From 22bd7c91610103c80fd740fd60d614d6debbf6d6 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Mon, 3 Nov 2025 11:16:55 +0100 Subject: [PATCH 1/5] first draft --- .../AI_ML/data-exploration/scikit-learn.md | 715 ++++++++++++++++++ .../AI_ML/Scikit/property_type_stats.png | Bin 0 -> 92630 bytes .../use-cases/AI_ML/Scikit/statistics.png | Bin 0 -> 278659 bytes .../Scikit/visualisation_london_v_rouk.png | Bin 0 -> 518590 bytes 4 files changed, 715 insertions(+) create mode 100644 docs/use-cases/AI_ML/data-exploration/scikit-learn.md create mode 100644 static/images/use-cases/AI_ML/Scikit/property_type_stats.png create mode 100644 static/images/use-cases/AI_ML/Scikit/statistics.png create mode 100644 static/images/use-cases/AI_ML/Scikit/visualisation_london_v_rouk.png diff --git a/docs/use-cases/AI_ML/data-exploration/scikit-learn.md b/docs/use-cases/AI_ML/data-exploration/scikit-learn.md new file mode 100644 index 00000000000..24b86adca16 --- /dev/null +++ b/docs/use-cases/AI_ML/data-exploration/scikit-learn.md @@ -0,0 +1,715 @@ +--- +slug: /use-cases/AI/scikit-learn +sidebar_label: 'Scikit learn' +title: 'Predicting London properties with chDB and scikit-learn' +description: 'This guide explains how to integrate chDB, ClickHouse Cloud and Scikit-learn' +keywords: ['ML', 'Scikit-learn', 'chDB'] +doc_type: 'guide' +--- + +import Image from '@theme/IdealImage'; +import image_1 from '@site/static/images/use-cases/AI_ML/jupyter/1.png'; +import image_2 from '@site/static/images/use-cases/AI_ML/jupyter/2.png'; +import image_3 from '@site/static/images/use-cases/AI_ML/jupyter/3.png'; +import image_4 from '@site/static/images/use-cases/AI_ML/Marimo/4.png'; +import statistics from '@site/static/images/use-cases/AI_ML/Scikit/statistics.png'; +import visualisation_london_v_rouk from '@site/static/images/use-cases/AI_ML/Scikit/visualisation_london_v_rouk.png'; +import property_type_stats from '@site/static/images/use-cases/AI_ML/Scikit/property_type_stats.png'; + +# Predicting London properties with chDB and scikit-learn + +Machine learning prototyping often involves juggling datasets, preprocessing steps, and performance constraints, which can make the process both complex and time-consuming. +**scikit-learn** is one of Python's most popular and powerful libraries for machine learning, offering a large set of utilities for building and evaluating models. +In this guide, we will explore how **chDB** complements scikit-learn in the model development life cycle, by building a binary classifier that predicts whether a property is located in London or elsewhere in the UK, based on features like price, property type, and date. + +**Prerequisites:** + +Before starting, ensure you have: +- Python 3.8 or higher installed +- A virtual environment activated (recommended) +- Basic understanding of SQL and machine learning concepts +- A ClickHouse Cloud service or trial account + +## What we'll be building {#what-we-will-build} + +The UK property market has a unique characteristic: **London is an outlier**. +Properties in London generally cost significantly more (often 2-3x) than that of properties in the rest of the UK (ROUK). +Properties in London also have a different distribution of property types, for example there are more flats and fewer detached houses. +The London property market also follows slightly different market trends over time. +Our goal in this guide is to build a binary classifier that can predict `is_london = 1` (London) or `is_london = 0` (not London) from property transaction features. + +We'll be using the UK Property Price dataset which is available on ClickHouse Cloud as one of the starter datasets that you can import in a few easy clicks. +It contains pricing data for properties which were sold for in the United Kingdom from 1995 to 2024. + +## Setup {#setup} + +### Add the dataset to your Cloud service {#add-dataset} + +To add this dataset to an existing ClickHouse Cloud service, login to [console.clickhouse.cloud](https://console.clickhouse.cloud/) with your account details. + +In the left hand menu, click on `Data sources`. Then click `Add sample data`: + +Add example data set + +Select `Get started` in the UK property price paid data (4GB) card: + +Select UK price paid dataset + +Then click `Import dataset`: + +Import UK price paid dataset + +ClickHouse will automatically create the `pp_complete` table in the `default` database and fill the table with 28.92 million rows of price point data. + +In order to reduce the likelihood of exposing your credentials, we recommend you add your Cloud username and password as environment variables on your local machine. +From a terminal run the following command to add your username and password as environment variables: + +### Set up your credentials {#setting-up-credentials} + +```bash +export CLICKHOUSE_CLOUD_HOSTNAME= +export CLICKHOUSE_CLOUD_USER=default +export CLICKHOUSE_CLOUD_PASSWORD=your_actual_password +``` + +:::note +The environment variables above persist only as long as your terminal session. +To set them permanently, add them to your shell configuration file. + +**Why environment variables?** Storing credentials in environment variables rather than hardcoding them in your notebook: +- Prevents accidentally committing passwords to version control +- Makes it easy to switch between development and production environments +- Follows security best practices +::: + +### Setup a Marimo notebook {#marimo} + +Activate your python virtual environment and install the following packages: + +```sql +pip install marimo chdb scikit-learn pandas matplotlib numpy imbalanced-learn +``` + +We will be using Marimo as a notebook to explore our data and develop our ML model. +Run the following command to start a new notebook: + +```sql +marimo edit london_property_classifier.py +``` + +A new browser window should open with the Marimo interface on localhost:2718: + +Marimo interface + +Marimo notebooks are stored as pure Python files, making them easy to version control and share with others. + +In your first cell, import the necessary libraries: + +```python +import marimo as mo +import chdb +import pandas as pd +import numpy as np +import pickle +import os +from sklearn.model_selection import train_test_split +from sklearn.ensemble import RandomForestClassifier +from sklearn.metrics import accuracy_score +from imblearn.over_sampling import SMOTE +import matplotlib.pyplot as plt +``` + +In this guide we'll be making use of the following libraries: +- `chdb`: an embedded ClickHouse SQL engine for data processing +- `pandas` and `numpy`: a familiar data-science tool for data manipulation and numerical operations +- `scikit-learn`: a Machine learning tools (model, evaluation metrics) library +- `matplotlib`: a popular library for visualization +- `marimo`: reactive notebook components + +### Import data from Cloud {#import-data} + +With our environment variables set, our data imported into our Cloud service, and our notebook up and running, we'll next load the data into our notebook for processing. + +ClickHouse's [`remoteSecure`](/sql-reference/table-functions/remote) function allows you to easily retrieve the data from ClickHouse Cloud. +You can instruct chDB to return this data in process as a Pandas data frame - which is a convenient and familiar way of working with data. + +Run the following query in a new cell to fetch the UK price paid data from your ClickHouse Cloud service and turn it into a `pandas.DataFrame`: + +```python +# Query UK property data +query = """ +SELECT + date, + price, + type::String AS type, + town, + district, + locality, + CASE WHEN locality = 'LONDON' THEN 1 ELSE 0 END AS is_london +FROM remoteSecure( + '{host}', + 'default.pp_complete', + '{user}', + '{password}' +) +WHERE price > 0 + AND town IS NOT NULL + AND district IS NOT NULL + AND locality IS NOT NULL +FORMAT Arrow +""".format( + host=os.getenv('CLICKHOUSE_CLOUD_HOSTNAME'), + user=os.getenv('CLICKHOUSE_CLOUD_USER'), + password=os.getenv('CLICKHOUSE_CLOUD_PASSWORD') +) + +# Load as Arrow table for efficiency +arrow_data = chdb.query(query, "ArrowTable") +df_raw = arrow_data.to_pandas() + +mo.md(f"Loaded {len(df_raw):,} property records from ClickHouse Cloud") +``` + +:::tip +Make sure your Cloud service is not in an idle state when you run the cell above. + +You can run `df_raw.head()` in a new cell to take a look at the first few rows of the data. +::: + +In the code snippet above we defined our SQL query as a templated string, passing in `host`, `user` and `password` as variables which hold our environment variables. +We used the **`remoteSecure()`** table engine to connect to ClickHouse Cloud over a secure connection (TLS encryption) and selected the columns we are interested in, using the **`WHERE`** clause to filter data server side *before* transfer, removing invalid prices and null towns on the ClickHouse server rather than transferring everything and filtering locally, which would be slower. +We also returned a new column `is_london` by specifying `CASE WHEN locality = 'LONDON' THEN 1 ELSE 0 END AS is_london`. + +**`FORMAT Arrow`** tells chDB to return data in the Apache Arrow format. +We chose Apache Arrow as it is a columnar data format that provides 3-10x faster data transfer compared to CSV. +ClickHouse offers the ability to work with over a hundred different file [formats](/interfaces/formats#formats-overview) including familiar ones like CSV, TSV and JSON. + +The **`chdb.query(query, "ArrowTable")`** call tells chdb to execute the query we defined in String `query` and to return a PyArrow Table object as the result. +We then use the **`to_pandas()`** function, to convert the data to a Pandas data frame which is a convenient and familiar way of working with the data. +You'll see later in this guide how you can seamlessly transition between processing data using Pandas and using chdb depending on the task at hand. + +## Data exploration {#data-exploration} + +Before building our model, let's use chDB to understand how London differs from the rest of the UK. + +### Compare price distributions {#compare-price-distributions} + +Run the code below in a new cell to generate price distribution statistics for London properties vs properties in the rest of the UK. + +```python +# Compare price statistics between London and the rest of the UK +query_stats = """ +SELECT + is_london, + COUNT(*) AS count, + AVG(price) AS avg_price, + quantile(0.5)(price) AS median_price, + quantile(0.25)(price) AS q25_price, + quantile(0.75)(price) AS q75_price, + MIN(price) AS min_price, + MAX(price) AS max_price +FROM Python('df_raw') +GROUP BY is_london +ORDER BY is_london DESC +""" + +price_comparison = chdb.query(query_stats, "DataFrame") +mo.ui.table(price_comparison, label="Price distribution: London vs rest of UK") +``` + +Property price statistics + +In the `query_stats` string above we made use of the `Python` table engine. +This table engine allows us to read the data into chdb from the `df_raw` DataFrame which was defined in the previous cell. +We then used ClickHouse's built-in SQL capabilities and just a few of the many aggregate functions to aggregate and transform the data, calculating statistics like the average using `AVG` and the 25th percentile, median and 75th percentile using the `quantiles` function, as well as the min and max values using the `MIN` and `MAX` functions. +We used **`GROUP BY is_london`** to split the data into two groups for comparison + +We're looking at these particular statistics because if the median price of a London property is significantly greater than the median price of property in the rest of the UK, then it's likely that we'll be able to train our model easily. +The 25th and 75th quartiles show us the "typical range" of the price distribution—if these don't overlap much between regions, then price alone is a strong signal. +**Min/Max** show us outliers in our data. + +### Visualizing the price difference between London and ROUK {#visualizing-london-v-rouk} + +Run the following code in a new cell to visualise the distribution: + +```python +# 1. Calculate the 99th percentile threshold for the entire dataset +# we do this for visualization purposes due to extremely large outliers +price_99th_percentile = df_raw['price'].quantile(0.99) + +# 2. Filter the DataFrame to include only prices up to the 99th percentile +df_filtered = df_raw[df_raw['price'] <= price_99th_percentile] + +# Create side-by-side histograms using the filtered data +fig, axes = plt.subplots(1, 2, figsize=(14, 6)) + +# London properties (Filtered) +london_prices = df_filtered[df_filtered['is_london'] == 1]['price'] +axes[0].hist(london_prices, bins=50, alpha=0.7, color='#e74c3c', edgecolor='white') +axes[0].axvline(london_prices.median(), color='darkred', linestyle='--', linewidth=2, + label=f'Median: £{london_prices.median():,.0f}') +axes[0].set_xlabel('Price (£)') +axes[0].set_ylabel('Count') +axes[0].set_title('London Properties (Outliers Excluded)') +axes[0].legend() +axes[0].grid(True, alpha=0.3) +axes[0].ticklabel_format(style='plain', axis='x') + +# Non-London properties (Filtered) +other_prices = df_filtered[df_filtered['is_london'] == 0]['price'] +axes[1].hist(other_prices, bins=50, alpha=0.7, color='#3498db', edgecolor='white') +axes[1].axvline(other_prices.median(), color='darkblue', linestyle='--', linewidth=2, + label=f'Median: £{other_prices.median():,.0f}') +axes[1].set_xlabel('Price (£)') +axes[1].set_ylabel('Count') +axes[1].set_title('Rest of UK Properties (Outliers Excluded)') +axes[1].legend() +axes[1].grid(True, alpha=0.3) +axes[1].ticklabel_format(style='plain', axis='x') + +plt.suptitle(f"Price Distribution up to 99th Percentile (Max Price: £{price_99th_percentile:,.0f})") +plt.tight_layout(rect=[0, 0.03, 1, 0.95]) + +plt.show() +``` + +Visualising the distributions between London and Rest Of UK + +The distributions reveal three key differences that indicate we could build an effective classifier here +- significant shift in central tendency between the two markets. +- little overlap at their modes or peak frequencies. +- London exhibits a much more substantial high-price tail in its distribution. + +
+First, there is a significant shift in central tendency between the two markets. +London's median property price of £254,000 is approximately 1.75 times higher than the rest of the UK's median of £144,995. +This difference in the typical property price provides a simple yet powerful signal that classifiers can leverage. + +Second, the distributions show remarkably little overlap at their modes or peak frequencies. +The rest of the UK's distribution is heavily concentrated at the lower end of the price spectrum, with its peak occurring well below £150,000. +In contrast, London's distribution peaks much higher, in the £200,000 to £300,000 range. +This separation means that a property priced at £300,000, for example, falls beyond the peak frequency of the rest of the UK market, allowing a classifier to confidently predict it as a London property. + +Lastly, London exhibits a much more substantial high-price tail in its distribution. +While both markets have properties extending to higher prices, London's distribution maintains a noticeably thicker tail that extends well beyond £600,000 and up to the £1,150,000 limit shown in the data. +Properties in these higher price brackets are overwhelmingly likely to be located in London, providing another clear distinguishing feature for classification purposes. +
+ +### Property type distribution {#property-type-distribution} + +We'll again use chdb to explore how properties differ by property type. + +In the query below we again make use of the `Python` table engine to read our DataFrame, transform the data using ClickHouse, and return the result back as a DataFrame. + +```python +# Compare property types between regions +query_property_types = """ +SELECT + CASE WHEN is_london = 1 THEN 'London' ELSE 'Rest of UK' END as region, + type, + COUNT(*) as count, + COUNT(*) * 100.0 / SUM(COUNT(*)) OVER (PARTITION BY is_london) as pct_within_region +FROM Python(df_raw) +GROUP BY is_london, type +ORDER BY is_london DESC, type +""" + +type_comparison = chdb.query(query_property_types, "DataFrame") +mo.ui.table(type_comparison, label="Property types by region") +``` + +The query uses a window function with `PARTITION BY is_london` to calculate percentages within each region separately, rather than across the entire dataset. +This approach reveals the composition of property types within each market - for instance, showing what percentage of all London properties are flats versus what percentage of Rest of UK properties are flats. + +By structuring the analysis this way, we can make meaningful comparisons between the regions and determine whether certain property types, such as flats, are more prevalent in London compared to elsewhere in the UK. +This is important because we see that London has a much higher percentage of flats comapred to the rest of the UK. +Property type therefore also becomes another useful signal for our classifier. + +Property type stats + +## Feature engineering with chDB {#feature-engineering} + +Now we'll create features for our machine learning model. +Feature engineering is where we transform raw data into inputs the model can learn from effectively. + +### Creating time-based features {#creating-time-based-features} + +```python +# Create features for classification +features_query = """ +SELECT + is_london, + price, + type, + toYear(date::Date) AS year, + toMonth(date::Date) AS month, + toQuarter(date::Date) AS quarter, + toDayOfWeek(date::Date) AS day_of_week, + town, + district, + locality, + toYear(date::Date) - 2010 AS years_since_2010, + log(price) AS log_price, + row_number() OVER () AS record_id +FROM Python(df_raw) +WHERE price > 0 +""" + +df_features = chdb.query(features_query, "DataFrame") +mo.md(f"**Feature dataset:** {df_features.shape[0]:,} rows × {df_features.shape[1]} columns") +``` + +The query above creates a feature dataset by extracting and transforming multiple variables from the raw property data. +Starting with the original columns like `is_london`, `price`, `type`, and location fields, the query adds several time-based and derived features to help the classification model identify patterns. + +Time-based features are extracted from the transaction date to capture temporal patterns in the property market. +- The `year` extraction is important because property prices fluctuate over time due to changing market conditions. +- The `month` feature captures seasonal patterns, as the property market sees more activity during spring and summer. +- The `quarter` identifies broader economic cycles, while the day of the week (1 for Monday, 7 for Sunday) reflects that most transactions occur on weekdays. +- The `years_since_2010` variable provides a continuous time representation that machine learning models can more easily incorporate into their predictions. + +The query also engineers a logarithmic transformation of the price variable, which offers several advantages for modeling. +It reduces the influence of extreme outliers, makes the price distribution more normal, and treats proportional changes equally—so the jump from £100,000 to £200,000 is modeled similarly to £500,000 to £1,000,000. Finally, a unique record ID is assigned to each row, making it easy to trace predictions back to their original records. + +One of chDB's key advantages is that all these transformations happen together in a single SQL statement, which executes much faster than performing each transformation sequentially in pandas. +This efficiency is especially valuable when working with large datasets like ours. + +### Encoding categorical variables {#encoding-categorical-variables} + +Machine learning models need numerical inputs, but we have text values like town names ("LONDON", "BIRMINGHAM", "MANCHESTER") and property types ("semi-detached", "flat", "terraced" etc). +We'll need to convert these to numbers first. +While we could use a function like `LabelEncoder` from Scikit learn, we'll use an approach called **label encoding** implemented through **reference tables** (also called dimension tables in data warehousing). + + + +#### Create reference tables + +In a new cell, run the code shown below: + +```python +def create_reference_table(df, column_name): + """ + Create a reference table that maps category values to numeric IDs. + + This is like creating a lookup table or dictionary: + LONDON -> 0 + BIRMINGHAM -> 1 + MANCHESTER -> 2 + etc. + """ + query = f""" + SELECT + {column_name}, + row_number() OVER (ORDER BY {column_name}) - 1 as {column_name}_id + FROM ( + SELECT DISTINCT {column_name} + FROM Python(df) + WHERE {column_name} IS NOT NULL + ) + ORDER BY {column_name} + """ + return chdb.query(query, "DataFrame") +``` + +Let's break this query down step by step, starting with the inner select statement: + +```sql +SELECT DISTINCT {column_name} FROM Python(df) WHERE {column_name} IS NOT NULL +``` + +Here we use **`DISTINCT`** to get only unique column names (removing duplicates) and include **`WHERE ... IS NOT NULL`** to exclude missing values. +For column `town`, for example, this will return a list of unique towns such as "LONDON", "BIRMINGHAM", "MANCHESTER", etc. + +```sql +SELECT {column_name}, row_number() OVER (ORDER BY {column_name}) - 1 as {column_name}_id +``` + +The outer query, shown above, then uses that data and assigns a sequential numbers to each row (to each unique town) using **`row_number() OVER (ORDER BY {column_name})`** where `row_number` is a window function that numbers rows: 1, 2, 3, 4, etc. +We use `ORDER BY {column_name}` to order alphabetically. +Using the `town` column for example, will result in `BIRMINGHAM=1`, `LEEDS=2`, `LONDON=3`, `MANCHESTER=4` etc. +Finally, we subtract one so that IDs start from 0, which is a common ML convention. + +This produces a mapping table where each unique categorical variable is assigned a unique numeric variable. +An example is shown below: + + +| town | town_id | +| ---------- | ------- | +| BIRMINGHAM | 0 | +| BRISTOL | 1 | +| LEEDS | 2 | +| LIVERPOOL | 3 | +| LONDON | 4 | +| MANCHESTER | 5 | + +#### Create reference tables for all categorical features + +We can now use the `create_reference_table` function to generate reference tables for the features of interest + +```python +# Create reference tables for categorical columns +type_ref = create_reference_table(df_features, 'type') +town_ref = create_reference_table(df_features, 'town') +district_ref = create_reference_table(df_features, 'district') +locality_ref = create_reference_table(df_features, 'locality') + +# Display the mappings +mo.hstack([ + mo.ui.table(type_ref, label="Property Type Encoding"), + mo.ui.table(town_ref, label="Property Town Encoding"), + mo.ui.table(district_ref, label="Property District Encoding"), + mo.ui.table(locality_ref, label="Property Locality Encoding") +]) +``` + +This produces a unique numerical mapping for each of the categorical variables. + +#### Apply the mappings + +Now we replace text values with numeric IDs using these reference tables with the +`zip` function to pair up columns and the `dict` function to convert pairs to a dictionary: + +```python +# Create dictionaries for fast lookups +type_dict = dict(zip(type_ref['type'], type_ref['type_id'])) +town_dict = dict(zip(town_ref['town'], town_ref['town_id'])) +district_dict = dict(zip(district_ref['district'], district_ref['district_id'])) +locality_dict = dict(zip(locality_ref['locality'], locality_ref['locality_id'])) +``` + +We can then apply the mappings: + +```python +# Replace text with numeric IDs +df_features['type_id'] = df_features['type'].map(type_dict) +df_features['town_id'] = df_features['town'].map(town_dict) +df_features['district_id'] = df_features['district'].map(district_dict) +df_features['locality_id'] = df_features['locality'].map(locality_dict) +``` + +The table below shows an example of how our features looked before applying the encoding: + + +| record_id | type | town | district | locality | price | +|------------|---------------|----------------|------------------|-------------|--------| +| 1 | TERRACED | ABBOTS LANGLEY | ABERCONWY | | 450000 | +| 2 | FLAT | ABERAERON | ADUR | AB KETTLEBY | 180000 | +| 3 | DETACHED | ABERDARE | ALLERDALE | ABBERD | 520000 | +| 4 | SEMI-DETACHED | ABERDOVEY | ALNWICK | ABBERLEY | 320000 | +| 5 | OTHER | ABERGAVENNY | ALYN AND DEESIDE | ABBERTON | 275000 | + + +After encoding, they look like this: + +| record_id | type | type_id | town | town_id | district | district_id | locality | locality_id | price | +|------------|---------------|----------|----------------|----------|------------------|--------------|-------------|--------------|--------| +| 1 | TERRACED | 4 | ABBOTS LANGLEY | 0 | ABERCONWY | 0 | | 0 | 450000 | +| 2 | FLAT | 1 | ABERAERON | 1 | ADUR | 1 | AB KETTLEBY | 1 | 180000 | +| 3 | DETACHED | 0 | ABERDARE | 2 | ALLERDALE | 2 | ABBERD | 2 | 520000 | +| 4 | SEMI-DETACHED | 3 | ABERDOVEY | 3 | ALNWICK | 3 | ABBERLEY | 3 | 320000 | +| 5 | OTHER | 2 | ABERGAVENNY | 4 | ALYN AND DEESIDE | 4 | ABBERTON | 4 | 275000 | + +#### Clean the data + +Most ML models can't handle `NaN` (missing) values so we either need to fill them or remove them. +For this demonstration, we will remove them using the `dropna` function: + +```python +# Remove any rows with missing values +df_clean = df_features.dropna() + +mo.ui.table(df_clean.head(10)) +``` + + + +## Model training + +Now that we have numerical features, it's time to build our classifier. + +### Select feature columns + +```python +# Select feature columns for the model +feature_columns = [ + 'price', + 'log_price', + 'year', + 'month', + 'quarter', + 'day_of_week', + 'type_id', + 'years_since_2010' +] + +# Note: We intentionally exclude town_id, dsitrict_id and locality_id because it would leak the answer! +# town_id=4 means LONDON, so the model would just memorize that. + +# Separate features (X) from target (y) +X = df_clean[feature_columns] +y = df_clean['is_london'] + +mo.md(f""" +**Training data:** +- Features (X): {X.shape} - {X.shape[1]} features for {X.shape[0]:,} properties +- Target (y): {y.shape} - Binary (0 or 1) +- Positive class (London): {y.sum():,} properties ({y.mean():.1%}) +- Negative class (Not London): {(~y.astype(bool)).sum():,} properties ({(~y.astype(bool)).mean():.1%}) +""") +``` + +If we included `town_id` as a feature, the model would simply learn: + +``` +if town_id == 4: predict London +else: predict Not London +``` + +This is called **data leakage** — using information that directly contains the answer. +Our goal is to predict London from *indirect signals* like price and property type, not from the town name itself! +We therefore don't include `district_id` and `county_id` for the same reasons. + +### Split the data + +Machine learning models need to be tested on data they've never seen before. +We split our data into two sets: + +```python +# Split into training and testing sets +X_train, X_test, y_train, y_test = train_test_split( + X, y, + test_size=0.20, # 20% for testing, 80% for training + random_state=42, # Seed for reproducibility + stratify=y # Maintain class balance in both sets +) + +mo.md(f""" +**Data split:** +- Training: {X_train.shape[0]:,} samples ({X_train.shape[0]/len(X)*100:.0f}%) +- Testing: {X_test.shape[0]:,} samples ({X_test.shape[0]/len(X)*100:.0f}%) +- Class distribution preserved: ✓ +""") +``` + +In the code above we set `test_size=0.20` to hold out 20% of the data for testing. +Our model will learn patterns from the remaining 80% of the data, the training set. + +We set `random_state=42`as the reproducibility seed. +With this set, we get the same split every time the code is run. + +We set `stratify=y` to maintain class proportions. +If the overall data is 30% London, 70% other then the training set will also be 30% London, 70% other +and the test set will also be 30% London, 70% other. +We do this to prevent a situation in which the training or test sets are selected in such a way that they are no longer representative of the original data. + +### Correct for dominant majority class + +If you were to proceed to training a model with the data in the current form you would find that we end up with a model +which has a high accuracy but is severely imbalanced and biased due to the dominant majority class. +We essentially end up with a model that is really good at telling us when a property is NOT a London property but not so good +at telling us when it is one. + +The simplest and most direct way to handle this severe imbalance is to use a technique like SMOTE (Synthetic Minority Over-sampling Technique) on the training data to create synthetic London records, providing the model with more examples to learn from. + +Run the following code in a new cell to use SMOTE: + +```python +# Initialize SMOTE +# random_state is set for reproducibility +smote = SMOTE(sampling_strategy='minority', random_state=42) + +mo.md(f""" +**Applying SMOTE to the training data...** +- Training set size BEFORE SMOTE: {X_train.shape[0]:,} samples +- London class BEFORE SMOTE: {y_train.sum():,} +""") + +# Apply SMOTE to only the training data +X_train_resampled, y_train_resampled = smote.fit_resample(X_train, y_train) + +mo.md(f""" +- Training set size AFTER SMOTE: {X_train_resampled.shape[0]:,} samples +- London class AFTER SMOTE: {y_train_resampled.sum():,} +- Not London class AFTER SMOTE: {(~y_train_resampled.astype(bool)).sum():,} +""") +``` + +#### What SMOTE does + +1. `smote.fit_resample(X_train, y_train)` calculates the feature space relationships in the training data. +2. It identifies the minority class (London properties). +3. It then creates new, synthetic London property records until the count of London properties equals the count of non-London properties, thus balancing the training set. + +By training on balanced data, the Random Forest model will no longer have a bias toward the majority "Not London" class, which should significantly increase the precision of our model while maintaining high Recall, leading to a much better F1-score, which we will calculate later. + +### Training a random forest classifier + +For our model, we'll use a **Random Forest** classifier, which is an ensemble of decision trees: +Run the code below to train the model: + +```python +# Initialize and train the model +model = RandomForestClassifier( + n_estimators=100, # Build 100 decision trees + max_depth=15, # Each tree max 15 levels deep + min_samples_split=20, # Need ≥20 samples to split a node + min_samples_leaf=10, # Each leaf must have ≥10 samples + random_state=42, # Reproducibility + n_jobs=-1, # Use all CPU cores +) + +model.fit(X_train_resampled, y_train_resampled) + +# Save model for later use +os.makedirs("models", exist_ok=True) +pickle.dump(model, open("models/london_classifier.pkl", "wb")) + +mo.md("**Model trained successfully!**") +``` + +:::tip Time for a coffee break +This step can take some time. +We recommend grabbing a warm beverage and reading something interesting on our [blog](https://clickhouse.com/blog) while you wait. ⏱️☕ +::: + +## Model evaluation + +Now let's test how well our model performs on data it has never seen: + +```python +# Make predictions on test set +y_pred = model.predict(X_test) + +# Calculate accuracy +accuracy = accuracy_score(y_test, y_pred) + +mo.md(f""" +## Model Performance + +**Accuracy: {accuracy:.2%}** +""") +``` + +> Model Performance +> Accuracy: 89.07% + +The table below gives context to what this level of accuracy means: + + +| Accuracy | Interpretation | +| -------- |----------------------------------------------------------------------------------------| +| 50-60% | Barely better than guessing. The model didn't learn much. | +| 60-75% | There is some signal, but it is weak. | +| 75-85% | The model has good performance, and useful patterns were learned. | +| 85-95% | The model shows strong predictive patterns | +| 95%+ | The model is suspiciously performant. This might indicate data leakage or overfitting. | + +For our London prediction task, we would expect between **85-95% accuracy** because: +- London prices are distinctly higher +- Property type distributions differ +- Clear separating patterns exist + +## Inference with chDB + +Now that we have a trained model, let's explore three different approaches to make predictions on new data. +This is where chDB really shines—showing multiple patterns for integrating ML with SQL workflows. \ No newline at end of file diff --git a/static/images/use-cases/AI_ML/Scikit/property_type_stats.png b/static/images/use-cases/AI_ML/Scikit/property_type_stats.png new file mode 100644 index 0000000000000000000000000000000000000000..8b958b2139bc7f8ba68cd3cf226b3205cb2003d1 GIT binary patch literal 92630 zcmeFZcT`i|*De}SETDoSpmb~qDu|Q_NRh76izro8dXo+bMU*B8h#)QWUL^ERh=PcU z^b#NxkrE(4fHWW^xf@@7f8Y0w`{x<=o^i&>9}Kdyvscz!b3Sv*;8mVB%r| zfj}qjYN{H5K!+niAcno8hk+|Y7r;0W=mqGm>K!9L%hjofEcOv9eRC#jgA!=ArHy-C 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+++++++++++++++++++++- 1 file changed, 21 insertions(+), 1 deletion(-) diff --git a/scripts/aspell-ignore/en/aspell-dict.txt b/scripts/aspell-ignore/en/aspell-dict.txt index 357113ad3e6..b2b6efa0342 100644 --- a/scripts/aspell-ignore/en/aspell-dict.txt +++ b/scripts/aspell-ignore/en/aspell-dict.txt @@ -1,8 +1,20 @@ -personal_ws-1.1 en 3816 +personal_ws-1.1 en 3836 AArch +ABBERD +ABBERLEY +ABBERTON +ABERAERON +ABERCONWY +ABERDARE +ABERDOVEY +ABERGAVENNY ACLs +ADUR AICPA +ALLERDALE +ALNWICK ALTERs +ALYN AMPLab AMQP ANNIndex @@ -285,6 +297,7 @@ DDLWorker DDLWorkerThreads DDLWorkerThreadsActive DDLs +DEESIDE DECRYPT DELETEs DESC @@ -676,6 +689,7 @@ KeeperAliveConnections KeeperMap KeeperOutstandingRequests Kerberos +KETTLEBY Khanna Kibana Kinesis @@ -1243,6 +1257,7 @@ Sapchuk Scalable Scatterplot Schaefer +Scikit Schedulable SchemaInferenceMode Schemas @@ -2366,6 +2381,7 @@ hadoop halfMD halfday hardcoded +hardcoding hardlink hardlinked hardlinks @@ -2841,6 +2857,7 @@ nullables nullptr num numerics +numpy nypd obfuscator observability @@ -3060,6 +3077,7 @@ quantiletdigestweighted quantiletiming quantiletimingweighted quartile +quartiles queryID queryString queryStringAndFragment @@ -3226,6 +3244,7 @@ scala scalable sccache schemaless +scikit schemas seekable seektable @@ -3459,6 +3478,7 @@ tcp tcpPort tcpnodelay templateignorespaces +templated textAlign tgamma tgz From fbd34a17a90632e46379d340f86a0ee5d26a2ae5 Mon Sep 17 00:00:00 2001 From: Shaun Struwig <41984034+Blargian@users.noreply.github.com> Date: Tue, 4 Nov 2025 20:12:17 +0100 Subject: [PATCH 5/5] update sidebar title --- docs/use-cases/AI_ML/data-exploration/_category_.json | 2 +- docs/use-cases/AI_ML/data-exploration/scikit-learn.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/use-cases/AI_ML/data-exploration/_category_.json b/docs/use-cases/AI_ML/data-exploration/_category_.json index e4a25326544..8d924deefb1 100644 --- a/docs/use-cases/AI_ML/data-exploration/_category_.json +++ b/docs/use-cases/AI_ML/data-exploration/_category_.json @@ -1,5 +1,5 @@ { - "label": "Data exploration", + "label": "Data exploration & ML", "collapsible": true, "collapsed": true, } \ No newline at end of file diff --git a/docs/use-cases/AI_ML/data-exploration/scikit-learn.md b/docs/use-cases/AI_ML/data-exploration/scikit-learn.md index ff7b1bcada1..7e43e8c9460 100644 --- a/docs/use-cases/AI_ML/data-exploration/scikit-learn.md +++ b/docs/use-cases/AI_ML/data-exploration/scikit-learn.md @@ -1,6 +1,6 @@ --- slug: /use-cases/AI/scikit-learn -sidebar_label: 'Scikit learn' +sidebar_label: 'Building a binary classifier with scikit-learn' title: 'Classifying UK property types with chDB and scikit-learn' description: 'This guide explains how to build a binary classifier to distinguish flats from detached houses using chDB, ClickHouse Cloud and Scikit-learn' keywords: ['ML', 'Scikit-learn', 'chDB', 'binary classification']

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z*f-k9LG+(U(bv7Pu|IoNJ6C|R?8kuf<_wEE;B|7RzI?A!n3^Tj#qC7Zo}Kzm7>bKT z)hd$~uHw$Yde`Fg>%i0YfTvYO^|KOq{G^Dv0kx&_-sqGNz2fL-h3afTqrHo!tI7LFm zxo9h#o}v=4add5kGgBY?&2?x~{i8YxXQ$=~eR02Hr~kbE(6*E>J$hkCifDXo6NYA< zA4(@U$`g4Ay+^}t*6pdujG1`HnH#Y?clyBB-p1OBe$m{BS&0O>lEmCzm%=*j2s=;q zIT(kN0v-`rc88(qbnB@JH1DU$>YAnEq#Im7O-m$aH) zmGM0u*&z0&A#oIAKnZp`i_ z5r&3IBoaRQ29W0p<(ft?MDZ))iW;5lYu$XEKx+!m6Te7;O^}p#6{kpQ>w{F@sYlwT zk5lC=+-IOP?qE?$!QaBE!f+!RL}Em_ms-K_@TATGhb)TR;}MLA>)XfF8wWaL1DHF4 z{?2YSvCEEgIV?+R;FUt!V5Qq$ywKyuYS z3QrcXtV1^>Cm*~Sa=_3o$K?yoP5Cr_5)X#T&08oS`zA}@Ia=F8t-#B^fEe&%+R)+& z)t`O$3@*s0b?Q4e<99{C@xSt6353 zjb3m80j|zY$h} zvM({qB*ZN3jaN7nXZx3~LoU6;SqP~-hx%OKIhRD`7`o9aYOuizJ{E~9bfbov9K6FF zmld6x@@PLRS07iYoI16&zz}zv7V+q&7123&2VFw;t=)z@wI`ZHJL1k{({{_gIp1&G zl3#^7mDnOd`+H_uaeJHDxv$WbnfSdB6%I(`=i`Xhj z8GKb#wt(zqDmT9t?ntYMCW(4L$=uCRjCNoHa&}c?D2W$^jQ%%@ z4!vl0zYBigv@HF}VfoB Date: Tue, 4 Nov 2025 19:45:34 +0100 Subject: [PATCH 2/5] Scikit learn guide v2 with binary classifier --- .../AI_ML/data-exploration/scikit-learn.md | 1017 +++++++++++++---- .../AI_ML/Scikit/confusion_matrix.png | Bin 0 -> 46443 bytes .../Scikit/property_price_distributions.png | Bin 0 -> 71941 bytes .../Scikit/property_type_composition.png | Bin 0 -> 75897 bytes 4 files changed, 797 insertions(+), 220 deletions(-) create mode 100644 static/images/use-cases/AI_ML/Scikit/confusion_matrix.png create mode 100644 static/images/use-cases/AI_ML/Scikit/property_price_distributions.png create mode 100644 static/images/use-cases/AI_ML/Scikit/property_type_composition.png diff --git a/docs/use-cases/AI_ML/data-exploration/scikit-learn.md b/docs/use-cases/AI_ML/data-exploration/scikit-learn.md index 24b86adca16..ff7b1bcada1 100644 --- a/docs/use-cases/AI_ML/data-exploration/scikit-learn.md +++ b/docs/use-cases/AI_ML/data-exploration/scikit-learn.md @@ -1,9 +1,9 @@ --- slug: /use-cases/AI/scikit-learn sidebar_label: 'Scikit learn' -title: 'Predicting London properties with chDB and scikit-learn' -description: 'This guide explains how to integrate chDB, ClickHouse Cloud and Scikit-learn' -keywords: ['ML', 'Scikit-learn', 'chDB'] +title: 'Classifying UK property types with chDB and scikit-learn' +description: 'This guide explains how to build a binary classifier to distinguish flats from detached houses using chDB, ClickHouse Cloud and Scikit-learn' +keywords: ['ML', 'Scikit-learn', 'chDB', 'binary classification'] doc_type: 'guide' --- @@ -12,15 +12,15 @@ import image_1 from '@site/static/images/use-cases/AI_ML/jupyter/1.png'; import image_2 from '@site/static/images/use-cases/AI_ML/jupyter/2.png'; import image_3 from '@site/static/images/use-cases/AI_ML/jupyter/3.png'; import image_4 from '@site/static/images/use-cases/AI_ML/Marimo/4.png'; -import statistics from '@site/static/images/use-cases/AI_ML/Scikit/statistics.png'; -import visualisation_london_v_rouk from '@site/static/images/use-cases/AI_ML/Scikit/visualisation_london_v_rouk.png'; -import property_type_stats from '@site/static/images/use-cases/AI_ML/Scikit/property_type_stats.png'; +import property_price_distributions from '@site/static/images/use-cases/AI_ML/Scikit/property_price_distributions.png'; +import property_type_composition from '@site/static/images/use-cases/AI_ML/Scikit/property_type_composition.png'; +import confusion_matrix from '@site/static/images/use-cases/AI_ML/Scikit/confusion_matrix.png'; -# Predicting London properties with chDB and scikit-learn +# Classifying UK property types with chDB and scikit-learn Machine learning prototyping often involves juggling datasets, preprocessing steps, and performance constraints, which can make the process both complex and time-consuming. **scikit-learn** is one of Python's most popular and powerful libraries for machine learning, offering a large set of utilities for building and evaluating models. -In this guide, we will explore how **chDB** complements scikit-learn in the model development life cycle, by building a binary classifier that predicts whether a property is located in London or elsewhere in the UK, based on features like price, property type, and date. +In this guide, we will explore how **chDB** complements scikit-learn in the model development life cycle, by building a binary classifier that predicts whether a property is a flat or a detached house, based on features like price, location, and date. **Prerequisites:** @@ -32,11 +32,12 @@ Before starting, ensure you have: ## What we'll be building {#what-we-will-build} -The UK property market has a unique characteristic: **London is an outlier**. -Properties in London generally cost significantly more (often 2-3x) than that of properties in the rest of the UK (ROUK). -Properties in London also have a different distribution of property types, for example there are more flats and fewer detached houses. -The London property market also follows slightly different market trends over time. -Our goal in this guide is to build a binary classifier that can predict `is_london = 1` (London) or `is_london = 0` (not London) from property transaction features. +The UK property market features diverse property types, each with distinct characteristics. Two of the most common types are **flats** and **detached houses**. +Flats are typically self-contained housing units within larger buildings, often found in urban areas with higher density. They generally cost less and have smaller floor areas. +Detached houses are standalone properties with no shared walls, usually found in suburban or rural areas. They typically command higher prices and offer more privacy and space. + +Our goal in this guide is to build a binary classifier that can predict `is_flat = 1` (flat) or `is_flat = 0` (detached house) from property transaction features like price, location, and date. +By focusing only on these two property types, we can build a model that learns to distinguish between these fundamentally different housing options. We'll be using the UK Property Price dataset which is available on ClickHouse Cloud as one of the starter datasets that you can import in a few easy clicks. It contains pricing data for properties which were sold for in the United Kingdom from 1995 to 2024. @@ -87,14 +88,14 @@ To set them permanently, add them to your shell configuration file. Activate your python virtual environment and install the following packages: ```sql -pip install marimo chdb scikit-learn pandas matplotlib numpy imbalanced-learn +pip install marimo chdb scikit-learn pandas matplotlib numpy imbalanced-learn seaborn ``` We will be using Marimo as a notebook to explore our data and develop our ML model. Run the following command to start a new notebook: ```sql -marimo edit london_property_classifier.py +marimo edit property_type_classifier.py ``` A new browser window should open with the Marimo interface on localhost:2718: @@ -114,17 +115,19 @@ import pickle import os from sklearn.model_selection import train_test_split from sklearn.ensemble import RandomForestClassifier -from sklearn.metrics import accuracy_score +from sklearn.metrics import accuracy_score, precision_score, recall_score, f1_score, confusion_matrix, classification_report from imblearn.over_sampling import SMOTE import matplotlib.pyplot as plt +import seaborn as sns ``` In this guide we'll be making use of the following libraries: - `chdb`: an embedded ClickHouse SQL engine for data processing - `pandas` and `numpy`: a familiar data-science tool for data manipulation and numerical operations - `scikit-learn`: a Machine learning tools (model, evaluation metrics) library -- `matplotlib`: a popular library for visualization +- `matplotlib` and `seaborn`: popular libraries for visualization - `marimo`: reactive notebook components +- `imbalanced-learn`: provides tools for handling imbalanced datasets ### Import data from Cloud {#import-data} @@ -136,7 +139,7 @@ You can instruct chDB to return this data in process as a Pandas data frame - wh Run the following query in a new cell to fetch the UK price paid data from your ClickHouse Cloud service and turn it into a `pandas.DataFrame`: ```python -# Query UK property data +# Query UK property data - only flats and detached houses query = """ SELECT date, @@ -145,17 +148,18 @@ SELECT town, district, locality, - CASE WHEN locality = 'LONDON' THEN 1 ELSE 0 END AS is_london + CASE WHEN type = 'flat' THEN 1 ELSE 0 END AS is_flat FROM remoteSecure( '{host}', 'default.pp_complete', '{user}', '{password}' ) -WHERE price > 0 +WHERE price > 0 AND town IS NOT NULL AND district IS NOT NULL AND locality IS NOT NULL + AND type IN ('detached', 'flat') FORMAT Arrow """.format( host=os.getenv('CLICKHOUSE_CLOUD_HOSTNAME'), @@ -167,9 +171,11 @@ FORMAT Arrow arrow_data = chdb.query(query, "ArrowTable") df_raw = arrow_data.to_pandas() -mo.md(f"Loaded {len(df_raw):,} property records from ClickHouse Cloud") +mo.md(f"Loaded {len(df_raw):,} property records (flats and detached houses only) from ClickHouse Cloud") ``` +The query above will load 11.8 million records from Cloud. + :::tip Make sure your Cloud service is not in an idle state when you run the cell above. @@ -177,8 +183,9 @@ You can run `df_raw.head()` in a new cell to take a look at the first few rows o ::: In the code snippet above we defined our SQL query as a templated string, passing in `host`, `user` and `password` as variables which hold our environment variables. -We used the **`remoteSecure()`** table engine to connect to ClickHouse Cloud over a secure connection (TLS encryption) and selected the columns we are interested in, using the **`WHERE`** clause to filter data server side *before* transfer, removing invalid prices and null towns on the ClickHouse server rather than transferring everything and filtering locally, which would be slower. -We also returned a new column `is_london` by specifying `CASE WHEN locality = 'LONDON' THEN 1 ELSE 0 END AS is_london`. +We used the **`remoteSecure()`** table engine to connect to ClickHouse Cloud over a secure connection (TLS encryption) and selected the columns we are interested in. +The **`WHERE`** clause filters data server side *before* transfer—removing invalid prices, null locations, and keeping only flats (`type = 'F'`) and detached houses (`type = 'D'`). This server-side filtering is much faster than transferring everything and filtering locally. +We also created a target variable `is_flat` using `CASE WHEN type = 'F' THEN 1 ELSE 0 END AS is_flat`, which creates a binary label (1 for flat, 0 for detached house). **`FORMAT Arrow`** tells chDB to return data in the Apache Arrow format. We chose Apache Arrow as it is a columnar data format that provides 3-10x faster data transfer compared to CSV. @@ -190,142 +197,209 @@ You'll see later in this guide how you can seamlessly transition between process ## Data exploration {#data-exploration} -Before building our model, let's use chDB to understand how London differs from the rest of the UK. +Before building our model, let's use chDB to understand how flats differ from detached houses. ### Compare price distributions {#compare-price-distributions} -Run the code below in a new cell to generate price distribution statistics for London properties vs properties in the rest of the UK. +Run the code below in a new cell to generate price distribution statistics for flats vs detached houses. ```python -# Compare price statistics between London and the rest of the UK -query_stats = """ -SELECT - is_london, - COUNT(*) AS count, - AVG(price) AS avg_price, - quantile(0.5)(price) AS median_price, - quantile(0.25)(price) AS q25_price, - quantile(0.75)(price) AS q75_price, - MIN(price) AS min_price, - MAX(price) AS max_price -FROM Python('df_raw') -GROUP BY is_london -ORDER BY is_london DESC -""" +def compare_price_stats(): + # Compare price statistics between flats and detached houses + query_stats = """ + SELECT + CASE WHEN is_flat = 1 THEN 'Flat' ELSE 'Detached' END as property_type, + formatReadableQuantity(COUNT(*)) AS count, + formatReadableQuantity(AVG(price)) AS avg_price, + formatReadableQuantity(quantile(0.5)(price)) AS median_price, + formatReadableQuantity(quantile(0.25)(price)) AS q25_price, + formatReadableQuantity(quantile(0.75)(price)) AS q75_price, + formatReadableQuantity(MIN(price)) AS min_price, + formatReadableQuantity(MAX(price)) AS max_price + FROM Python('df_raw') + GROUP BY is_flat + ORDER BY is_flat DESC + """ + + price_comparison = chdb.query(query_stats, "DataFrame") + return mo.ui.table(price_comparison, label="Price distribution: Flats vs Detached houses") -price_comparison = chdb.query(query_stats, "DataFrame") -mo.ui.table(price_comparison, label="Price distribution: London vs rest of UK") +compare_price_stats() ``` -Property price statistics +| Property Type | Count | Average Price | Median Price | Q25 Price | Q75 Price | Min Price | Max Price | +|---------------|-----------|---------------|--------------|-----------|-----------|-----------|--------------| +| Flat | 5,204,810 | £204,500 | £144,720 | £85,250 | £232,500 | £1 | £160,000,000 | +| Detached | 6,666,708 | £296,000 | £234,950 | £145,000 | £360,000 | £1 | £53,490,000 | In the `query_stats` string above we made use of the `Python` table engine. This table engine allows us to read the data into chdb from the `df_raw` DataFrame which was defined in the previous cell. We then used ClickHouse's built-in SQL capabilities and just a few of the many aggregate functions to aggregate and transform the data, calculating statistics like the average using `AVG` and the 25th percentile, median and 75th percentile using the `quantiles` function, as well as the min and max values using the `MIN` and `MAX` functions. -We used **`GROUP BY is_london`** to split the data into two groups for comparison +We used **`GROUP BY is_flat`** to split the data into two groups for comparison. -We're looking at these particular statistics because if the median price of a London property is significantly greater than the median price of property in the rest of the UK, then it's likely that we'll be able to train our model easily. -The 25th and 75th quartiles show us the "typical range" of the price distribution—if these don't overlap much between regions, then price alone is a strong signal. +We're looking at these particular statistics because if the median price of a detached house is significantly different from the median price of a flat, then it's likely that we'll be able to train our model easily. +The 25th and 75th quartiles show us the "typical range" of the price distribution—if these don't overlap much between property types, then price alone is a strong signal. **Min/Max** show us outliers in our data. -### Visualizing the price difference between London and ROUK {#visualizing-london-v-rouk} +### Visualizing the price difference between flats and detached houses {#visualizing-flats-v-detached} -Run the following code in a new cell to visualise the distribution: +Run the following code in a new cell to visualize the distribution: ```python -# 1. Calculate the 99th percentile threshold for the entire dataset -# we do this for visualization purposes due to extremely large outliers -price_99th_percentile = df_raw['price'].quantile(0.99) - -# 2. Filter the DataFrame to include only prices up to the 99th percentile -df_filtered = df_raw[df_raw['price'] <= price_99th_percentile] - -# Create side-by-side histograms using the filtered data -fig, axes = plt.subplots(1, 2, figsize=(14, 6)) - -# London properties (Filtered) -london_prices = df_filtered[df_filtered['is_london'] == 1]['price'] -axes[0].hist(london_prices, bins=50, alpha=0.7, color='#e74c3c', edgecolor='white') -axes[0].axvline(london_prices.median(), color='darkred', linestyle='--', linewidth=2, - label=f'Median: £{london_prices.median():,.0f}') -axes[0].set_xlabel('Price (£)') -axes[0].set_ylabel('Count') -axes[0].set_title('London Properties (Outliers Excluded)') -axes[0].legend() -axes[0].grid(True, alpha=0.3) -axes[0].ticklabel_format(style='plain', axis='x') - -# Non-London properties (Filtered) -other_prices = df_filtered[df_filtered['is_london'] == 0]['price'] -axes[1].hist(other_prices, bins=50, alpha=0.7, color='#3498db', edgecolor='white') -axes[1].axvline(other_prices.median(), color='darkblue', linestyle='--', linewidth=2, - label=f'Median: £{other_prices.median():,.0f}') -axes[1].set_xlabel('Price (£)') -axes[1].set_ylabel('Count') -axes[1].set_title('Rest of UK Properties (Outliers Excluded)') -axes[1].legend() -axes[1].grid(True, alpha=0.3) -axes[1].ticklabel_format(style='plain', axis='x') - -plt.suptitle(f"Price Distribution up to 99th Percentile (Max Price: £{price_99th_percentile:,.0f})") -plt.tight_layout(rect=[0, 0.03, 1, 0.95]) - -plt.show() -``` - -Visualising the distributions between London and Rest Of UK - -The distributions reveal three key differences that indicate we could build an effective classifier here -- significant shift in central tendency between the two markets. -- little overlap at their modes or peak frequencies. -- London exhibits a much more substantial high-price tail in its distribution. +def visualize_price_difference(): + # 1. Calculate the 99th percentile threshold for the entire dataset + # we do this for visualization purposes due to extremely large outliers + price_99th_percentile = df_raw['price'].quantile(0.99) + + # 2. Filter the DataFrame to include only prices up to the 99th percentile + df_filtered = df_raw[df_raw['price'] <= price_99th_percentile] + + # Create side-by-side histograms using the filtered data + fig, axes = plt.subplots(1, 2, figsize=(14, 6)) + + # Flats (Filtered) + flat_prices = df_filtered[df_filtered['is_flat'] == 1]['price'] + axes[0].hist(flat_prices, bins=50, alpha=0.7, color='#e74c3c', edgecolor='white') + axes[0].axvline(flat_prices.median(), color='darkred', linestyle='--', linewidth=2, + label=f'Median: £{flat_prices.median():,.0f}') + axes[0].set_xlabel('Price (£)') + axes[0].set_ylabel('Count') + axes[0].set_title('Flats (Outliers Excluded)') + axes[0].legend() + axes[0].grid(True, alpha=0.3) + axes[0].ticklabel_format(style='plain', axis='x') + + # Detached houses (Filtered) + detached_prices = df_filtered[df_filtered['is_flat'] == 0]['price'] + axes[1].hist(detached_prices, bins=50, alpha=0.7, color='#3498db', edgecolor='white') + axes[1].axvline(detached_prices.median(), color='darkblue', linestyle='--', linewidth=2, + label=f'Median: £{detached_prices.median():,.0f}') + axes[1].set_xlabel('Price (£)') + axes[1].set_ylabel('Count') + axes[1].set_title('Detached Houses (Outliers Excluded)') + axes[1].legend() + axes[1].grid(True, alpha=0.3) + axes[1].ticklabel_format(style='plain', axis='x') + + plt.suptitle(f"Price Distribution up to 99th Percentile (Max Price: £{price_99th_percentile:,.0f})") + plt.tight_layout(rect=[0, 0.03, 1, 0.95]) + + plt.show() + +visualize_price_difference() +``` + +Visualising the price distributions between flats and detached houses + +The distributions reveal three key differences that indicate we could build an effective classifier: +- significant shift in central tendency between the two property types +- different distribution shapes and peak frequencies +- detached houses exhibit a much more substantial high-price tail

    -First, there is a significant shift in central tendency between the two markets. -London's median property price of £254,000 is approximately 1.75 times higher than the rest of the UK's median of £144,995. -This difference in the typical property price provides a simple yet powerful signal that classifiers can leverage. - -Second, the distributions show remarkably little overlap at their modes or peak frequencies. -The rest of the UK's distribution is heavily concentrated at the lower end of the price spectrum, with its peak occurring well below £150,000. -In contrast, London's distribution peaks much higher, in the £200,000 to £300,000 range. -This separation means that a property priced at £300,000, for example, falls beyond the peak frequency of the rest of the UK market, allowing a classifier to confidently predict it as a London property. - -Lastly, London exhibits a much more substantial high-price tail in its distribution. -While both markets have properties extending to higher prices, London's distribution maintains a noticeably thicker tail that extends well beyond £600,000 and up to the £1,150,000 limit shown in the data. -Properties in these higher price brackets are overwhelmingly likely to be located in London, providing another clear distinguishing feature for classification purposes. +First, there is a significant shift in central tendency between the two property types. +Detached houses typically have a higher median price compared to flats, reflecting their larger size, privacy, and standalone nature. +This difference in typical property price provides a simple yet powerful signal that classifiers can leverage. + +Second, the distributions show different shapes and peak frequencies. +Flats tend to be concentrated at the lower end of the price spectrum, with their peak occurring in the more affordable price ranges. +In contrast, detached houses have a distribution that peaks at higher price points and extends further into premium price territory. +This separation means that price alone can be a strong indicator of property type. + +Lastly, detached houses exhibit a much more substantial high-price tail in their distribution. +While both property types have outliers, detached houses maintain a noticeably thicker tail extending to much higher prices. +Properties in these higher price brackets are more likely to be detached houses, which offer more space, land, and privacy—features that command premium prices in the market.
    -### Property type distribution {#property-type-distribution} +### Geographic distribution {#geographic-distribution} -We'll again use chdb to explore how properties differ by property type. +We'll again use chDB to explore how flats and detached houses are distributed across different localities. -In the query below we again make use of the `Python` table engine to read our DataFrame, transform the data using ClickHouse, and return the result back as a DataFrame. +In the query below we make use of the `Python` table engine to read our DataFrame, transform the data using ClickHouse, and return the result back as a DataFrame. ```python -# Compare property types between regions -query_property_types = """ -SELECT - CASE WHEN is_london = 1 THEN 'London' ELSE 'Rest of UK' END as region, - type, - COUNT(*) as count, - COUNT(*) * 100.0 / SUM(COUNT(*)) OVER (PARTITION BY is_london) as pct_within_region -FROM Python(df_raw) -GROUP BY is_london, type -ORDER BY is_london DESC, type -""" +def create_flat_vs_detached_chart(df): + fig, ax = plt.subplots(figsize=(14, 10)) + + # Define colors + colors = { + 'detached': '#E74C3C', # Red + 'flat': '#3498DB', # Blue + } + + # Prepare data + localities = df['locality'].tolist() + y_pos = np.arange(len(localities)) + + # Create stacked bars - detached first, then flat + ax.barh(y_pos, df['pct_detached'].values, + color=colors['detached'], + edgecolor='white', linewidth=1.5, label='Detached') + + ax.barh(y_pos, df['pct_flats'].values, + left=df['pct_detached'].values, + color=colors['flat'], + edgecolor='white', linewidth=1.5, label='Flat') + + # Customize the plot + ax.set_yticks(y_pos) + ax.set_yticklabels(localities) + ax.set_xlabel('Percentage of Properties', fontsize=12) + ax.set_ylabel('City/Town', fontsize=12) + ax.set_title('Property Type Composition by Major UK Cities (Flat vs Detached)', + fontsize=14, fontweight='bold', pad=20) + ax.set_xlim(0, 100) + + # Add grid + ax.grid(axis='x', alpha=0.3, linestyle='--', linewidth=0.5) + ax.set_axisbelow(True) + + # Create legend + handles, labels = ax.get_legend_handles_labels() + legend = ax.legend(handles, labels, title='Property Type', + loc='center left', bbox_to_anchor=(1, 0.5), + frameon=True, fancybox=False, shadow=False) + legend.get_title().set_fontweight('bold') + + # Style adjustments + ax.spines['top'].set_visible(False) + ax.spines['right'].set_visible(False) + ax.spines['left'].set_linewidth(0.5) + ax.spines['bottom'].set_linewidth(0.5) + + plt.tight_layout() + + return fig + +def compare_type_by_locality(): + # Compare property type composition by locality + query_locality = """ + SELECT + locality, + COUNT(*) as total_properties, + SUM(CASE WHEN is_flat = 1 THEN 1 ELSE 0 END) as flat_count, + SUM(CASE WHEN is_flat = 0 THEN 1 ELSE 0 END) as detached_count, + (SUM(CASE WHEN is_flat = 1 THEN 1 ELSE 0 END) * 100.0 / COUNT(*)) as pct_flats, + (SUM(CASE WHEN is_flat = 0 THEN 1 ELSE 0 END) * 100.0 / COUNT(*)) as pct_detached + FROM Python(df_raw) + GROUP BY locality + HAVING COUNT(*) > 10000 -- Only show localities with significant data + ORDER BY pct_flats DESC + LIMIT 10 + """ -type_comparison = chdb.query(query_property_types, "DataFrame") -mo.ui.table(type_comparison, label="Property types by region") -``` + locality_comparison = chdb.query(query_locality, "DataFrame") + fig = create_flat_vs_detached_chart(locality_comparison) + return fig -The query uses a window function with `PARTITION BY is_london` to calculate percentages within each region separately, rather than across the entire dataset. -This approach reveals the composition of property types within each market - for instance, showing what percentage of all London properties are flats versus what percentage of Rest of UK properties are flats. +compare_type_by_locality() +``` -By structuring the analysis this way, we can make meaningful comparisons between the regions and determine whether certain property types, such as flats, are more prevalent in London compared to elsewhere in the UK. -This is important because we see that London has a much higher percentage of flats comapred to the rest of the UK. -Property type therefore also becomes another useful signal for our classifier. +This query reveals how the composition of property types varies by locality. +Urban areas like London tend to have a much higher percentage of flats, while more rural or suburban localities have a higher proportion of detached houses. +This geographic variation is important because location becomes another useful signal for our classifier—the locality where a property is located can help predict whether it's more likely to be a flat or a detached house. -Property type stats +Property type composition by locality ## Feature engineering with chDB {#feature-engineering} @@ -338,9 +412,8 @@ Feature engineering is where we transform raw data into inputs the model can lea # Create features for classification features_query = """ SELECT - is_london, + is_flat, price, - type, toYear(date::Date) AS year, toMonth(date::Date) AS month, toQuarter(date::Date) AS quarter, @@ -360,7 +433,7 @@ mo.md(f"**Feature dataset:** {df_features.shape[0]:,} rows × {df_features.shape ``` The query above creates a feature dataset by extracting and transforming multiple variables from the raw property data. -Starting with the original columns like `is_london`, `price`, `type`, and location fields, the query adds several time-based and derived features to help the classification model identify patterns. +Starting with the original columns like `is_flat`, `price`, and location fields, the query adds several time-based and derived features to help the classification model identify patterns. Time-based features are extracted from the transaction date to capture temporal patterns in the property market. - The `year` extraction is important because property prices fluctuate over time due to changing market conditions. @@ -376,13 +449,13 @@ This efficiency is especially valuable when working with large datasets like our ### Encoding categorical variables {#encoding-categorical-variables} -Machine learning models need numerical inputs, but we have text values like town names ("LONDON", "BIRMINGHAM", "MANCHESTER") and property types ("semi-detached", "flat", "terraced" etc). +Machine learning models need numerical inputs, but we have text values like town names ("LONDON", "BIRMINGHAM", "MANCHESTER"), district names, and locality names. We'll need to convert these to numbers first. While we could use a function like `LabelEncoder` from Scikit learn, we'll use an approach called **label encoding** implemented through **reference tables** (also called dimension tables in data warehousing). -#### Create reference tables +#### Create reference tables {#create-reference-tables} In a new cell, run the code shown below: @@ -432,7 +505,6 @@ Finally, we subtract one so that IDs start from 0, which is a common ML conventi This produces a mapping table where each unique categorical variable is assigned a unique numeric variable. An example is shown below: - | town | town_id | | ---------- | ------- | | BIRMINGHAM | 0 | @@ -442,36 +514,34 @@ An example is shown below: | LONDON | 4 | | MANCHESTER | 5 | -#### Create reference tables for all categorical features +#### Create reference tables for all categorical features {#create-reference-tables-for-all-categorical-features} -We can now use the `create_reference_table` function to generate reference tables for the features of interest +We can now use the `create_reference_table` function to generate reference tables for the features of interest. +Note that we don't encode the property type since it's already captured in our binary target variable `is_flat`. ```python # Create reference tables for categorical columns -type_ref = create_reference_table(df_features, 'type') town_ref = create_reference_table(df_features, 'town') district_ref = create_reference_table(df_features, 'district') locality_ref = create_reference_table(df_features, 'locality') # Display the mappings mo.hstack([ - mo.ui.table(type_ref, label="Property Type Encoding"), - mo.ui.table(town_ref, label="Property Town Encoding"), - mo.ui.table(district_ref, label="Property District Encoding"), - mo.ui.table(locality_ref, label="Property Locality Encoding") + mo.ui.table(town_ref, label="Town Encoding"), + mo.ui.table(district_ref, label="District Encoding"), + mo.ui.table(locality_ref, label="Locality Encoding") ]) ``` This produces a unique numerical mapping for each of the categorical variables. -#### Apply the mappings +#### Apply the mappings {#apply-the-mappings} Now we replace text values with numeric IDs using these reference tables with the `zip` function to pair up columns and the `dict` function to convert pairs to a dictionary: ```python # Create dictionaries for fast lookups -type_dict = dict(zip(type_ref['type'], type_ref['type_id'])) town_dict = dict(zip(town_ref['town'], town_ref['town_id'])) district_dict = dict(zip(district_ref['district'], district_ref['district_id'])) locality_dict = dict(zip(locality_ref['locality'], locality_ref['locality_id'])) @@ -481,7 +551,6 @@ We can then apply the mappings: ```python # Replace text with numeric IDs -df_features['type_id'] = df_features['type'].map(type_dict) df_features['town_id'] = df_features['town'].map(town_dict) df_features['district_id'] = df_features['district'].map(district_dict) df_features['locality_id'] = df_features['locality'].map(locality_dict) @@ -489,27 +558,25 @@ df_features['locality_id'] = df_features['locality'].map(locality_dict) The table below shows an example of how our features looked before applying the encoding: - -| record_id | type | town | district | locality | price | -|------------|---------------|----------------|------------------|-------------|--------| -| 1 | TERRACED | ABBOTS LANGLEY | ABERCONWY | | 450000 | -| 2 | FLAT | ABERAERON | ADUR | AB KETTLEBY | 180000 | -| 3 | DETACHED | ABERDARE | ALLERDALE | ABBERD | 520000 | -| 4 | SEMI-DETACHED | ABERDOVEY | ALNWICK | ABBERLEY | 320000 | -| 5 | OTHER | ABERGAVENNY | ALYN AND DEESIDE | ABBERTON | 275000 | - +| record_id | town | district | locality | price | is_flat | +|------------|----------------|------------------|-------------|--------|---------| +| 1 | ABBOTS LANGLEY | ABERCONWY | ABBERTON | 450000 | 1 | +| 2 | ABERAERON | ADUR | AB KETTLEBY | 180000 | 1 | +| 3 | ABERDARE | ALLERDALE | ABBERD | 520000 | 0 | +| 4 | ABERDOVEY | ALNWICK | ABBERLEY | 320000 | 0 | +| 5 | ABERGAVENNY | ALYN AND DEESIDE | ABBERTON | 275000 | 1 | After encoding, they look like this: -| record_id | type | type_id | town | town_id | district | district_id | locality | locality_id | price | -|------------|---------------|----------|----------------|----------|------------------|--------------|-------------|--------------|--------| -| 1 | TERRACED | 4 | ABBOTS LANGLEY | 0 | ABERCONWY | 0 | | 0 | 450000 | -| 2 | FLAT | 1 | ABERAERON | 1 | ADUR | 1 | AB KETTLEBY | 1 | 180000 | -| 3 | DETACHED | 0 | ABERDARE | 2 | ALLERDALE | 2 | ABBERD | 2 | 520000 | -| 4 | SEMI-DETACHED | 3 | ABERDOVEY | 3 | ALNWICK | 3 | ABBERLEY | 3 | 320000 | -| 5 | OTHER | 2 | ABERGAVENNY | 4 | ALYN AND DEESIDE | 4 | ABBERTON | 4 | 275000 | +| record_id | town | town_id | district | district_id | locality | locality_id | price | is_flat | +|------------|----------------|----------|------------------|--------------|-------------|--------------|--------|---------| +| 1 | ABBOTS LANGLEY | 0 | ABERCONWY | 0 | ABBERTON | 4 | 450000 | 1 | +| 2 | ABERAERON | 1 | ADUR | 1 | AB KETTLEBY | 1 | 180000 | 1 | +| 3 | ABERDARE | 2 | ALLERDALE | 2 | ABBERD | 2 | 520000 | 0 | +| 4 | ABERDOVEY | 3 | ALNWICK | 3 | ABBERLEY | 3 | 320000 | 0 | +| 5 | ABERGAVENNY | 4 | ALYN AND DEESIDE | 4 | ABBERTON | 4 | 275000 | 1 | -#### Clean the data +#### Clean the data {#clean-the-data} Most ML models can't handle `NaN` (missing) values so we either need to fill them or remove them. For this demonstration, we will remove them using the `dropna` function: @@ -523,11 +590,11 @@ mo.ui.table(df_clean.head(10)) -## Model training +## Model training {#model-training} Now that we have numerical features, it's time to build our classifier. -### Select feature columns +### Select feature columns {#select-feature-columns} ```python # Select feature columns for the model @@ -538,38 +605,30 @@ feature_columns = [ 'month', 'quarter', 'day_of_week', - 'type_id', + 'town_id', + 'district_id', + 'locality_id', 'years_since_2010' ] -# Note: We intentionally exclude town_id, dsitrict_id and locality_id because it would leak the answer! -# town_id=4 means LONDON, so the model would just memorize that. - # Separate features (X) from target (y) X = df_clean[feature_columns] -y = df_clean['is_london'] +y = df_clean['is_flat'] mo.md(f""" **Training data:** - Features (X): {X.shape} - {X.shape[1]} features for {X.shape[0]:,} properties - Target (y): {y.shape} - Binary (0 or 1) -- Positive class (London): {y.sum():,} properties ({y.mean():.1%}) -- Negative class (Not London): {(~y.astype(bool)).sum():,} properties ({(~y.astype(bool)).mean():.1%}) +- Positive class (Flat): {y.sum():,} properties ({y.mean():.1%}) +- Negative class (Detached): {(~y.astype(bool)).sum():,} properties ({(~y.astype(bool)).mean():.1%}) """) ``` -If we included `town_id` as a feature, the model would simply learn: - -``` -if town_id == 4: predict London -else: predict Not London -``` - -This is called **data leakage** — using information that directly contains the answer. -Our goal is to predict London from *indirect signals* like price and property type, not from the town name itself! -We therefore don't include `district_id` and `county_id` for the same reasons. +For this classification task, we include location features (`town_id`, `district_id`, `locality_id`) because geographic location is a legitimate signal for predicting property type. +Urban areas tend to have more flats, while suburban and rural areas have more detached houses. +Unlike the previous is_london task, these location features don't directly leak the answer—they provide useful context about the area's characteristics. -### Split the data +### Split the data {#split-the-data} Machine learning models need to be tested on data they've never seen before. We split our data into two sets: @@ -598,18 +657,15 @@ We set `random_state=42`as the reproducibility seed. With this set, we get the same split every time the code is run. We set `stratify=y` to maintain class proportions. -If the overall data is 30% London, 70% other then the training set will also be 30% London, 70% other -and the test set will also be 30% London, 70% other. +If the overall data is 60% flats and 40% detached houses, then both the training and test sets will maintain the same 60/40 split. We do this to prevent a situation in which the training or test sets are selected in such a way that they are no longer representative of the original data. -### Correct for dominant majority class +### Correct for class imbalance {#correct-for-class-imbalance} -If you were to proceed to training a model with the data in the current form you would find that we end up with a model -which has a high accuracy but is severely imbalanced and biased due to the dominant majority class. -We essentially end up with a model that is really good at telling us when a property is NOT a London property but not so good -at telling us when it is one. +If there is a significant imbalance between flats and detached houses in our dataset (for example, if one type is much more common than the other), we might want to address this imbalance. +An imbalanced dataset can cause the model to be biased toward the majority class. -The simplest and most direct way to handle this severe imbalance is to use a technique like SMOTE (Synthetic Minority Over-sampling Technique) on the training data to create synthetic London records, providing the model with more examples to learn from. +The simplest and most direct way to handle class imbalance is to use a technique like SMOTE (Synthetic Minority Over-sampling Technique) on the training data to create synthetic examples of the minority class, providing the model with more balanced examples to learn from. Run the following code in a new cell to use SMOTE: @@ -621,7 +677,8 @@ smote = SMOTE(sampling_strategy='minority', random_state=42) mo.md(f""" **Applying SMOTE to the training data...** - Training set size BEFORE SMOTE: {X_train.shape[0]:,} samples -- London class BEFORE SMOTE: {y_train.sum():,} +- Minority class count BEFORE SMOTE: {min(y_train.sum(), len(y_train) - y_train.sum()):,} +- Majority class count BEFORE SMOTE: {max(y_train.sum(), len(y_train) - y_train.sum()):,} """) # Apply SMOTE to only the training data @@ -629,20 +686,20 @@ X_train_resampled, y_train_resampled = smote.fit_resample(X_train, y_train) mo.md(f""" - Training set size AFTER SMOTE: {X_train_resampled.shape[0]:,} samples -- London class AFTER SMOTE: {y_train_resampled.sum():,} -- Not London class AFTER SMOTE: {(~y_train_resampled.astype(bool)).sum():,} +- Flat class AFTER SMOTE: {y_train_resampled.sum():,} +- Detached class AFTER SMOTE: {(~y_train_resampled.astype(bool)).sum():,} """) ``` -#### What SMOTE does +#### What SMOTE does {#what-smote-does} 1. `smote.fit_resample(X_train, y_train)` calculates the feature space relationships in the training data. -2. It identifies the minority class (London properties). -3. It then creates new, synthetic London property records until the count of London properties equals the count of non-London properties, thus balancing the training set. +2. It identifies the minority class (whichever property type is less common). +3. It then creates new, synthetic property records for the minority class until both classes have equal representation, thus balancing the training set. -By training on balanced data, the Random Forest model will no longer have a bias toward the majority "Not London" class, which should significantly increase the precision of our model while maintaining high Recall, leading to a much better F1-score, which we will calculate later. +By training on balanced data, the Random Forest model will no longer have a bias toward the majority class, which should significantly improve the model's ability to correctly identify both flats and detached houses, leading to better overall performance metrics. -### Training a random forest classifier +### Training a random forest classifier {#training-a-random-forest-classifier} For our model, we'll use a **Random Forest** classifier, which is an ensemble of decision trees: Run the code below to train the model: @@ -662,7 +719,7 @@ model.fit(X_train_resampled, y_train_resampled) # Save model for later use os.makedirs("models", exist_ok=True) -pickle.dump(model, open("models/london_classifier.pkl", "wb")) +pickle.dump(model, open("models/property_type_classifier.pkl", "wb")) mo.md("**Model trained successfully!**") ``` @@ -672,7 +729,7 @@ This step can take some time. We recommend grabbing a warm beverage and reading something interesting on our [blog](https://clickhouse.com/blog) while you wait. ⏱️☕ ::: -## Model evaluation +## Model evaluation {#model-evaluation} Now let's test how well our model performs on data it has never seen: @@ -680,36 +737,556 @@ Now let's test how well our model performs on data it has never seen: # Make predictions on test set y_pred = model.predict(X_test) -# Calculate accuracy +# Calculate various performance metrics accuracy = accuracy_score(y_test, y_pred) +precision = precision_score(y_test, y_pred) +recall = recall_score(y_test, y_pred) +f1 = f1_score(y_test, y_pred) mo.md(f""" -## Model Performance +## Model Performance Metrics -**Accuracy: {accuracy:.2%}** +- **Accuracy: {accuracy:.2%}** - Overall correctness of predictions +- **Precision: {precision:.2%}** - Of all properties predicted as flats, how many were actually flats +- **Recall: {recall:.2%}** - Of all actual flats, how many did we correctly identify +- **F1-Score: {f1:.2%}** - Harmonic mean of precision and recall """) ``` -> Model Performance -> Accuracy: 89.07% +The model achieves strong performance with around **87% accuracy**. Let's understand what each metric means: + +- **Accuracy** tells us the overall percentage of correct predictions across both classes +- **Precision** measures how reliable our "flat" predictions are (few false positives means high precision) +- **Recall** measures how well we catch all actual flats (few false negatives means high recall) +- **F1-Score** balances precision and recall, giving us a single metric that considers both + +### Classification report {#classification-report} + +For a more detailed breakdown, we can generate a full classification report: + +```python +# Generate classification report +report = classification_report(y_test, y_pred, target_names=['Detached', 'Flat']) +print(report) +``` + +```text + precision recall f1-score support + +Detached 0.89 0.88 0.89 1333708 +Flat 0.85 0.86 0.85 1040810 + +accuracy 0.87 2374518 +macro avg 0.87 0.87 0.87 2374518 +weighted avg 0.87 0.87 0.87 2374518 +``` + +This report shows precision, recall, and F1-score for both classes (flats and detached houses), giving us insights into how well the model performs for each property type. + +### Confusion matrix {#confusion-matrix} + +A confusion matrix helps us visualize exactly where our model makes mistakes: + +```python +def plot_confusion_matrix(): + # Calculate confusion matrix + cm = confusion_matrix(y_test, y_pred) + + # Create figure + fig, ax = plt.subplots(figsize=(8, 6)) + + # Plot confusion matrix using seaborn + sns.heatmap(cm, annot=True, fmt='d', cmap='Blues', + xticklabels=['Detached', 'Flat'], + yticklabels=['Detached', 'Flat'], + ax=ax, cbar_kws={'label': 'Count'}) + + # Add labels and title + ax.set_xlabel('Predicted Label', fontsize=12, fontweight='bold') + ax.set_ylabel('True Label', fontsize=12, fontweight='bold') + ax.set_title('Confusion Matrix: Flat vs Detached House Classification', + fontsize=14, fontweight='bold', pad=20) + + # Add percentage annotations + total = cm.sum() + for i in range(2): + for j in range(2): + text = ax.text(j + 0.5, i + 0.7, f'({cm[i,j]/total*100:.1f}%)', + ha="center", va="center", color="gray", fontsize=10) + + plt.tight_layout() + plt.show() + + # Print interpretation + tn, fp, fn, tp = cm.ravel() + mo.md(f""" + ### Confusion Matrix Interpretation: + + - **True Negatives (TN):** {tn:,} - Detached houses correctly identified as detached + - **False Positives (FP):** {fp:,} - Detached houses incorrectly classified as flats + - **False Negatives (FN):** {fn:,} - Flats incorrectly classified as detached + - **True Positives (TP):** {tp:,} - Flats correctly identified as flats + + The diagonal values (TN and TP) represent correct predictions, while off-diagonal values represent errors. + """) + +plot_confusion_matrix() +``` + +Confusion matrix for binary classifier model + +The confusion matrix provides valuable insights: +- The **darker cells on the diagonal** show correct predictions +- **Off-diagonal cells** reveal where the model gets confused +- By examining which type of error is more common (false positives vs false negatives), we can understand the model's biases + +### Understanding model performance {#understanding-model-performance} + +The table below gives context to what different levels of accuracy mean for classification tasks: + +| Accuracy Range | Interpretation | +|----------------|----------------------------------------------------------------------------------------| +| 50-60% | Barely better than guessing. The model didn't learn much. | +| 60-75% | There is some signal, but it is weak. | +| 75-85% | The model has good performance, and useful patterns were learned. | +| 85-95% | The model shows strong predictive patterns | +| 95%+ | The model is suspiciously performant. This might indicate data leakage or overfitting.| + +For our property type classification task, we would expect between **85-95% accuracy** because: +- Detached houses typically have higher prices than flats +- Geographic location correlates strongly with property type (urban areas have more flats) +- Clear separating patterns exist between the two property types + +Our model's performance of ~87% accuracy with balanced precision and recall indicates that it has successfully learned to distinguish between flats and detached houses using the features we provided. + +## Inference with chDB {#inference-with-chdb} + +Now that we have a trained model, let's explore different approaches to make predictions on new data. +This is where chDB really shines—showing multiple patterns for integrating ML with SQL workflows. + +### Loading the trained model {#loading-trained-model} + +First, let's load our saved model that we trained earlier: + +```python +# Load the trained model +with open("models/property_type_classifier.pkl", "rb") as f: + loaded_model = pickle.load(f) + +# Also load the reference tables for encoding new data +town_dict = dict(zip(town_ref['town'], town_ref['town_id'])) +district_dict = dict(zip(district_ref['district'], district_ref['district_id'])) +locality_dict = dict(zip(locality_ref['locality'], locality_ref['locality_id'])) +``` + +### Single property prediction {#single-property-prediction} + +Let's create a helper function that can predict the property type for a single property: + +```python +def predict_property_type(price, date, town, district, locality): + """ + Predict if a property is a flat (1) or detached house (0). + + Args: + price: Property price in GBP + date: Transaction date (YYYY-MM-DD) + town: Town name + district: District name + locality: Locality name + + Returns: + Dictionary with prediction and probability + """ + # Convert date to pandas datetime + date = pd.to_datetime(date) + + # Extract time features + year = date.year + month = date.month + quarter = date.quarter + day_of_week = date.dayofweek + 1 # Monday=1, Sunday=7 + years_since_2010 = year - 2010 + log_price = np.log(price) + + # Encode categorical variables + town_id = town_dict.get(town, -1) + district_id = district_dict.get(district, -1) + locality_id = locality_dict.get(locality, -1) + + # Handle unknown locations + if town_id == -1 or district_id == -1 or locality_id == -1: + return { + 'prediction': None, + 'property_type': 'Unknown', + 'confidence': 0.0, + 'error': 'Unknown location - not in training data' + } + + # Create feature array + features = np.array([[ + price, log_price, year, month, quarter, day_of_week, + town_id, district_id, locality_id, years_since_2010 + ]]) + + # Make prediction + prediction = loaded_model.predict(features)[0] + probability = loaded_model.predict_proba(features)[0] + + return { + 'prediction': int(prediction), + 'property_type': 'Flat' if prediction == 1 else 'Detached House', + 'confidence': float(probability[prediction]), + 'flat_probability': float(probability[1]), + 'detached_probability': float(probability[0]) + } + +# Example: Predict for a £250,000 property in London +result = predict_property_type( + price=250000, + date='2024-01-15', + town='LONDON', + district='CAMDEN', + locality='CAMDEN' +) + +mo.md(f""" +### Prediction Result: +- **Property Type:** {result['property_type']} +- **Confidence:** {result['confidence']:.1%} +- **Flat Probability:** {result['flat_probability']:.1%} +- **Detached Probability:** {result['detached_probability']:.1%} +""") +``` + +### Batch predictions with chDB {#batch-predictions-chdb} + +For multiple properties, we can use chDB to handle feature engineering and then use our model for batch predictions: + +```python +# Sample new properties to predict +new_properties = pd.DataFrame({ + 'price': [250000, 450000, 180000, 650000, 320000], + 'date': ['2024-01-15', '2024-02-20', '2024-03-10', '2024-04-05', '2024-05-12'], + 'town': ['LONDON', 'MANCHESTER', 'BIRMINGHAM', 'OXFORD', 'LEEDS'], + 'district': ['CAMDEN', 'MANCHESTER', 'BIRMINGHAM', 'OXFORD', 'LEEDS'], + 'locality': ['CAMDEN', 'MANCHESTER', 'BIRMINGHAM', 'OXFORD', 'LEEDS'] +}) + +# Use chDB for feature engineering +feature_query = """ +SELECT + price, + log(price) AS log_price, + toYear(date::Date) AS year, + toMonth(date::Date) AS month, + toQuarter(date::Date) AS quarter, + toDayOfWeek(date::Date) AS day_of_week, + toYear(date::Date) - 2010 AS years_since_2010, + town, + district, + locality +FROM Python(new_properties) +""" + +features_df = chdb.query(feature_query, "DataFrame") + +# Encode categorical variables +features_df['town_id'] = features_df['town'].map(town_dict) +features_df['district_id'] = features_df['district'].map(district_dict) +features_df['locality_id'] = features_df['locality'].map(locality_dict) + +# Prepare features for prediction +X_new = features_df[[ + 'price', 'log_price', 'year', 'month', 'quarter', + 'day_of_week', 'town_id', 'district_id', 'locality_id', + 'years_since_2010' +]] + +# Make predictions +predictions = loaded_model.predict(X_new) +probabilities = loaded_model.predict_proba(X_new) + +# Add predictions back to original data +new_properties['predicted_type'] = ['Flat' if p == 1 else 'Detached' for p in predictions] +new_properties['flat_probability'] = probabilities[:, 1] +new_properties['detached_probability'] = probabilities[:, 0] +new_properties['confidence'] = [probabilities[i, predictions[i]] for i in range(len(predictions))] + +mo.ui.table(new_properties, label="Batch Predictions") +``` + +## Inference with ClickHouse User-Defined-functions (UDFs) {#inference-with-clickhouse-udfs} + +ClickHouse supports User Defined Functions (UDFs) that allow you to invoke machine learning models directly at insert or query time. + +### Implementation steps {#implementation-steps} + + + +#### Create a Python UDF Script {#create-python-udf} + +Create a Python script that reads data from stdin, loads your model, and outputs predictions to stdout. +Save this in ClickHouse's `user_scripts` directory (typically `/var/lib/clickhouse/user_scripts/`): + +:::tip +Make sure that the file is executable +::: + +```python title="/var/lib/clickhouse/user_scripts/predict_property_type.py" +#!/usr/bin/env python3 +import sys +import pickle +import os +import numpy as np + +# Use absolute path to model - place your model file here +MODEL_PATH = "/var/lib/clickhouse/user_scripts/property_type_classifier.pkl" + +# Load the model once (for executable_pool type) +try: + with open(MODEL_PATH, "rb") as f: + model = pickle.load(f) +except Exception as e: + # Log error to stderr (will appear in ClickHouse logs) + sys.stderr.write(f"Error loading model from {MODEL_PATH}: {e}\n") + sys.stderr.flush() + sys.exit(1) + +def main(): + try: + # Read chunk length for batching + for number in sys.stdin: + length = int(number.strip()) + + # Collect rows in batch + features_batch = [] + for _ in range(length): + line = sys.stdin.readline().strip() + if not line: + continue + + # Parse TabSeparated input: 10 features expected + values = line.split('\t') + + if len(values) != 10: + sys.stderr.write(f"Expected 10 features, got {len(values)}: {values}\n") + sys.stderr.flush() + continue + + # Convert to appropriate types + features = [ + float(values[0]), # price + float(values[1]), # log_price + int(values[2]), # year + int(values[3]), # month + int(values[4]), # quarter + int(values[5]), # day_of_week + int(values[6]), # town_id + int(values[7]), # district_id + int(values[8]), # locality_id + int(values[9]) # years_since_2010 + ] + features_batch.append(features) + + if not features_batch: + continue + + # Batch prediction + predictions = model.predict(np.array(features_batch)) + + # Output predictions (one per line) + for pred in predictions: + print(int(pred)) + + sys.stdout.flush() + + except Exception as e: + sys.stderr.write(f"Error during prediction: {e}\n") + sys.stderr.flush() + sys.exit(1) + +if __name__ == "__main__": + main() +``` + +**Setup Steps:** + +1. **Install required Python dependencies** for the ClickHouse user: + + :::important + This is the most common cause of `CHILD_WAS_NOT_EXITED_NORMALLY` and `ModuleNotFoundError` errors! + ::: + + ```bash + # Install for the clickhouse user + sudo -u clickhouse python3 -m pip install numpy scikit-learn + + # Or install system-wide if the above doesn't work + sudo python3 -m pip install numpy scikit-learn + ``` + + Verify the installation: + ```bash + sudo -u clickhouse python3 -c "import sklearn; import numpy; print('Dependencies OK')" + ``` + +2. **Copy the model file** to the ClickHouse user_scripts directory: + + ```bash + sudo cp models/property_type_classifier.pkl /var/lib/clickhouse/user_scripts/ + ``` -The table below gives context to what this level of accuracy means: +3. **Make the script executable**: + ```bash + sudo chmod +x /var/lib/clickhouse/user_scripts/predict_property_type.py + ``` -| Accuracy | Interpretation | -| -------- |----------------------------------------------------------------------------------------| -| 50-60% | Barely better than guessing. The model didn't learn much. | -| 60-75% | There is some signal, but it is weak. | -| 75-85% | The model has good performance, and useful patterns were learned. | -| 85-95% | The model shows strong predictive patterns | -| 95%+ | The model is suspiciously performant. This might indicate data leakage or overfitting. | +4. **Set proper ownership**: -For our London prediction task, we would expect between **85-95% accuracy** because: -- London prices are distinctly higher -- Property type distributions differ -- Clear separating patterns exist + ```bash + sudo chown clickhouse:clickhouse /var/lib/clickhouse/user_scripts/predict_property_type.py + sudo chown clickhouse:clickhouse /var/lib/clickhouse/user_scripts/property_type_classifier.pkl + ``` -## Inference with chDB +5. **Test the script manually** to verify it works: + +```bash +echo -e "1\n250000\t12.429\t2023\t5\t2\t3\t100\t50\t25\t13" | \ +/var/lib/clickhouse/user_scripts/predict_property_type.py +``` + +This should output `0` or `1` (the prediction). + +
    + +
    +Common issues + +If you get `CHILD_WAS_NOT_EXITED_NORMALLY` error: + +- **Missing dependencies**: Make sure numpy and scikit-learn are installed for the user running ClickHouse: + +```bash +sudo -u clickhouse python3 -m pip install numpy scikit-learn +``` -Now that we have a trained model, let's explore three different approaches to make predictions on new data. -This is where chDB really shines—showing multiple patterns for integrating ML with SQL workflows. \ No newline at end of file +- **Model not found**: Verify the model file exists and that the path is correct: + +```bash +ls -la /var/lib/clickhouse/user_scripts/property_type_classifier.pkl +``` + +- **Permission issues**: Check the script is executable and owned by clickhouse user + +- **Check ClickHouse logs** for stderr output from the script: + +```bash +sudo tail -f /var/log/clickhouse-server/clickhouse-server.err.log +``` + +
    + +#### Configure the UDF {#configure-the-udf} + +Create an XML configuration file in `/etc/clickhouse-server/` (ending with `_function.xml`) + +```xml title="predict_property_type_function.xml" + + + executable_pool + predict_is_flat + UInt8 + Float64 + Float64 + Int32 + Int32 + Int32 + Int32 + Int32 + Int32 + Int32 + Int32 + TabSeparated + predict_property_type.py + 1 + 10 + 10000 + 10 + + +``` + +**After creating the XML file:** + +1. **Restart ClickHouse** to load the new function: + +```bash +sudo systemctl restart clickhouse-server +``` + +2. **Verify the function is registered**: + +```sql +SELECT name, origin FROM system.functions WHERE name = 'predict_is_flat'; +``` + +You should see: + +```response +┌─name────────────┬─origin────────────────┐ +│ predict_is_flat │ ExecutableUserDefined │ +└─────────────────┴───────────────────────┘ +``` + +#### Use the UDF in SQL Queries {#use-udfs-in-SQL-queries} + +With the setup complete, we'll take one of the existing rows and see how our newly defined `predict_is_flat` +UDF performs. + +We'll take the following row from our existing dataset + +```response +┌─price─┬─type─┬───────date─┬─town─────┬─district───┬─locality─┐ +│ 39950 │ flat │ 1996-08-13 │ NEW QUAY │ CEREDIGION │ NEW QUAY │ +└───────┴──────┴────────────┴──────────┴────────────┴──────────┘ +``` + +Where our encoding for `NEW QUAY` (town) is 710, `CEREDIGION` is 74 and `NEW QUAY` (locality) is 13899. + +```sql +-- Single property prediction +WITH price = 39950, + year = '1996-08-13'::Date +SELECT +predict_is_flat( + price, + log(price), + toYear(year), + toMonth(year), + toQuarter(year), + toDayOfWeek(year), + 710, + 74, + 13899, + toYear(year) - 2010 +) AS predicted_is_flat +``` + +The function returns the prediction: + +```sql +┌─predicted_is_flat─┐ +│ 1 │ +└───────────────────┘ +``` + +
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