Remove dbt-audit-helper and dbt-profiler related info

even-wei · even-wei · commit 98be4974bbc1 · 2025-05-15T16:50:36.000+08:00
Signed-off-by: even-wei &lt;evenwei@infuseai.io&gt;
diff --git a/docs/features/lineage.md b/docs/features/lineage.md
@@ -1,22 +1,21 @@
 ---
 title: Lineage
 icon: material/file-tree
-
 ---
 
 The Lineage Diff is the main interface to Recce and allows you to quickly see the potential area of impact from your dbt data modeling changes.
 
 ## Lineage Diff
-It's from the Lineage Diff that you will determine which models to investigate further; and also perform the various data validation checks that will serve as proof-of-correctness of your work.
 
+It's from the Lineage Diff that you will determine which models to investigate further; and also perform the various data validation checks that will serve as proof-of-correctness of your work.
 
 <figure markdown>
   ![Recce Lineage Diff](../assets/images/features/lineage-diff.gif){: .shadow}
   <figcaption>Lineage Diff</figcaption>
 </figure>
 
-
 ### Node Summary
+
 ![](../assets/images/features/node.png){: .shadow}
 
 Models are color-coded to indicate their **status**:
@@ -42,56 +41,52 @@ The two icons at the bottom right of each node indicate if a `row count` or `sch
 Click a model to open the [node details](#node-detail) panel and perform other data validation checks.
 
 ### Filter Nodes
+
 In the top control bar, you can change the rule to filter the nodes:
 
 1. **Mode:**
-    - **Changed Models:** Modified nodes and their downstream + 1st degree of their parents.
-    - **All:** Show all nodes.
+   - **Changed Models:** Modified nodes and their downstream + 1st degree of their parents.
+   - **All:** Show all nodes.
 1. **Package:** Filter by dbt package names.
 1. **Select:** Select nodes by [node selection](./node-selection.md).
 1. **Exclude:** Exclude nodes by [node selection](./node-selection.md).
 
 ### Select Nodes
 
-Click a node to select it, or click the  **Select nodes** button at the top-right corner to select multiple nodes for further operations. For detail, see the [Multi Nodes Selections](#multi-nodes-selection) section 
+Click a node to select it, or click the **Select nodes** button at the top-right corner to select multiple nodes for further operations. For detail, see the [Multi Nodes Selections](#multi-nodes-selection) section
 
 ### Row Count Diff
 
 A row count diff can be performed on nodes selected using the `select` and `exclude` options:
 
 ![](../assets/images/features/row-count-diff-selector.gif){: .shadow}
 
-
 After selecting nodes, run the row count diff by:
 
 1. Clicking the 3 dots (**...**) button at the top-right corner.
 2. Clicking **Row Count Diff by Selector**.
 
-
 ## Node Details
 
-The node details panel shows information about a node, such as node type, schema and row count changes, and allows you to perform diffs on the node using the options accessed via the `Explore Change` button. 
+The node details panel shows information about a node, such as node type, schema and row count changes, and allows you to perform diffs on the node using the options accessed via the `Explore Change` button.
 
 ### Schema Diff
 
 Schema Diff shows added, removed, and renamed columns. Click a model in the Lineage Diff to open the node details and view the Schema Diff.
 
 !!! Note
-    Schema Diff requires `catalog.json` in both environments.
-
+Schema Diff requires `catalog.json` in both environments.
 
 <figure markdown>
   ![Recce Schema Diff](../assets/images/features/schema-diff.gif){: .shadow}
   <figcaption>Schema Diff</figcaption>
 </figure>
 
-
 <figure markdown>
   ![Recce Schema Diff](../assets/images/features/schema-diff.png)
   <figcaption>Schema Diff showing renamed column</figcaption>
 </figure>
 
-
 ### Row Count Diff
 
 Row Count Diff shows the difference in row count between the base and current environments.
@@ -121,7 +116,6 @@ Value Diff shows the matched count and percentage for each column in the table.
 
 The primary key is automatically inferred by the first column with the [unique](https://docs.getdbt.com/reference/resource-properties/data-tests#unique) test. If no primary key is detected at least one column is required to be specified as the primary key.
 
-
 <figure markdown>
   ![Recce Value Diff](../assets/images/features/value-diff.png)
   <figcaption>Value Diff</figcaption>
@@ -132,17 +126,6 @@ The primary key is automatically inferred by the first column with the [unique](
 - **Matched**: For a column, the count of matched value of common PKs.
 - **Matched %**: For a column, the ratio of matched over common PKs.
 
-!!! note
-
-    Value Diff uses the `compare_column_values` from [audit-helper](https://hub.getdbt.com/dbt-labs/audit_helper/latest/). To use Value Diff, ensure that `audit-helper` is installed in your project.
-
-    ```yaml
-    packages:
-      - package: dbt-labs/audit_helper
-        version: <version>
-    ```
-
-
 View mismatched values at the row level by clicking the `show mismatched values` option on a column name:
 
 ![](../assets/images/features/value-diff-detail.gif){: .shadow}
@@ -155,26 +138,26 @@ Profile Diff compares the basic statistic (e.g. count, distinct count, min, max,
 2. Click the `Expore Change` button.
 3. Click `Profile Diff`.
 
-
 <figure markdown>
   ![Recce Profile Diff](../assets/images/features/profile-diff.png)
   <figcaption>Profile Diff</figcaption>
 </figure>
 
-Please refer to the [dbt-profiler](https://hub.getdbt.com/data-mie/dbt_profiler/latest/#dbt-profiler) documentation for the definitions of profiling stats.
-
-!!! Note
-    Profile diff uses the `get_profile` from [dbt-profiler](https://hub.getdbt.com/data-mie/dbt_profiler/latest/). To use Profile Diff, ensure that dbt-profiler is installed in your project.
+The Statistics:
 
-    ```yaml
-    packages:
-      - package: data-mie/dbt_profiler
-        version: <version>
-    ```
+- Row count
+- Not null proportion
+- Distinct proportion
+- Distinct count
+- Is unique
+- Minimum
+- Maximum
+- Average
+- Median
 
 ### Histogram Diff
 
-Histogram Diff compares the distribution of a numeric column in an overlay histogram chart.   
+Histogram Diff compares the distribution of a numeric column in an overlay histogram chart.
 
 <figure markdown>
   ![Recce Histogram Diff](../assets/images/features/histogram-diff.png)
@@ -185,7 +168,6 @@ A Histogram Diff can be generated in two ways.
 
 **Via the Explore Change button menu:**
 
-
 1. Select the model from the Lineage DAG.
 2. Click the `Explore Change` button.
 3. Click `Histogram Diff`.
@@ -199,13 +181,11 @@ A Histogram Diff can be generated in two ways.
 3. Click the vertical 3 dots `...`
 4. Click `Histogram Diff`.
 
-
 <figure markdown>
   ![Generate a Recce Histogram Diff ](../assets/images/features/histogram-diff.gif){: .shadow}
   <figcaption>Generate a Recce Histogram Diff from the column options</figcaption>
 </figure>
 
-
 ### Top-K Diff
 
 Top-K Diff compares the distribution of a categorical column. The top 10 elements are shown by default, which can be expanded to the top 50 elements.
@@ -215,12 +195,10 @@ Top-K Diff compares the distribution of a categorical column. The top 10 element
   <figcaption>Recce Top-K Diff</figcaption>
 </figure>
 
-
 A Top-K Diff can be generated in two ways.
 
 **Via the Explore Change button menu:**
 
-
 1. Select the model from the Lineage DAG.
 2. Click the `Explore Change` button.
 3. Click `Top-K Diff`.
@@ -234,14 +212,11 @@ A Top-K Diff can be generated in two ways.
 3. Click the vertical 3 dots `...`
 4. Click `Top-K Diff`.
 
-
 <figure markdown>
   ![Generate a Recce Top-K Diff ](../assets/images/features/top-k-diff.gif){: .shadow}
   <figcaption>Generate a Recce Top-K Diff </figcaption>
 </figure>
 
-
-
 ## Multi-Node Selection
 
 Multiple nodes can be selected in the Lineage DAG. This enables actions to be performed on multiple nodes at the same time such as Row Count Diff, or Value Diff.
@@ -295,8 +270,6 @@ An example of selecting multiple nodes to perform a multi-node Value Diff:
   <figcaption>Perform a Value Diff on multiple nodes</figcaption>
 </figure>
 
-
-
 ## Screenshot
 
 In the diff result, we can find a **Copy to Clipboard** button. it's a handy feature to copy the result image to clipboard and paste in your PR comment.
@@ -339,7 +312,6 @@ For the majority of diffs, which are performed via the Explore Change dropdown m
   <figcaption>Add a Check by clicking the Add to Checklist button in the diff results panel</figcaption>
 </figure>
 
-
 An example performing a Top-K diff and adding the results to the Checklist:
 
 <figure markdown>
diff --git a/docs/installation.md b/docs/installation.md
@@ -11,18 +11,3 @@ Install `Recce` in your dbt project with pip:
 pip install recce
 ```
 
-To take full advantage of all the features of `Recce`, ensure that [dbt_profiler](https://hub.getdbt.com/data-mie/dbt_profiler/latest/) and [audit-helper](https://hub.getdbt.com/dbt-labs/audit_helper/latest/) are installed via the `packages.yml` file in your dbt project .
-
-1. Add these two packages in the packages.yml
-2. Do `dbt deps` to install these 2 packages.
-   
-```yaml 
-packages:
-  - package: dbt-labs/audit_helper
-    version: <version>
-  - package: data-mie/dbt_profiler
-    version: <version>
-
-```
-
-For full instructions on using `Recce`, check the [Getting Started](get-started.md) guide.
diff --git a/docs/recce-cloud/getting-started-recce-cloud.md b/docs/recce-cloud/getting-started-recce-cloud.md
@@ -77,18 +77,6 @@ Set up the Jaffle Shop project and install Recce.
    +     schema: prod
    +     threads: 24
    ```
-1. Add the following packages required by Recce for some features (highly recommended). Create a `./packages.yml` file in the root of your project with the following packages:
-   ```
-   packages:
-   - package: dbt-labs/audit_helper
-     version: 0.12.0
-   - package: data-mie/dbt_profiler
-     version: 0.8.2
-   ```
-   Install the packages:
-   ```
-   dbt deps
-   ```
 
 ## Prepare the base environment
 
@@ -256,4 +244,4 @@ Back on the GitHub PR page, you'll notice that the Recce Cloud check status has
    ![Recce Cloud - All Checks are Approved](../assets/images/recce-cloud/pr-checks-all-approved.png){: .shadow}
 
 
-In a real-world situation you'd now be able to merge the PR with the confidence that the PR author had checked their work, and the reviewer both understands and has signed-off on any changes.
+In a real-world situation you'd now be able to merge the PR with the confidence that the PR author had checked their work, and the reviewer both understands and has signed-off on any changes.
