From 8f62d7b544d33ce09d29455643a74d0233e5440a Mon Sep 17 00:00:00 2001 From: Muze Date: Mon, 29 Sep 2025 18:28:01 +0530 Subject: [PATCH 1/9] QUA-126: Update "Data Diff" userguide as per the suggestion. --- docs/checks/data-diff-check.md | 28 ++++++++++++++++++++++++++-- 1 file changed, 26 insertions(+), 2 deletions(-) diff --git a/docs/checks/data-diff-check.md b/docs/checks/data-diff-check.md index a0dcb73cb..713fb72ac 100644 --- a/docs/checks/data-diff-check.md +++ b/docs/checks/data-diff-check.md @@ -5,9 +5,33 @@ The `isReplicaOf` check is sunsetting and will no longer be maintained, while `dataDiff` provides the same functionality with enhanced performance and additional capabilities. -### Definition +## What Is DataDiff -*Asserts that the dataset created by the targeted field(s) matches the referred field(s) for data comparison.* +DataDiff is a rule in Qualytics used to **compare one dataset against another** (usually a primary/source dataset and a reference dataset) to confirm they are aligned. It checks that both the **structure** (schema and relationships) and the **values** of the selected fields match between the two sources. This helps you immediately identify missing, extra, or altered records. + +## How DataDiff Works + +1. **Select Fields and Identifiers** – Choose the fields you want compared, and optionally define row identifiers that uniquely identify each record. + +2. **Retrieve Both Datasets** – Qualytics pulls the target data and the reference data from their configured datastores. + +3. **Match and Compare** – Each row is matched on the identifiers, then each field’s values are compared. + +4. **Flag Differences** – Any discrepancies in structure or values are surfaced as anomalies for review. + +This automated process replaces manual SQL joins or spreadsheets with a repeatable, auditable quality check. + +## Why Use DataDiff + +- **Validate Replication and ETL** – Ensure backups, downstream tables, or warehouses are exact copies of their source. + +- **Detect Silent Errors Early** – Catch discrepancies caused by network issues, transformation bugs, or manual mistakes before they propagate. + +- **Maintain Data Integrity** – Confirm schema, keys, and relationships remain intact across systems. + +- **Automate Data Reconciliation** – Build a repeatable safeguard into your data pipelines without custom code. + +**Example:** Compare a production `Orders` table with its nightly `Orders_Replica` in your reporting warehouse to verify every order matches before dashboards refresh. #### In-Depth Overview From 65baef78b2a5338324ca01580c1f8dfab387b2b1 Mon Sep 17 00:00:00 2001 From: Muze Date: Mon, 29 Sep 2025 20:50:09 +0530 Subject: [PATCH 2/9] QUA-126: Update " Data Diff " userguide. --- docs/checks/data-diff-check.md | 4 ---- 1 file changed, 4 deletions(-) diff --git a/docs/checks/data-diff-check.md b/docs/checks/data-diff-check.md index 713fb72ac..99a7ded85 100644 --- a/docs/checks/data-diff-check.md +++ b/docs/checks/data-diff-check.md @@ -65,7 +65,6 @@ start='' end='' %} - ### Specific Properties Specify the datastore and table/file where the reference data for the targeted fields is located for comparison. @@ -104,9 +103,6 @@ Specify the datastore and table/file where the reference data for the targeted f include-markdown "components/comparators/string.md" %} - - - ### Anomaly Types {% From c385160a91783a9860768fe312e19f69190aef7a Mon Sep 17 00:00:00 2001 From: Muze Date: Tue, 30 Sep 2025 13:50:07 +0530 Subject: [PATCH 3/9] QUA-126: Update "Data Diff " as per the suggestions. --- docs/checks/data-diff-check.md | 11 ++++++++++- 1 file changed, 10 insertions(+), 1 deletion(-) diff --git a/docs/checks/data-diff-check.md b/docs/checks/data-diff-check.md index 99a7ded85..f9bf0b1f4 100644 --- a/docs/checks/data-diff-check.md +++ b/docs/checks/data-diff-check.md @@ -7,7 +7,16 @@ ## What Is DataDiff -DataDiff is a rule in Qualytics used to **compare one dataset against another** (usually a primary/source dataset and a reference dataset) to confirm they are aligned. It checks that both the **structure** (schema and relationships) and the **values** of the selected fields match between the two sources. This helps you immediately identify missing, extra, or altered records. +The **DataDiff** check compares one dataset against another usually a source and its replica or backup to confirm they are aligned. It validates both the structure (schema, keys, and relationships) and the values of selected fields, helping you quickly spot missing, extra, or altered records. + +## What It Does + +- Confirms that a target dataset is identical to a reference dataset. +- Flags differences in schema or data values. +- Helps prevent silent mismatches from propagating into pipelines, dashboards, or downstream systems. + +**Example:** Compare a production `Orders` table with its nightly `Orders_Replica`. +If any orders are missing, duplicated, or altered (e.g., “USA” vs “United States”), the check raises an anomaly. ## How DataDiff Works From b59e34d60626aca0a32ceccad47f9f5c5b2b82f1 Mon Sep 17 00:00:00 2001 From: Muze Date: Fri, 3 Oct 2025 15:21:10 +0530 Subject: [PATCH 4/9] QUA-126: Update "Data Diff" as per discussion. --- docs/checks/data-diff-check.md | 220 +++++++++++++++++++++++++++++---- 1 file changed, 195 insertions(+), 25 deletions(-) diff --git a/docs/checks/data-diff-check.md b/docs/checks/data-diff-check.md index f9bf0b1f4..640d167f4 100644 --- a/docs/checks/data-diff-check.md +++ b/docs/checks/data-diff-check.md @@ -5,51 +5,221 @@ The `isReplicaOf` check is sunsetting and will no longer be maintained, while `dataDiff` provides the same functionality with enhanced performance and additional capabilities. -## What Is DataDiff +## What is Data Diff? -The **DataDiff** check compares one dataset against another usually a source and its replica or backup to confirm they are aligned. It validates both the structure (schema, keys, and relationships) and the values of selected fields, helping you quickly spot missing, extra, or altered records. +Think of Data Diff as a **"spot the difference" game for your business data**. -## What It Does +Just like when you compare two pictures side-by-side to find what's changed, Data Diff compares two sets of information to make sure they match perfectly. It's like having a super-careful assistant who checks that when you copy something important, nothing gets lost, changed, or added by mistake. -- Confirms that a target dataset is identical to a reference dataset. -- Flags differences in schema or data values. -- Helps prevent silent mismatches from propagating into pipelines, dashboards, or downstream systems. +## What Does Data Diff Do? -**Example:** Compare a production `Orders` table with its nightly `Orders_Replica`. -If any orders are missing, duplicated, or altered (e.g., “USA” vs “United States”), the check raises an anomaly. +Data Diff helps you answer questions like: -## How DataDiff Works +- "Did all my customer orders copy correctly to the backup system?" +- "Is the sales report showing the same numbers as the original database?" +- "When we moved data from System A to System B, did everything transfer properly?" -1. **Select Fields and Identifiers** – Choose the fields you want compared, and optionally define row identifiers that uniquely identify each record. +**In simple terms:** It makes sure Data Set A is an exact match of Data Set B. -2. **Retrieve Both Datasets** – Qualytics pulls the target data and the reference data from their configured datastores. +## How Does Data Diff Work? -3. **Match and Compare** – Each row is matched on the identifiers, then each field’s values are compared. +Let's break it down into simple steps: -4. **Flag Differences** – Any discrepancies in structure or values are surfaced as anomalies for review. +### Step 1: Choose What to Compare -This automated process replaces manual SQL joins or spreadsheets with a repeatable, auditable quality check. +You pick two sets of data - usually: -## Why Use DataDiff +- **The Original** (your main source of truth) +- **The Copy** (backup, report, or transferred data) -- **Validate Replication and ETL** – Ensure backups, downstream tables, or warehouses are exact copies of their source. +### Step 2: Pick What Matters +You decide which information is important to check. For example: -- **Detect Silent Errors Early** – Catch discrepancies caused by network issues, transformation bugs, or manual mistakes before they propagate. +- Customer names +- Order amounts +- Product IDs +- Dates -- **Maintain Data Integrity** – Confirm schema, keys, and relationships remain intact across systems. +### Step 3: The Comparison Happens -- **Automate Data Reconciliation** – Build a repeatable safeguard into your data pipelines without custom code. +Data Diff automatically looks at both sets and checks: -**Example:** Compare a production `Orders` table with its nightly `Orders_Replica` in your reporting warehouse to verify every order matches before dashboards refresh. +- Is everything from the original in the copy? +- Is there anything extra in the copy that shouldn't be there? +- Do all the values match exactly? -#### In-Depth Overview +### Step 4: Get Your Results -The `DataDiff` rule ensures that data integrity is maintained when comparing data between different sources. This involves checking not only the data values themselves but also ensuring that the structure and relationships are preserved. +The DataDiff report shows: -In a distributed data ecosystem, data comparison often occurs to validate consistency across systems, verify data transfers, or ensure data quality between sources. However, discrepancies might arise due to various reasons such as network glitches, software bugs, or human errors. The `DataDiff` rule serves as a safeguard against these issues by: +- **Pass** – Target and reference datasets match; no action needed. +- **Anomalies Found** – Differences detected; view the report to see which rows or fields differ. -1. **Preserving Data Structure**: Ensuring that the structure of the compared data matches between sources. -2. **Checking Data Values**: Ensuring that every piece of data in the source matches the reference data. +## Why Should You Use Data Diff? + +### 1. Catch Mistakes Before They Cause Problems + +Imagine your finance team creates a quarterly report from last night's data backup. If some transactions didn't copy over, your report would be wrong. Data Diff catches this immediately. + +### 2. Save Time and Reduce Stress + +Instead of manually checking thousands of rows in spreadsheets, Data Diff does it automatically in seconds. + +### 3. Build Trust in Your Data + +When you present numbers to leadership or clients, you can confidently say, "This data has been verified." + +### 4. Protect Your Business + +Wrong data can lead to: + +- Incorrect invoices +- Bad business decisions +- Compliance issues +- Customer complaints + +Data Diff acts as your safety net. + +## Real-Life Example: Online Retail Store + +Let me walk you through a complete, real-world scenario: + +### The Situation + +**Sunshine Electronics** is an online store that sells gadgets. Every night at midnight, their system creates a backup copy of all the day's orders. This backup is used for: +- Creating daily sales reports +- Feeding data to their accounting system +- Analyzing customer trends + +### The Problem They Had + +One morning, the Sales Manager noticed the daily report showed 1,247 orders, but the warehouse had shipped 1,250 packages. **Where did 3 orders go?** + +After investigating, they discovered: + +- The backup system had a glitch +- Some orders placed between 11:58 PM and midnight weren't copying over +- This had been happening for weeks +- They had been under-reporting revenue and had incorrect inventory counts + +### The Solution: Data Diff + +They set up Data Diff to automatically compare their main orders database with the backup every morning. + +**Here's what they compared:** + +**Original Orders Database:** + +| Order ID | Customer Name | Product | Amount | Date | +| :--------- | :------------- | :-------- | :------- | :----------- | +| 10001 | Sarah Johnson | Laptop | $899 | Jan 15, 2025 | +| 10002 | Mike Chen | Headphones | $149 | Jan 15, 2025 | +| 10003 | Emily Davis | Tablet | $399 | Jan 15, 2025 | +| ... | ... | ... | ... | ... | +| 10248 | David Lee | Phone Case | $19 | Jan 15, 2025 | +| 10249 | Anna Brown | USB Cable | $12 | Jan 15, 2025 | +| 10250 | Tom Wilson | Mouse | $29 | Jan 15, 2025 | + +**Backup Orders Database:** + +| Order ID | Customer Name | Product | Amount | Date | +| :--------| :-------------| :-------| :------| :-----| +| 10001 | Sarah Johnson | Laptop | $899 | Jan 15, 2025 | +| 10002 | Mike Chen | Headphones | $149 | Jan 15, 2025 | +| 10003 | Emily Davis | Tablet | $399 | Jan 15, 2025 | +| ... | ... | ... | ... | ... | +| 10248 | Missing | Missing | Missing | Missing | +| 10249 | Missing | Missing | Missing | Missing | +| 10250 | Missing | Missing | Missing | Missing | + +### What Data Diff Discovered + +**ALERT GENERATED:** +``` +DIFFERENCE DETECTED! +- Original Database: 1,250 orders +- Backup Database: 1,247 orders +- Missing Records: 3 orders (IDs: 10248, 10249, 10250) +- Issue: Orders placed after 11:58 PM not copied +``` +**Technical Anomaly Output:** +``` +Anomaly Type: Shape +Source Records: 1,250 +Target Records: 1,247 +Missing Records: 3 (order_ids: 10248, 10249, 10250) +``` + +### The Outcome + +**Immediate Benefits:** + +- They fixed the backup system timing issue +- They recovered the missing orders data +- They corrected their sales reports + +**Long-term Benefits:** + +- Now they get an automatic email every morning confirming data matches +- If there's ever a mismatch, they know within hours instead of weeks +- They prevented thousands of dollars in unreported revenue +- Their inventory tracking became accurate again + +## Another Quick Example: Healthcare Clinic + +**City Health Clinic** transfers patient appointment data from their scheduling system to their billing system every hour. + +**They use Data Diff to check:** + +- Patient Name +- Appointment Date +- Doctor Assigned +- Service Type +- Insurance Information + +**One day, Data Diff caught this:** + +**Scheduling System:** + +- Patient: **Robert Martinez** +- Doctor: **Dr. Smith** +- Insurance: **BlueCross Plan A** + +**Billing System:** + +- Patient: **Robert Martinez** +- Doctor: **Dr. Smith** +- Insurance: **BlueCross Plan B (WRONG!)** + +The insurance plan code had changed during transfer. Without Data Diff, they would have billed the wrong insurance company, leading to: + +- Claim rejection +- Payment delays +- Frustrated patient +- Extra work for staff + +Data Diff caught it immediately, and they fixed it before any claim was submitted. + +## Key Takeaways + +**Data Diff is like having a careful proofreader** who checks that when you copy important information, nothing goes wrong. + +**It works automatically** you set it up once, and it keeps watching your data 24/7. + +**It catches problems early** before they affect your reports, decisions, or customers. + +**It gives you peace of mind** you can trust that your backup, reports, and transferred data are accurate. + +## When Should You Use Data Diff? + +Use Data Diff whenever you: + +- Copy data from one place to another +- Create backups of important information +- Generate reports from multiple sources +- Transfer data between different systems +- Move data to the cloud +- Export data to partners or vendors ### Field Scope From 129142e1a16bf98462d451c52fd9227308a58e59 Mon Sep 17 00:00:00 2001 From: shindiogawa Date: Fri, 3 Oct 2025 15:00:29 -0300 Subject: [PATCH 5/9] Add tweaks --- docs/checks/data-diff-check.md | 52 ++++++++++++++++++---------------- 1 file changed, 27 insertions(+), 25 deletions(-) diff --git a/docs/checks/data-diff-check.md b/docs/checks/data-diff-check.md index 640d167f4..19216292b 100644 --- a/docs/checks/data-diff-check.md +++ b/docs/checks/data-diff-check.md @@ -27,7 +27,7 @@ Let's break it down into simple steps: ### Step 1: Choose What to Compare -You pick two sets of data - usually: +You pick two sets of data: - **The Original** (your main source of truth) - **The Copy** (backup, report, or transferred data) @@ -42,7 +42,7 @@ You decide which information is important to check. For example: ### Step 3: The Comparison Happens -Data Diff automatically looks at both sets and checks: +Data Diff automatically looks at both sets: - Is everything from the original in the copy? - Is there anything extra in the copy that shouldn't be there? @@ -87,9 +87,10 @@ Let me walk you through a complete, real-world scenario: ### The Situation **Sunshine Electronics** is an online store that sells gadgets. Every night at midnight, their system creates a backup copy of all the day's orders. This backup is used for: -- Creating daily sales reports -- Feeding data to their accounting system -- Analyzing customer trends + + - Creating daily sales reports + - Feeding data to their accounting system + - Analyzing customer trends ### The Problem They Had @@ -97,10 +98,10 @@ One morning, the Sales Manager noticed the daily report showed 1,247 orders, but After investigating, they discovered: -- The backup system had a glitch -- Some orders placed between 11:58 PM and midnight weren't copying over -- This had been happening for weeks -- They had been under-reporting revenue and had incorrect inventory counts + - The backup system had a glitch + - Some orders placed between 11:58 PM and midnight weren't copied over + - This had been happening for weeks + - They had been under-reporting revenue and had incorrect inventory counts ### The Solution: Data Diff @@ -128,27 +129,28 @@ They set up Data Diff to automatically compare their main orders database with t | 10002 | Mike Chen | Headphones | $149 | Jan 15, 2025 | | 10003 | Emily Davis | Tablet | $399 | Jan 15, 2025 | | ... | ... | ... | ... | ... | -| 10248 | Missing | Missing | Missing | Missing | -| 10249 | Missing | Missing | Missing | Missing | -| 10250 | Missing | Missing | Missing | Missing | +| 10248 | Missing | Missing | Missing | Missing | +| 10249 | Missing | Missing | Missing | Missing | +| 10250 | Missing | Missing | Missing | Missing | ### What Data Diff Discovered **ALERT GENERATED:** -``` -DIFFERENCE DETECTED! -- Original Database: 1,250 orders -- Backup Database: 1,247 orders -- Missing Records: 3 orders (IDs: 10248, 10249, 10250) -- Issue: Orders placed after 11:58 PM not copied -``` + +!!! warning "DIFFERENCE DETECTED!" + - Original Database: 1,250 orders + - Backup Database: 1,247 orders + - Missing Records: 3 orders (IDs: 10248, 10249, 10250) + - Issue: Orders placed after 11:58 PM not copied + **Technical Anomaly Output:** -``` -Anomaly Type: Shape -Source Records: 1,250 -Target Records: 1,247 -Missing Records: 3 (order_ids: 10248, 10249, 10250) -``` + +!!! info + - Anomaly Type: Shape + - Source Records: 1,250 + - Target Records: 1,247 + - Missing Records: 3 (order_ids: 10248, 10249, 10250) + ### The Outcome From 18cb8b3c1767ea47ea15adf6a4a57c797cde3bb4 Mon Sep 17 00:00:00 2001 From: Muze Date: Mon, 6 Oct 2025 19:03:36 +0530 Subject: [PATCH 6/9] QUA-126: Update "Data Diff " check. --- docs/checks/data-diff-check.md | 42 ++++++++++++++++------------------ 1 file changed, 20 insertions(+), 22 deletions(-) diff --git a/docs/checks/data-diff-check.md b/docs/checks/data-diff-check.md index 19216292b..2aecaf756 100644 --- a/docs/checks/data-diff-check.md +++ b/docs/checks/data-diff-check.md @@ -3,7 +3,7 @@ !!! info "Recommended Check" Qualytics recommends using the `dataDiff` rule type instead of the `isReplicaOf`. - The `isReplicaOf` check is sunsetting and will no longer be maintained, while `dataDiff` provides the same functionality with enhanced performance and additional capabilities. + The `isReplicaOf` check is being deprecated and will no longer be maintained, while `dataDiff` provides the same functionality with enhanced performance and additional capabilities. ## What is Data Diff? @@ -50,7 +50,7 @@ Data Diff automatically looks at both sets: ### Step 4: Get Your Results -The DataDiff report shows: +The Data Diff report shows: - **Pass** – Target and reference datasets match; no action needed. - **Anomalies Found** – Differences detected; view the report to see which rows or fields differ. @@ -179,38 +179,36 @@ They set up Data Diff to automatically compare their main orders database with t - Service Type - Insurance Information -**One day, Data Diff caught this:** +### 📋 Before Correction (Data Diff Caught This) -**Scheduling System:** +| **Field** | **Scheduling System** | **Billing System** | +|----------------|----------------------|--------------------| +| Patient | Robert Martinez | Robert Martinez | +| Doctor | Dr. Smith | Dr. Smith | +| Insurance Plan | BlueCross Plan **A** | BlueCross Plan **B** | -- Patient: **Robert Martinez** -- Doctor: **Dr. Smith** -- Insurance: **BlueCross Plan A** +The **Insurance Plan** code changed during transfer. Without Data Diff, the clinic would have billed the wrong insurer. -**Billing System:** +### ✅ After Correction (Fixed Data) -- Patient: **Robert Martinez** -- Doctor: **Dr. Smith** -- Insurance: **BlueCross Plan B (WRONG!)** +| **Field** | **Scheduling System** | **Billing System** | +|----------------|----------------------|--------------------| +| Patient | Robert Martinez | Robert Martinez | +| Doctor | Dr. Smith | Dr. Smith | +| Insurance Plan | BlueCross Plan **A** | BlueCross Plan **A** | -The insurance plan code had changed during transfer. Without Data Diff, they would have billed the wrong insurance company, leading to: - -- Claim rejection -- Payment delays -- Frustrated patient -- Extra work for staff - -Data Diff caught it immediately, and they fixed it before any claim was submitted. +!!! info + Data Diff caught the mismatch and the billing team corrected it before submitting the claim — avoiding claim rejection, payment delays, and extra work. ## Key Takeaways **Data Diff is like having a careful proofreader** who checks that when you copy important information, nothing goes wrong. -**It works automatically** you set it up once, and it keeps watching your data 24/7. +**It works automatically**- you set it up once, and it keeps watching your data 24/7. -**It catches problems early** before they affect your reports, decisions, or customers. +**It catches problems early**- before they affect your reports, decisions, or customers. -**It gives you peace of mind** you can trust that your backup, reports, and transferred data are accurate. +**It gives you peace of mind**- you can trust that your backup, reports, and transferred data are accurate. ## When Should You Use Data Diff? From 038a1bde7da69647b449640cd15e7177c6dac424 Mon Sep 17 00:00:00 2001 From: Muze Date: Tue, 28 Oct 2025 18:09:51 +0530 Subject: [PATCH 7/9] QUA-126: Integrate Arcade Video in "Data Diff" Check and Demonstrate the Entire Process of Adding and Detecting Anomalies. --- docs/checks/data-diff-check.md | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/docs/checks/data-diff-check.md b/docs/checks/data-diff-check.md index 2aecaf756..407ef0e75 100644 --- a/docs/checks/data-diff-check.md +++ b/docs/checks/data-diff-check.md @@ -11,6 +11,12 @@ Think of Data Diff as a **"spot the difference" game for your business data**. Just like when you compare two pictures side-by-side to find what's changed, Data Diff compares two sets of information to make sure they match perfectly. It's like having a super-careful assistant who checks that when you copy something important, nothing gets lost, changed, or added by mistake. +## Add Data Diff Check and Detect Anomalies + +Use the Data Diff Check to compare two tables, detect anomalies, and run a scan to identify mismatched or missing records for accurate data validation. + +
+ ## What Does Data Diff Do? Data Diff helps you answer questions like: @@ -138,10 +144,9 @@ They set up Data Diff to automatically compare their main orders database with t **ALERT GENERATED:** !!! warning "DIFFERENCE DETECTED!" - - Original Database: 1,250 orders - - Backup Database: 1,247 orders - - Missing Records: 3 orders (IDs: 10248, 10249, 10250) - - Issue: Orders placed after 11:58 PM not copied + - Fields Affected: amount, order_id, product, order_date, customer_name + - Rule Applied: Data Diff + - Anomalous Records: 3 **Technical Anomaly Output:** @@ -151,7 +156,6 @@ They set up Data Diff to automatically compare their main orders database with t - Target Records: 1,247 - Missing Records: 3 (order_ids: 10248, 10249, 10250) - ### The Outcome **Immediate Benefits:** From a446441de09daa58e53ebf9d18e04c2b0e299d5d Mon Sep 17 00:00:00 2001 From: Muze Date: Thu, 30 Oct 2025 20:59:44 +0530 Subject: [PATCH 8/9] QUA-126: Update "Data Diff" check as per your suggestion. --- .../checks/data-diff/anomaly-result.png 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- +
## What Does Data Diff Do? Data Diff helps you answer questions like: @@ -113,6 +112,8 @@ After investigating, they discovered: They set up Data Diff to automatically compare their main orders database with the backup every morning. +
+ **Here's what they compared:** **Original Orders Database:** @@ -148,13 +149,22 @@ They set up Data Diff to automatically compare their main orders database with t - Rule Applied: Data Diff - Anomalous Records: 3 -**Technical Anomaly Output:** +**Technical Output (from Qualytics):** -!!! info - - Anomaly Type: Shape - - Source Records: 1,250 - - Target Records: 1,247 - - Missing Records: 3 (order_ids: 10248, 10249, 10250) +After running the Data Diff check, the system identified mismatched records between the **Original Orders Database (Left)** and the **Backup Orders Database (Right)**. + +| Row Status | order_id | amount (Left → Right) | order_date (Left → Right) | customer_name (Left → Right) | product (Left → Right) | +| ----------- | -------- | -------------------- | -------------------------- | ---------------------------- | ---------------------- | +| removed | 10248 | 19.00 → missing | 2025-01-15 → missing | David Lee → missing | Phone Case → missing | +| removed | 10249 | 12.00 → missing | 2025-01-15 → missing | Anna Brown → missing | USB Cable → missing | +| removed | 10250 | 29.00 → missing | 2025-01-15 → missing | Tom Wilson → missing | Mouse → missing | + +![deactivate-user](../assets/checks/data-diff/anomaly-result.png) + +### 🔍 Summary +- These three records exist in the **Original Orders Database** but are **missing from the Backup Orders Database**. +- The “removed” status means Data Diff detected entries that weren’t found in the reference (right) table. +- This confirms that some orders failed to copy during the backup process. ### The Outcome From 11776c85aa928d6a3b222472357421122befdc5d Mon Sep 17 00:00:00 2001 From: Muze Date: Mon, 3 Nov 2025 16:37:01 +0530 Subject: [PATCH 9/9] QUA-126: Add arcade videos as per your suggestions. --- .../checks/data-diff/anomaly-detail.png | Bin 0 -> 122550 bytes docs/checks/data-diff-check.md | 19 +++++++++++++++--- 2 files changed, 16 insertions(+), 3 deletions(-) create mode 100644 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zpZVkDm;Ci)#)E&?7Cm}b)$i$r!aUv>cc~Kd&JM_|zklCti#Z2AD6L$L6cy4)jOuE& S$WZW&f~(WP@2ebx{`DWyDWu2% literal 0 HcmV?d00001 diff --git a/docs/checks/data-diff-check.md b/docs/checks/data-diff-check.md index 45a0c3bd9..e84563851 100644 --- a/docs/checks/data-diff-check.md +++ b/docs/checks/data-diff-check.md @@ -155,9 +155,9 @@ After running the Data Diff check, the system identified mismatched records betw | Row Status | order_id | amount (Left → Right) | order_date (Left → Right) | customer_name (Left → Right) | product (Left → Right) | | ----------- | -------- | -------------------- | -------------------------- | ---------------------------- | ---------------------- | -| removed | 10248 | 19.00 → missing | 2025-01-15 → missing | David Lee → missing | Phone Case → missing | -| removed | 10249 | 12.00 → missing | 2025-01-15 → missing | Anna Brown → missing | USB Cable → missing | -| removed | 10250 | 29.00 → missing | 2025-01-15 → missing | Tom Wilson → missing | Mouse → missing | +| removed | 10248 | 19.00 → missing | 2025-01-15 → missing | David Lee → missing | Phone Case → missing | +| removed | 10249 | 12.00 → missing | 2025-01-15 → missing | Anna Brown → missing | USB Cable → missing | +| removed | 10250 | 29.00 → missing | 2025-01-15 → missing | Tom Wilson → missing | Mouse → missing | ![deactivate-user](../assets/checks/data-diff/anomaly-result.png) @@ -187,6 +187,8 @@ After running the Data Diff check, the system identified mismatched records betw **They use Data Diff to check:** +

+ - Patient Name - Appointment Date - Doctor Assigned @@ -214,6 +216,17 @@ The **Insurance Plan** code changed during transfer. Without Data Diff, the clin !!! info Data Diff caught the mismatch and the billing team corrected it before submitting the claim — avoiding claim rejection, payment delays, and extra work. +### 🧩 Anomalies Detected – Output Table + +The Data Diff check found a mismatch between the **scheduling_system** and **billing_system** datasets for one record. +The issue was detected in the **insurance_plan** field for the patient **Robert Martinez**. + +| **Row Status** | **Patient** | **Field** | **Left (Scheduling System)** | **Right (Billing System)** | +|----------------|-------------------|-------------------|------------------------------|-----------------------------| +| Changed | Robert Martinez | insurance_plan | BlueCross Plan A | BlueCross Plan B | + +![deactivate-user](../assets/checks/data-diff/anomaly-detail.png) + ## Key Takeaways **Data Diff is like having a careful proofreader** who checks that when you copy important information, nothing goes wrong.