Cacher is the code snippet organizer for pro developers

Split data into random train and test subsets
  fro

postgresql://pwdesignhtx:MKyzlQTm6n2a@ep-rapid-boat-a52fmjay-pooler.us-east-2.aws.neon.tech/neondb?sslmode=require&channel_binding=require

git config --global --get http.proxy
git config --global --get https.proxy

# 本番DB変更手順メモ

## 前提

- Webアプリケーション開発における本番DB変更を対象とする。
- 作業は一人で実施する。担当者決定、承認者決定、監視担当者決定、会議体調整は扱わない。
- 対象はスキーマ変更、データ変更、スキーマ変更とアプリケーション変更が同時に必要な作業。
- SQL、マイグレーション、確認クエリ、ロールバッククエリ、実行ログを作業単位で保存する。
- DBMS固有のコマンド名はこのメモでは固定しない。採用DBの公式マニュアルで該当構文、ロック、トランザクション、バックアップ、リストアを確認する。
- 本番DBで最初に実行する作業を作らない。ステージング、複製環境、ローカル再現環境、本番トランザクション内検証の順で実行前確認を増やす。

---

## 用語

- DDL: テーブル、カラム、インデックス、制約、ビュー、トリガーを含む定義変更SQL。
- DML: INSERT、UPDATE、DELETEを含む行データ変更SQL。
- 反映SQL: 本番DBへ適用するSQLまたはマイグレーション。
- 戻しSQL: 反映SQLの結果を戻すSQL。DDLの

A complex, vintage Chicano tattoo-style graphic composition featuring a classic 90s luxury lowrider sedan cruising low through a Phoenix barrio summer night, wire spoke wheels shining, whitewall tires, chrome bumpers, and desert dust trailing behind it. Above the car looms a large menacing skull wearing aviator sunglasses and a snapback cap reading “PHX WESTSIDE,” surrounded by palm trees, saguaros, power lines, dice, roses, and heat-wave ribbons. Elaborate gothic typography reads “SUMMERTIME CR

sk-69hm1myE1iPWZ3dZF8782b2073Da4c25B0364a45589c0153

/**
 * @param {number[]} nums
 * @return {number[]}
 */
var leftRightDifference = function(nums) {
  const n = nums.length;
  const ans = new Array(n);   // final result array

  // Compute the total sum once.
  // This lets us derive the right-side sum on the fly.
  let total = 0;
  for (let x of nums) total += x;

  let left = 0;  // running sum of elements to the left of i

  for (let i = 0; i < n; i++) {
    // Right sum is everything except:
    // - the left portion we've already accumulat

A complex, vintage Chicano tattoo-style graphic composition featuring a large menacing skull wearing aviator sunglasses and a snapback cap reading 'Nawf Side'. Below the skull is elaborate, ornate gothic typography reading 'TRILLA THAN THA REST' intertwined with decorative flowing ribbons. At the base sits a classic 90s luxury lowrider sedan with wire spoke wheels, flanked by stacks of hundred dollar bills, a smoking double styrofoam cup, a giant faceted diamond, and a smaller skull resting on a

A complex, vintage Chicano tattoo-style graphic composition featuring a large menacing skull wearing aviator sunglasses and a snapback cap reading 'Nawf Side'. Below the skull is elaborate, ornate gothic typography reading 'TRILLA THAN THA REST' intertwined with decorative flowing ribbons. At the base sits a classic 90s luxury lowrider sedan with wire spoke wheels, flanked by stacks of hundred dollar bills, a smoking double styrofoam cup, a giant faceted diamond, and a smaller skull resting on a

/**
 * @param {number} num1
 * @param {number} num2
 * @return {number}
 */
var totalWaviness = function (num1, num2) {
    return solve(num2) - solve(num1 - 1);

    function solve(n) {
        if (n < 0) return 0;

        const s = String(n);
        const len = s.length;
        const memo = new Map();

        // Returns: { waviness, count }
        function dfs(pos, tight, last, secondLast) {
            const key = pos + "," + tight + "," + last + "," + secondLast;
            if (memo.ha

jQuery(document).ready(function () {
  jQuery('.blog-posts picture source, .blog-posts picture img').each(function () {
    var $el = jQuery(this);

    function fixPath(val) {
      if (!val) return val;
      return val.replace(
        /\/files\/styles\/[^/]+\/public\/images\/([^\s?]+?)(?:\?[^\s]*)?(\s+\d+x)?$/g,
        function (match, filename) {
          var clean = filename.replace(/^(.+\.\w+)\.webp$/, '$1');
          return '/files/images/' + clean;
        }
      );
    }

    var s

# Remove all .pyc files, except the ones in .venv folder
# Preview
find . -type d -name '.venv' -prune -o -type f -name '*.pyc' -print
# Delete
find . -type d -name '.venv' -prune -o -type f -name '*.pyc' -exec rm -f {} +

Building the V1 Agent‑Powered Agency Platform
Introduction

This document outlines the architecture and implementation plan for Version 1 of the AI‑powered design/development agency platform. The goal is to deliver a reliable, maintainable prototype that demonstrates how specialized agents can work together to perform research, generate strategy documents and code, and handle client outreach. The plan emphasises a simple orchestration model rather than complex distributed coordination so the sys

Linear Regression
  from sklearn.linear_model import
  LinearRegression
  lr = LinearRegression()
  
Train Linear Regression model
  X = df[['attribute1','attribute2']]
  Y = df['target_attribute']
  lr.fit(X,Y)
Output predicitons
  Y_hat = lr.predict(X)
  
Identify the coefficient and intercept
  coeff = lr.coef
  intercept = lr.intercept_
  
Residual Plot
  import seanorn as sns
  sns.residualplot(x=df['attribute1'], y=df['attribute2'])
  
Distribution Plot
  import seaborn as sns
  sns.displo

/**
 * @param {number} num1
 * @param {number} num2
 * @return {number}
 */
var totalWaviness = function(num1, num2) {
    // This will accumulate the total waviness across the entire range.
    let total = 0;

    // Iterate through every number in the inclusive range [num1, num2].
    for (let n = num1; n <= num2; n++) {

        // Convert the number to a string so we can easily access its digits.
        const s = String(n);
        const len = s.length;

        // Numbers with fewer than 3

# === CONFIGURATION ===
$AdminSiteUrl = "https://westernssmokehouse-admin.sharepoint.com"
$ClientId     = "715390fe-65ce-48b0-ad72-081abb196164"
$ExportPath   = "C:\Users\Public\Downloads\SiteOwners_$(Get-Date -Format 'yyyyMMdd_HHmmss').csv"

# === CONNECT TO SHAREPOINT ADMIN CENTER ===
Connect-PnPOnline -Url $AdminSiteUrl -Interactive -ClientId $ClientId

# === GET ALL SITE COLLECTIONS ===
Write-Host "Retrieving all site collections..." -ForegroundColor Cyan
$Sites = Get-PnPTenantSite