear Culture in Canada

Streetwear culture has flourished in Canada, and the Essentials Hoodie has become a standout piece within this movement. Canadian youth and adults alike embrace streetwear for its authenticity and expressive style, and Essentials fits seamlessly into that aesthetic. The hoodie’s clean lines, neutral colours, and refined branding make it a favourite among trendsetters who appreciate understated luxury. As streetwear merges with mainstream fashion across cities like Toronto, Vancouver, and Montreal, Essentials continues to grow in influence. Its ability to elevate simple outfits while maintaining comfort reflects the core values of Canadian streetwear enthusiasts.

Why Canadians Prefer Essentials for Daily Wear

Canadians prefer the Essentials Hoodie for daily wear because it strikes the perfect balance between practicality and fashion. The design is simple enough for everyday use, yet stylish enough to make any outfit feel intentional. Many people look for clothing that offers convenience during busy days, and this hoodie meets those expectations effortlessly. It layers well with jackets, works with casual bottoms, and maintains its shape even after repeated washes. For Canadians, who constantly move between indoor and outdoor environments, having a dependable hoodie that adapts to every situation makes life significantly easier and more comfortable.

Seasonal Appeal Throughout the Canadian Year

Although it is especially valued in winter, the Essentials Hoodie remains relevant throughout the year in Canada. During fall and spring, it serves as a reliable standalone layer that offers warmth without overheating. In summer, it becomes an ideal evening option for cooler nights or cottage trips where temperatures drop unexpectedly. Canadians appreciate pieces that remain useful beyond a single season, and the hoodie’s adaptable design ensures year-round wearability. This extended utility makes it a worthwhile investment for individuals seeking clothing that offers comfort and style regardless of shifting weather patterns and seasonal demands across the country.

Value and Longevity That Canadians Trust

The Essentials Hoodie offers impressive value through its durability and premium construction, which Canadians recognize as essential qualities when purchasing clothing. Instead of wearing out after a single season, the hoodie maintains its softness, shape, and colour over long periods. This longevity reduces the need for frequent replacements, making it a cost-effective choice for those who prioritize quality. Canadians often look for dependable clothing that withstands demanding climates, and Essentials consistently delivers. Its combination of long-lasting materials and timeless design ensures that customers receive substantial value, reinforcing the brand’s positive reputation across the country.

Conclusion: A Must-Have Hoodie for Canadians

In conclusion, the Essentials Hoodie has established  Essentials T Shirt
itself as one of Canada’s most beloved wardrobe pieces thanks to its exceptional quality, warmth, and stylish appeal. It meets the demands of a climate that requires durable clothing while supporting the preferences of individuals who appreciate modern minimalism. From comfort to versatility, the hoodie excels in every category, making it a reliable choice for Canadians of all lifestyles. Its popularity continues to grow as more people recognize its balance of luxury and practicality. For anyone seeking a premium hoodie experience, Essentials remains an unbeatable option across Canada.

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