How to Integrate a Database with FastAPI: A Step-by-Step Guide Learn how to bridge your FastAPI backend with professional databases like MySQL and PostgreSQL using SQLAlchemy ORM. When building a backend with FastAPI , choosing the right database strategy is crucial for performance and scalability. While local SQLite is excellent for development and testing, production environments usually require robust systems like MySQL or PostgreSQL . In this guide, I will show you how to connect a FastAPI application to a MySQL database using SQLAlchemy , an Object-Relational Mapper (ORM) that allows you to interact with your database using Python classes instead of writing raw SQL commands. Prerequisites Run this command in your terminal first: pip install fastapi sqlalch...

AMT Encoder Explanation AMT Encoder AMT Encoder usually refers to the AMT series of rotary encoders made by CUI Devices / Same Sky. These are used in robotics, CNC machines, motors, and automation systems to measure: Shaft position Rotation speed Direction Angular displacement The AMT series is known for using capacitive sensing technology instead of traditional optical sensing. What Makes AMT Encoders Special? 1. Capacitive Sensing Unlike optical encoders, AMT encoders are: Resistant to dust, oil, and dirt More rugged in industrial environments Less sensitive to vibration 2. High Precision They can provide very fine rotational measurements: Incremental outputs (A/B quadrature) Absolute position outputs Multi-turn tracking ...

  Doping Profile from C–V Characteristics Doping Profile from C–V Characteristics In semiconductor junctions, capacitance-voltage (C–V) measurements are used to determine the doping profile. If the graph of: 1 / C³ versus V is a straight line, then the junction has a linearly graded doping profile . 1. Abrupt Junction For a uniformly doped abrupt PN junction: 1 / C² ∝ V Therefore: Linear (1/C²) vs V → Abrupt junction Doping concentration remains constant 2. Linearly Graded Junction For a linearly varying doping concentration: N(x) ∝ x the capacitance relation becomes: 1 / C³ ∝ V Therefore: Linear (1/C³) vs V → Linearly graded junction Doping concentration changes linearly with distance 3. Doping Profile The doping profile is: N(x) = ax Where: ...

  Ionosphere Layers Ionosphere Definition The ionosphere is a region of Earth’s upper atmosphere (about 60 km to 1000 km) that contains ionized gases (free electrons and ions) created by solar radiation. Importance: Radio communication Satellite signals Navigation systems Layers of the Ionosphere D Layer Height: 60–90 km Electron density: ~10⁸ electrons/m³ Main gases: N₂, O₂ Feature: Absorbs low-frequency radio waves; disappears at night E Layer Height: 90–140 km Electron density: ~10¹⁰ electrons/m³ Main gases: Molecular + atomic oxygen Feature: Reflects medium-frequency radio waves F1 Layer Height: 140–250 km Electron density: ~10¹¹ electrons/m³ Main gases: Atomic oxygen Feature: Exists only during daytim...

  4-bit Asynchronous Counter Problem 4-bit Asynchronous Counter (Propagation Delay Problem) Given Data Number of flip-flops (n) = 4 Propagation delay of each D flip-flop = 10 ns Counter type = Asynchronous (Ripple) counter Step 1: Understand the Concept In an asynchronous counter, each flip-flop is triggered one after another. So, propagation delays are added cumulatively. Step 2: Total Propagation Delay Total delay = number of flip-flops × propagation delay t_total = n × t_pd t_total = 4 × 10 ns = 40 ns Step 3: Minimum Clock Period To avoid errors, clock period must be at least equal to total propagation delay: T_min = 40 ns Step 4: Maximum Frequency Calculation Frequency formula: f_max = 1 / T_min f_max = 1 / (40 × 10⁻⁹) ...

  Ionization Current Ionization Current Definition Ionization current is the electric current produced in a gas when atoms or molecules are ionized, creating charged particles (electrons and positive ions) that move under the influence of an electric field. Ionization Current Formula For a gas-filled ionization chamber operating in the saturation region , the ionization current is: I = e · N₀ · S · L · P e = charge of an electron N₀ = number of ion pairs produced per unit volume per unit pressure S = effective cross-sectional area of the electrodes L = distance between the electrodes (length of ionization region) P = gas pressure Dependence on parameters 1. Dependence on N₀ I ∝ N₀ → More ion pairs produced leads to higher current. 2. Dependence on S (area) I ∝ S → Larger area increase...

  Electromagnetic Flow Meter An electromagnetic flow meter (often called a mag meter ) is a device used to measure the flow rate of liquids—especially conductive fluids —using principles from Faraday's Law of Electromagnetic Induction. How it works When a conductive liquid (like water with minerals, wastewater, or chemicals) flows through a pipe inside the meter: A magnetic field is generated across the pipe. As the liquid moves through this field, it creates a small voltage. Electrodes in the meter detect this voltage. The voltage is directly proportional to the fluid’s flow velocity. So essentially, faster flow = higher voltage = higher measured flow rate . Common applications Water and wastewater treatment plants Chemical processing industries Food and beverage production Pharmaceutical manufacturing Sum...

  Difference Between CMOS and CMOS Inverter CMOS (Complementary MOS) CMOS stands for Complementary Metal Oxide Semiconductor. CMOS is a technology used for designing digital circuits using both nMOS and pMOS transistors. Uses both nMOS and pMOS transistors Used to design complex digital systems Low power consumption Basis of modern electronics Applications: CPUs, memory chips, logic circuits CMOS Inverter A CMOS inverter is the simplest logic gate built using CMOS technology that performs NOT operation. Structure One pMOS transistor (pull-up) One nMOS transistor (pull-down) Truth Table Input Output 0 1 1 0 It performs logical NOT operation using CMOS te...