Added brief docs and examples for all supported tests

.github/workflows/compile-workspace.yml

@@ -16,6 +16,7 @@ jobs:
         uses: sdf-labs/sdf-action@v0
         id: sdf
         with:
+          sdf_version: 0.3.1
           command: 'sdf compile'
 
       # Use the output from the `sdf` step

README.md

@@ -16,3 +16,219 @@ columns:
 
 For an in-depth guide on how to use SDF tests, please see the Tests section of [our official docs](https://docs.sdf.com/guide/data-quality/tests)
 
+
+## SDF Standard Library Tests
+
+| Test Name                      | Type      |
+| ------------------------------ | --------- |
+| [`not_null()`](#not-null)                  | Scalar    |
+| [`valid_scalar(condition)`](#valid-scalar)     | Scalar   |
+| [`valid_aggregate(condition)`](#valid-aggregate)   | Aggregate |
+| [`unique()`](#unique)                     | Aggregate |
+| [`in_accepted_values([values])`](#in-accepted-values) | Aggregate |
+| [`minimum(value)`](#minimum)           | Aggregate |
+| [`maxiumum(value)`](#maximum)              | Aggregate |
+| [`exclusive_minimum(value)`](#exclusive-minimum)     | Aggregate |
+| [`exclusive_maximum(value)`](#exclusive-maximum)     | Aggregate | 
+| [`between(lower, upper)`](#between)        | Aggregate |
+| [`max_length(value)`](#max-length)            | Aggregate |
+| [`min_length(value)`](#min-length)            | Aggregate |
+| [`like(string)`](#like)                 | Aggregate |
+| [`try_cast(type)`](#try-cast)               | Aggregate |
+| [`primary_key(column)`](#primary-key)          | Aggregate |
+| [`unique_columns([c1, c2])`](#unique-columns)| Table    |
+
+
+#### Not Null
+
+Asserts that no values of a column elements are null.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: not_null()
+```
+
+#### Valid Scalar
+
+Asserts that all values of a column meet a scalar condition.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: valid_scalar("""x == 0 OR x == 1""")
+```
+
+#### Valid Aggregate
+
+Asserts that all values of a column meet an aggregate condition.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: valid_aggregate("""SUM(x) < 100""")
+```
+
+#### Unique
+
+Asserts that all values of a column are unique.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: unique()
+```
+
+#### In Accepted Values
+
+Asserts that all values of a column are in a list of accepted values.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: in_accepted_values([1, 2, 3])
+      - expect: in_accepted_values(['nyse', 'nasdaq', 'dow'])
+```
+
+#### Minimum
+
+Asserts that no values of a column are less than a given value.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: minimum(0)
+```
+
+#### Maximum
+
+Asserts that no values of a column are greater than a given value.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: maximum(100)
+```
+
+#### Exclusive Minimum
+
+Asserts that no values of a column are less than or equal to a given value.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: exclusive_minimum(0)
+```
+
+#### Exclusive Maximum
+
+Asserts that no values of a column are greater than or equal to a given value.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: exclusive_maximum(100)
+```
+
+#### Between
+
+Asserts that all values of a column are between two values.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: between(0, 100)
+```
+
+#### Max Length
+
+Asserts that no string values of a column are greater than a given length.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: max_length(100)
+```
+
+#### Min Length
+
+Asserts that no string values of a column are less than a given length.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: min_length(10)
+```
+
+#### Like
+
+Asserts that all string values of a column contain a given string.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: like('abc')
+```
+
+#### Try Cast
+
+Asserts that all values of a column can be cast to a given type.
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: try_cast('int')
+```
+
+#### Primary Key
+
+Asserts that a column is the Primary Key of a table
+
+**Example:**
+```yaml
+columns:
+  - name: a
+    tests:
+      - expect: primary_key()
+```
+
+#### Unique Columns
+
+Asserts that a combination of columns are unique across a table
+
+**Example:**
+```yaml
+table:
+  name: a
+  tests:
+    - expect: unique_columns(['a', 'b'])
+```
+