From 96dc53552142e3c80c055ff003e7439fca864193 Mon Sep 17 00:00:00 2001
From: Chris Riccomini <criccomini@apache.org>
Date: Wed, 1 Feb 2023 08:48:45 -0800
Subject: [PATCH 1/2] Add README link to Python API

Very minor update to point README and docs/index.md to the Python API. Since
there's no index, I used the analyzers page.
---
 README.md     | 2 +-
 docs/index.md | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index d7421346..5d28bdeb 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ Recap makes it easy for engineers to build infrastructure and tools that need me
 * Supports major cloud data warehouses and Postgres
 * No external system dependencies required
 * Designed for the [CLI](https://docs.recap.cloud/latest/cli/)
-* Runs as a Python library or [REST API](https://docs.recap.cloud/latest/rest/)
+* Runs as a [Python API](https://docs.recap.cloud/latest/api/recap.analyzers/) or [REST API](https://docs.recap.cloud/latest/rest/)
 * Fully [pluggable](https://docs.recap.cloud/latest/guides/plugins/)
 
 ## Installation
diff --git a/docs/index.md b/docs/index.md
index 27766430..82b7999d 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -7,7 +7,7 @@ Recap makes it easy for engineers to build infrastructure and tools that need me
 * Supports major cloud data warehouses and PostgreSQL
 * No external system dependencies required
 * Designed for the [CLI](cli.md)
-* Runs as a Python library or [REST API](rest.md)
+* Runs as a [Python API](api/recap.analyzers.md) or [REST API](rest.md)
 * Fully [pluggable](guides/plugins.md)
 
 ## Installation

From 8baf83b032f64b7ad59a4aef0abdf41d706cc577 Mon Sep 17 00:00:00 2001
From: Chris Riccomini <criccomini@apache.org>
Date: Wed, 1 Feb 2023 12:02:52 -0800
Subject: [PATCH 2/2] Require fields in SQLAlchemy profile analyzer

Fields in the SQLAlchemy profile analyzer were optional. This caused some
columns to be matched to `BinaryColumnProfile` when they should have been
numeric. I fixed the issue by requiring all columns to be set (even if it's
just to set them to None). This fixed the issue.
---
 recap/analyzers/sqlalchemy/profile.py | 44 +++++++++++++--------------
 1 file changed, 22 insertions(+), 22 deletions(-)

diff --git a/recap/analyzers/sqlalchemy/profile.py b/recap/analyzers/sqlalchemy/profile.py
index 9f587a50..0874213e 100644
--- a/recap/analyzers/sqlalchemy/profile.py
+++ b/recap/analyzers/sqlalchemy/profile.py
@@ -2,7 +2,7 @@
 import sqlalchemy
 from .columns import TableColumnAnalyzer, Columns
 from contextlib import contextmanager
-from pydantic import BaseModel
+from pydantic import BaseModel, Field
 from recap.analyzers.abstract import AbstractAnalyzer, BaseMetadataModel
 from recap.browsers.db import create_browser, TablePath, ViewPath
 from typing import Generator
@@ -16,36 +16,36 @@ class BaseColumnProfile(BaseModel):
 
 
 class BinaryColumnProfile(BaseColumnProfile):
-    min_length: int | None
-    max_length: int | None
-    distinct: int | None
-    nulls: int | None
+    min_length: int | None = Field(...)
+    max_length: int | None = Field(...)
+    distinct: int | None = Field(...)
+    nulls: int | None = Field(...)
 
 
 class DateColumnProfile(BaseColumnProfile):
-    min: str | None
-    max: str | None
-    distinct: int | None
-    nulls: int | None
-    unix_epochs: int | None
+    min: str | None = Field(...)
+    max: str | None = Field(...)
+    distinct: int | None = Field(...)
+    nulls: int | None = Field(...)
+    unix_epochs: int | None = Field(...)
 
 
 class NumericColumnProfile(BaseColumnProfile):
-    min: int | float | None
-    max: int | float | None
-    average: int | float | None
-    sum: int | float | None
-    nulls: int | None
-    zeros: int | None
-    negatives: int | None
+    min: int | float | None = Field(...)
+    max: int | float | None = Field(...)
+    average: int | float | None = Field(...)
+    sum: int | float | None = Field(...)
+    nulls: int | None = Field(...)
+    zeros: int | None = Field(...)
+    negatives: int | None = Field(...)
 
 
 class StringColumnProfile(BaseColumnProfile):
-    min_length: int | None
-    max_length: int | None
-    distinct: int | None
-    nulls: int | None
-    empty_strings: int | None
+    min_length: int | None = Field(...)
+    max_length: int | None = Field(...)
+    distinct: int | None = Field(...)
+    nulls: int | None = Field(...)
+    empty_strings: int | None = Field(...)
 
 
 ColumnProfile = (