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1397 lines
39 KiB
Markdown
1397 lines
39 KiB
Markdown
<div align="center">
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<a href="https://www.nuget.org/packages/MiniExcel"><img src="https://img.shields.io/nuget/v/MiniExcel.svg" alt="NuGet"></a> <a href="https://www.nuget.org/packages/MiniExcel"><img src="https://img.shields.io/nuget/dt/MiniExcel.svg" alt=""></a> <a href="https://ci.appveyor.com/project/shps951023/miniexcel/branch/master"><img src="https://ci.appveyor.com/api/projects/status/b2vustrwsuqx45f4/branch/master?svg=true" alt="Build status"></a>
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<a href="https://www.nuget.org/packages/MiniExcel"><img src="https://img.shields.io/badge/.NET-%3E%3D%204.5-red.svg" alt="version"></a>
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</div>
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<div align="center">
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<strong><a href="README.md">English</a> | <a href="README.zh-CN.md">简体中文</a> | <a href="README.zh-Hant.md">繁體中文</a></strong>
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</div>
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---
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<div align="center">
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Your <a href="https://github.com/shps951023/MiniExcel">Star</a> can make MiniExcel better
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</div>
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---
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### Introduction
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MiniExcel is simple and efficient to avoid OOM's .NET processing Excel tool.
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At present, most popular frameworks need to load all the data into the memory to facilitate operation, but it will cause memory consumption problems. MiniExcel tries to use algorithm from a stream to reduce the original 1000 MB occupation to a few MB to avoid OOM(out of memory).
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![image](https://user-images.githubusercontent.com/12729184/113086657-ab8bd000-9214-11eb-9563-c970ac1ee35e.png)
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### Features
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- Low memory consumption, avoid OOM (out of memory) and full GC
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- Support `real-time` operation of each row of data
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- Support LINQ deferred execution, it can do low-consumption, fast paging and other complex queries
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- Lightweight, without Microsoft Office installed, no COM+, DLL size is less than 150KB
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- Easy API style to read/write/fill excel
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### Get Started
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- [Import/Query Excel](#getstart1)
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- [Export/Create Excel](#getstart2)
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- [Excel Template](#getstart3)
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- [Excel Column Name/Index/Ignore Attribute](#getstart4)
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- [Examples](#getstart5)
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### Installation
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You can install the package [from NuGet](https://www.nuget.org/packages/MiniExcel)
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### Release Notes
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Please Check [Release Notes](docs)
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### TODO
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Please Check [TODO](https://github.com/shps951023/MiniExcel/projects/1?fullscreen=true)
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### Performance
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Benchmarks logic can be found in [MiniExcel.Benchmarks](benchmarks/MiniExcel.Benchmarks/Program.cs) , and test cli
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```bash
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dotnet run -p .\benchmarks\MiniExcel.Benchmarks\ -c Release -f netcoreapp3.1 -- -f * --join
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```
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Output from the latest run is :
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```bash
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BenchmarkDotNet=v0.12.1, OS=Windows 10.0.19042
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Intel Core i7-7700 CPU 3.60GHz (Kaby Lake), 1 CPU, 8 logical and 4 physical cores
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[Host] : .NET Framework 4.8 (4.8.4341.0), X64 RyuJIT
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Job-ZYYABG : .NET Framework 4.8 (4.8.4341.0), X64 RyuJIT
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IterationCount=3 LaunchCount=3 WarmupCount=3
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```
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Benchmark History : [Link](https://github.com/shps951023/MiniExcel/issues/276)
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#### Import/Query Excel
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Logic : [**Test1,000,000x10.xlsx**](benchmarks/MiniExcel.Benchmarks/Test1%2C000%2C000x10.xlsx) as performance test basic file, 1,000,000 rows * 10 columns "HelloWorld" cells, 23 MB file size
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| Library | Method | Max Memory Usage | Mean |
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| ---------------------------- | -------------: | ---------------: | ---------------: |
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| MiniExcel | 'MiniExcel QueryFirst' | 0.109 MB | 0.0007264 sec |
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| ExcelDataReader | 'ExcelDataReader QueryFirst' | 15.24 MB | 10.66421 sec |
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| MiniExcel | 'MiniExcel Query' | 17.3 MB | 14.17933 sec |
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| ExcelDataReader | 'ExcelDataReader Query' | 17.3 MB | 22.56508 sec |
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| Epplus | 'Epplus QueryFirst' | 1,452 MB | 18.19801 sec |
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| Epplus | 'Epplus Query' | 1,451 MB | 23.64747 sec |
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| OpenXmlSDK | 'OpenXmlSDK Query' | 1,412 MB | 52.00327 sec |
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| OpenXmlSDK | 'OpenXmlSDK QueryFirst' | 1,413 MB | 52.34865 sec |
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| ClosedXml | 'ClosedXml QueryFirst' | 2,158 MB | 66.18897 sec |
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| ClosedXml | 'ClosedXml Query' | 2,184 MB | 191.43412 sec |
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#### Export/Create Excel
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Logic : create a total of 10,000,000 "HelloWorld" excel
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| Library | Method | Max Memory Usage | Mean |
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| ------------------------ | -------------: | ---------------: | -----------: |
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| MiniExcel | 'MiniExcel Create Xlsx' | 15 MB | 11.53181 sec |
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| Epplus | 'Epplus Create Xlsx' | 1,204 MB | 22.50971 sec |
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| OpenXmlSdk | 'OpenXmlSdk Create Xlsx' | 2,621 MB | 42.47399 sec |
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| ClosedXml | 'ClosedXml Create Xlsx' | 7,141 MB | 140.93992 sec |
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### Excel Query/Import <a name="getstart1"></a>
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#### 1. Execute a query and map the results to a strongly typed IEnumerable [[Try it]](https://dotnetfiddle.net/w5WD1J)
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Recommand to use Stream.Query because of better efficiency.
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```csharp
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public class UserAccount
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{
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public Guid ID { get; set; }
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public string Name { get; set; }
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public DateTime BoD { get; set; }
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public int Age { get; set; }
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public bool VIP { get; set; }
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public decimal Points { get; set; }
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}
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var rows = MiniExcel.Query<UserAccount>(path);
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// or
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using (var stream = File.OpenRead(path))
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var rows = stream.Query<UserAccount>();
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```
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![image](https://user-images.githubusercontent.com/12729184/111107423-c8c46b80-8591-11eb-982f-c97a2dafb379.png)
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#### 2. Execute a query and map it to a list of dynamic objects without using head [[Try it]](https://dotnetfiddle.net/w5WD1J)
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* dynamic key is `A.B.C.D..`
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| MiniExcel | 1 |
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| -------- | -------- |
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| Github | 2 |
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```csharp
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var rows = MiniExcel.Query(path).ToList();
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// or
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using (var stream = File.OpenRead(path))
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{
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var rows = stream.Query().ToList();
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Assert.Equal("MiniExcel", rows[0].A);
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Assert.Equal(1, rows[0].B);
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Assert.Equal("Github", rows[1].A);
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Assert.Equal(2, rows[1].B);
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}
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```
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#### 3. Execute a query with first header row [[Try it]](https://dotnetfiddle.net/w5WD1J)
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note : same column name use last right one
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Input Excel :
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| Column1 | Column2 |
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| -------- | -------- |
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| MiniExcel | 1 |
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| Github | 2 |
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```csharp
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var rows = MiniExcel.Query(useHeaderRow:true).ToList();
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// or
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using (var stream = File.OpenRead(path))
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{
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var rows = stream.Query(useHeaderRow:true).ToList();
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Assert.Equal("MiniExcel", rows[0].Column1);
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Assert.Equal(1, rows[0].Column2);
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Assert.Equal("Github", rows[1].Column1);
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Assert.Equal(2, rows[1].Column2);
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}
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```
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#### 4. Query Support LINQ Extension First/Take/Skip ...etc
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Query First
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```csharp
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var row = MiniExcel.Query(path).First();
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Assert.Equal("HelloWorld", row.A);
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// or
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using (var stream = File.OpenRead(path))
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{
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var row = stream.Query().First();
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Assert.Equal("HelloWorld", row.A);
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}
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```
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Performance between MiniExcel/ExcelDataReader/ClosedXML/EPPlus
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![queryfirst](https://user-images.githubusercontent.com/12729184/111072392-6037a900-8515-11eb-9693-5ce2dad1e460.gif)
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#### 5. Query by sheet name
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```csharp
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MiniExcel.Query(path, sheetName: "SheetName");
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//or
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stream.Query(sheetName: "SheetName");
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```
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#### 6. Query all sheet name and rows
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```csharp
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var sheetNames = MiniExcel.GetSheetNames(path);
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foreach (var sheetName in sheetNames)
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{
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var rows = MiniExcel.Query(path, sheetName: sheetName);
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}
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```
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#### 7. Get Columns
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```csharp
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var columns = MiniExcel.GetColumns(path); // e.g result : ["A","B"...]
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var cnt = columns.Count; // get column count
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```
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#### 8. Dynamic Query cast row to `IDictionary<string,object>`
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```csharp
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foreach(IDictionary<string,object> row in MiniExcel.Query(path))
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{
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//..
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}
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// or
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var rows = MiniExcel.Query(path).Cast<IDictionary<string,object>>();
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```
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#### 9. Query Excel return DataTable
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Not recommended, because DataTable will load all data into memory and lose MiniExcel's low memory consumption feature.
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```C#
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var table = MiniExcel.QueryAsDataTable(path, useHeaderRow: true);
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```
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![image](https://user-images.githubusercontent.com/12729184/116673475-07917200-a9d6-11eb-947e-a6f68cce58df.png)
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#### 10. Specify the cell to start reading data
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```csharp
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MiniExcel.Query(path,useHeaderRow:true,startCell:"B3")
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```
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![image](https://user-images.githubusercontent.com/12729184/117260316-8593c400-ae81-11eb-9877-c087b7ac2b01.png)
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#### 11. Fill Merged Cells
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Note: The efficiency is slower compared to `not using merge fill`
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Reason: The OpenXml standard puts mergeCells at the bottom of the file, which leads to the need to foreach the sheetxml twice
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```csharp
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var config = new OpenXmlConfiguration()
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{
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FillMergedCells = true
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};
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var rows = MiniExcel.Query(path, configuration: config);
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```
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![image](https://user-images.githubusercontent.com/12729184/117973630-3527d500-b35f-11eb-95c3-bde255f8114e.png)
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support variable length and width multi-row and column filling
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![image](https://user-images.githubusercontent.com/12729184/117973820-6d2f1800-b35f-11eb-88d8-555063938108.png)
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### Create/Export Excel <a name="getstart2"></a>
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1. Must be a non-abstract type with a public parameterless constructor .
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2. MiniExcel support parameter IEnumerable Deferred Execution, If you want to use least memory, please do not call methods such as ToList
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e.g : ToList or not memory usage
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![image](https://user-images.githubusercontent.com/12729184/112587389-752b0b00-8e38-11eb-8a52-cfb76c57e5eb.png)
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#### 1. Anonymous or strongly type [[Try it]](https://dotnetfiddle.net/w5WD1J)
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```csharp
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var path = Path.Combine(Path.GetTempPath(), $"{Guid.NewGuid()}.xlsx");
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MiniExcel.SaveAs(path, new[] {
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new { Column1 = "MiniExcel", Column2 = 1 },
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new { Column1 = "Github", Column2 = 2}
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});
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```
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#### 2. `IEnumerable<IDictionary<string, object>>`
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```csharp
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var values = new List<Dictionary<string, object>>()
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{
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new Dictionary<string,object>{{ "Column1", "MiniExcel" }, { "Column2", 1 } },
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new Dictionary<string,object>{{ "Column1", "Github" }, { "Column2", 2 } }
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};
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MiniExcel.SaveAs(path, values);
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```
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Create File Result :
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| Column1 | Column2 |
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| -------- | -------- |
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| MiniExcel | 1 |
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| Github | 2 |
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#### 3. IDataReader
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- `Recommended`, it can avoid to load all data into memory
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```csharp
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MiniExcel.SaveAs(path, reader);
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```
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![image](https://user-images.githubusercontent.com/12729184/121275378-149a5e80-c8bc-11eb-85fe-5453552134f0.png)
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DataReader export multiple sheets (recommand by Dapper ExecuteReader)
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```csharp
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using (var cnn = Connection)
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{
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cnn.Open();
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var sheets = new Dictionary<string,object>();
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sheets.Add("sheet1", cnn.ExecuteReader("select 1 id"));
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sheets.Add("sheet2", cnn.ExecuteReader("select 2 id"));
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MiniExcel.SaveAs("Demo.xlsx", sheets);
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}
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```
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#### 4. Datatable
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- `Not recommended`, it will load all data into memory
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- DataTable use Caption for column name first, then use columname
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```csharp
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var path = Path.Combine(Path.GetTempPath(), $"{Guid.NewGuid()}.xlsx");
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var table = new DataTable();
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{
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table.Columns.Add("Column1", typeof(string));
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table.Columns.Add("Column2", typeof(decimal));
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table.Rows.Add("MiniExcel", 1);
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table.Rows.Add("Github", 2);
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}
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MiniExcel.SaveAs(path, table);
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```
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#### 5. Dapper Query
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- `Not recommended`, it will load all data into memory, please use `ExecuteReader`
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```csharp
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using (var connection = GetConnection(connectionString))
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{
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var rows = connection.Query(@"select 'MiniExcel' as Column1,1 as Column2 union all select 'Github',2");
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MiniExcel.SaveAs(path, rows);
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}
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```
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#### 6. SaveAs to MemoryStream [[Try it]](https://dotnetfiddle.net/JOen0e)
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```csharp
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using (var stream = new MemoryStream()) //support FileStream,MemoryStream ect.
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{
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stream.SaveAs(values);
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}
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```
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e.g : api of export excel
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```csharp
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public IActionResult DownloadExcel()
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{
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var values = new[] {
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new { Column1 = "MiniExcel", Column2 = 1 },
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new { Column1 = "Github", Column2 = 2}
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};
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var memoryStream = new MemoryStream();
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memoryStream.SaveAs(values);
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memoryStream.Seek(0, SeekOrigin.Begin);
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return new FileStreamResult(memoryStream, "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet")
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{
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FileDownloadName = "demo.xlsx"
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};
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}
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```
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#### 7. Create Multiple Sheets
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```csharp
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// 1. Dictionary<string,object>
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var users = new[] { new { Name = "Jack", Age = 25 }, new { Name = "Mike", Age = 44 } };
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var department = new[] { new { ID = "01", Name = "HR" }, new { ID = "02", Name = "IT" } };
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var sheets = new Dictionary<string, object>
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{
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["users"] = users,
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["department"] = department
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};
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MiniExcel.SaveAs(path, sheets);
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// 2. DataSet
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var sheets = new DataSet();
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sheets.Add(UsersDataTable);
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sheets.Add(DepartmentDataTable);
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//..
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MiniExcel.SaveAs(path, sheets);
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```
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![image](https://user-images.githubusercontent.com/12729184/118130875-6e7c4580-b430-11eb-9b82-22f02716bd63.png)
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#### 8. TableStyles Options
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From the v0.15.0 version, the default style has been changed to
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![image](https://user-images.githubusercontent.com/12729184/118784493-a36e1980-b8c2-11eb-8a3d-a669985aea1a.png)
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Without style configuration
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```csharp
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var config = new OpenXmlConfiguration()
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{
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TableStyles = TableStyles.None
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};
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MiniExcel.SaveAs(path, value,configuration:config);
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```
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![image](https://user-images.githubusercontent.com/12729184/118784917-f3e57700-b8c2-11eb-8718-8d955b1bc197.png)
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### Fill Data To Excel Template <a name="getstart3"></a>
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- The declaration is similar to Vue template `{{variable name}}`, or the collection rendering `{{collection name.field name}}`
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- Collection rendering support IEnumerable/DataTable/DapperRow
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#### 1. Basic Fill
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Template:
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![image](https://user-images.githubusercontent.com/12729184/114537556-ed8d2b00-9c84-11eb-8303-a69f62c41e5b.png)
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Result:
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![image](https://user-images.githubusercontent.com/12729184/114537490-d8180100-9c84-11eb-8c69-db58692f3a85.png)
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Code:
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```csharp
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// 1. By POCO
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var value = new
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{
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Name = "Jack",
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CreateDate = new DateTime(2021, 01, 01),
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VIP = true,
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Points = 123
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};
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MiniExcel.SaveAsByTemplate(path, templatePath, value);
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// 2. By Dictionary
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var value = new Dictionary<string, object>()
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{
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["Name"] = "Jack",
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["CreateDate"] = new DateTime(2021, 01, 01),
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["VIP"] = true,
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["Points"] = 123
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};
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MiniExcel.SaveAsByTemplate(path, templatePath, value);
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```
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#### 2. IEnumerable Data Fill
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> Note1: Use the first IEnumerable of the same column as the basis for filling list
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Template:
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![image](https://user-images.githubusercontent.com/12729184/114564652-14f2f080-9ca3-11eb-831f-09e3fedbc5fc.png)
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Result:
|
|
![image](https://user-images.githubusercontent.com/12729184/114564204-b2015980-9ca2-11eb-900d-e21249f93f7c.png)
|
|
|
|
Code:
|
|
```csharp
|
|
//1. By POCO
|
|
var value = new
|
|
{
|
|
employees = new[] {
|
|
new {name="Jack",department="HR"},
|
|
new {name="Lisa",department="HR"},
|
|
new {name="John",department="HR"},
|
|
new {name="Mike",department="IT"},
|
|
new {name="Neo",department="IT"},
|
|
new {name="Loan",department="IT"}
|
|
}
|
|
};
|
|
MiniExcel.SaveAsByTemplate(path, templatePath, value);
|
|
|
|
//2. By Dictionary
|
|
var value = new Dictionary<string, object>()
|
|
{
|
|
["employees"] = new[] {
|
|
new {name="Jack",department="HR"},
|
|
new {name="Lisa",department="HR"},
|
|
new {name="John",department="HR"},
|
|
new {name="Mike",department="IT"},
|
|
new {name="Neo",department="IT"},
|
|
new {name="Loan",department="IT"}
|
|
}
|
|
};
|
|
MiniExcel.SaveAsByTemplate(path, templatePath, value);
|
|
```
|
|
|
|
|
|
|
|
#### 3. Complex Data Fill
|
|
|
|
> Note: Support multi-sheets and using same varible
|
|
|
|
Template:
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/114565255-acf0da00-9ca3-11eb-8a7f-8131b2265ae8.png)
|
|
|
|
Result:
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/114565329-bf6b1380-9ca3-11eb-85e3-3969e8bf6378.png)
|
|
|
|
```csharp
|
|
// 1. By POCO
|
|
var value = new
|
|
{
|
|
title = "FooCompany",
|
|
managers = new[] {
|
|
new {name="Jack",department="HR"},
|
|
new {name="Loan",department="IT"}
|
|
},
|
|
employees = new[] {
|
|
new {name="Wade",department="HR"},
|
|
new {name="Felix",department="HR"},
|
|
new {name="Eric",department="IT"},
|
|
new {name="Keaton",department="IT"}
|
|
}
|
|
};
|
|
MiniExcel.SaveAsByTemplate(path, templatePath, value);
|
|
|
|
// 2. By Dictionary
|
|
var value = new Dictionary<string, object>()
|
|
{
|
|
["title"] = "FooCompany",
|
|
["managers"] = new[] {
|
|
new {name="Jack",department="HR"},
|
|
new {name="Loan",department="IT"}
|
|
},
|
|
["employees"] = new[] {
|
|
new {name="Wade",department="HR"},
|
|
new {name="Felix",department="HR"},
|
|
new {name="Eric",department="IT"},
|
|
new {name="Keaton",department="IT"}
|
|
}
|
|
};
|
|
MiniExcel.SaveAsByTemplate(path, templatePath, value);
|
|
```
|
|
|
|
#### 4. Fill Big Data Performance
|
|
|
|
> NOTE: Using IEnumerable deferred execution not ToList can save max memory usage in MiniExcel
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/114577091-5046ec80-9cae-11eb-924b-087c7becf8da.png)
|
|
|
|
|
|
|
|
#### 5. Cell value auto mapping type
|
|
|
|
Template
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/114802504-64830a80-9dd0-11eb-8d56-8e8c401b3ace.png)
|
|
|
|
Result
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/114802419-43221e80-9dd0-11eb-9ffe-a2ce34fe7076.png)
|
|
|
|
Class
|
|
|
|
```csharp
|
|
public class Poco
|
|
{
|
|
public string @string { get; set; }
|
|
public int? @int { get; set; }
|
|
public decimal? @decimal { get; set; }
|
|
public double? @double { get; set; }
|
|
public DateTime? datetime { get; set; }
|
|
public bool? @bool { get; set; }
|
|
public Guid? Guid { get; set; }
|
|
}
|
|
```
|
|
|
|
Code
|
|
|
|
```csharp
|
|
var poco = new TestIEnumerableTypePoco { @string = "string", @int = 123, @decimal = decimal.Parse("123.45"), @double = (double)123.33, @datetime = new DateTime(2021, 4, 1), @bool = true, @Guid = Guid.NewGuid() };
|
|
var value = new
|
|
{
|
|
Ts = new[] {
|
|
poco,
|
|
new TestIEnumerableTypePoco{},
|
|
null,
|
|
poco
|
|
}
|
|
};
|
|
MiniExcel.SaveAsByTemplate(path, templatePath, value);
|
|
```
|
|
|
|
|
|
|
|
#### 6. Example : List Github Projects
|
|
|
|
Template
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/115068623-12073280-9f25-11eb-9124-f4b3efcdb2a7.png)
|
|
|
|
|
|
Result
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/115068639-1a5f6d80-9f25-11eb-9f45-27c434d19a78.png)
|
|
|
|
Code
|
|
|
|
```csharp
|
|
var projects = new[]
|
|
{
|
|
new {Name = "MiniExcel",Link="https://github.com/shps951023/MiniExcel",Star=146, CreateTime=new DateTime(2021,03,01)},
|
|
new {Name = "HtmlTableHelper",Link="https://github.com/shps951023/HtmlTableHelper",Star=16, CreateTime=new DateTime(2020,02,01)},
|
|
new {Name = "PocoClassGenerator",Link="https://github.com/shps951023/PocoClassGenerator",Star=16, CreateTime=new DateTime(2019,03,17)}
|
|
};
|
|
var value = new
|
|
{
|
|
User = "ITWeiHan",
|
|
Projects = projects,
|
|
TotalStar = projects.Sum(s => s.Star)
|
|
};
|
|
MiniExcel.SaveAsByTemplate(path, templatePath, value);
|
|
```
|
|
|
|
|
|
|
|
#### 7. DataTable as parameter
|
|
|
|
```csharp
|
|
var managers = new DataTable();
|
|
{
|
|
managers.Columns.Add("name");
|
|
managers.Columns.Add("department");
|
|
managers.Rows.Add("Jack", "HR");
|
|
managers.Rows.Add("Loan", "IT");
|
|
}
|
|
var value = new Dictionary<string, object>()
|
|
{
|
|
["title"] = "FooCompany",
|
|
["managers"] = managers,
|
|
};
|
|
MiniExcel.SaveAsByTemplate(path, templatePath, value);
|
|
```
|
|
|
|
|
|
|
|
### Excel Column Name/Index/Ignore Attribute <a name="getstart4"></a>
|
|
|
|
|
|
|
|
#### 1. Specify the column name, column index, column ignore
|
|
|
|
Excel Example
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/114230869-3e163700-99ac-11eb-9a90-2039d4b4b313.png)
|
|
|
|
Code
|
|
|
|
```csharp
|
|
public class ExcelAttributeDemo
|
|
{
|
|
[ExcelColumnName("Column1")]
|
|
public string Test1 { get; set; }
|
|
[ExcelColumnName("Column2")]
|
|
public string Test2 { get; set; }
|
|
[ExcelIgnore]
|
|
public string Test3 { get; set; }
|
|
[ExcelColumnIndex("I")] // system will convert "I" to 8 index
|
|
public string Test4 { get; set; }
|
|
public string Test5 { get; } //wihout set will ignore
|
|
public string Test6 { get; private set; } //un-public set will ignore
|
|
[ExcelColumnIndex(3)] // start with 0
|
|
public string Test7 { get; set; }
|
|
}
|
|
|
|
var rows = MiniExcel.Query<ExcelAttributeDemo>(path).ToList();
|
|
Assert.Equal("Column1", rows[0].Test1);
|
|
Assert.Equal("Column2", rows[0].Test2);
|
|
Assert.Null(rows[0].Test3);
|
|
Assert.Equal("Test7", rows[0].Test4);
|
|
Assert.Null(rows[0].Test5);
|
|
Assert.Null(rows[0].Test6);
|
|
Assert.Equal("Test4", rows[0].Test7);
|
|
```
|
|
|
|
|
|
|
|
|
|
|
|
#### 2. Custom DateTime Format (ExcelFormatAttribute)
|
|
|
|
Class
|
|
|
|
```csharp
|
|
public class Dto
|
|
{
|
|
public string Name { get; set; }
|
|
|
|
[ExcelFormat("MMMM dd, yyyy")]
|
|
public DateTime InDate { get; set; }
|
|
}
|
|
```
|
|
|
|
Code
|
|
|
|
```csharp
|
|
var value = new Dto[] {
|
|
new Issue241Dto{ Name="Jack",InDate=new DateTime(2021,01,04)},
|
|
new Issue241Dto{ Name="Henry",InDate=new DateTime(2020,04,05)},
|
|
};
|
|
MiniExcel.SaveAs(path, value);
|
|
```
|
|
|
|
Result
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/118910788-ab2bcd80-b957-11eb-8d42-bfce36621b1b.png)
|
|
|
|
Query supports custom format conversion
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/118911286-87b55280-b958-11eb-9a88-c8ff403d240a.png)
|
|
|
|
#### 3. Set Column Width(ExcelColumnWidthAttribute)
|
|
|
|
```csharp
|
|
public class Dto
|
|
{
|
|
[ExcelColumnWidth(20)]
|
|
public int ID { get; set; }
|
|
[ExcelColumnWidth(15.50)]
|
|
public string Name { get; set; }
|
|
}
|
|
```
|
|
|
|
#### 4. Multiple column names mapping to the same property.
|
|
|
|
```csharp
|
|
public class Dto
|
|
{
|
|
[ExcelColumnName(excelColumnName:"EmployeeNo",aliases:new[] { "EmpNo","No" })]
|
|
public string Empno { get; set; }
|
|
public string Name { get; set; }
|
|
}
|
|
```
|
|
|
|
|
|
|
|
|
|
|
|
### Excel Type Auto Check <a name="getstart5"></a>
|
|
|
|
- MiniExcel will check whether it is xlsx or csv based on the `file extension` by default, but there may be inaccuracy, please specify it manually.
|
|
- Stream cannot be know from which excel, please specify it manually.
|
|
|
|
```csharp
|
|
stream.SaveAs(excelType:ExcelType.CSV);
|
|
//or
|
|
stream.SaveAs(excelType:ExcelType.XLSX);
|
|
//or
|
|
stream.Query(excelType:ExcelType.CSV);
|
|
//or
|
|
stream.Query(excelType:ExcelType.XLSX);
|
|
```
|
|
|
|
|
|
|
|
|
|
|
|
### CSV
|
|
|
|
#### Note
|
|
|
|
- Default return `string` type, and value will not be converted to numbers or datetime, unless the type is defined by strong typing generic.
|
|
|
|
|
|
|
|
#### Custom separator
|
|
|
|
The default is `,` as the separator, you can modify the `Seperator` property for customization
|
|
|
|
```csharp
|
|
var config = new MiniExcelLibs.Csv.CsvConfiguration()
|
|
{
|
|
Seperator=';'
|
|
};
|
|
MiniExcel.SaveAs(path, values,configuration: config);
|
|
```
|
|
|
|
|
|
|
|
#### Custom line break
|
|
|
|
The default is `\r\n` as the newline character, you can modify the `NewLine` property for customization
|
|
|
|
```csharp
|
|
var config = new MiniExcelLibs.Csv.CsvConfiguration()
|
|
{
|
|
NewLine='\n'
|
|
};
|
|
MiniExcel.SaveAs(path, values,configuration: config);
|
|
```
|
|
|
|
|
|
|
|
#### Custom coding
|
|
|
|
- The default encoding is "Detect Encoding From Byte Order Marks" (detectEncodingFromByteOrderMarks: true)
|
|
- f you have custom encoding requirements, please modify the StreamReaderFunc / StreamWriterFunc property
|
|
|
|
```csharp
|
|
// Read
|
|
var config = new MiniExcelLibs.Csv.CsvConfiguration()
|
|
{
|
|
StreamReaderFunc = (stream) => new StreamReader(stream,Encoding.GetEncoding("gb2312"))
|
|
};
|
|
var rows = MiniExcel.Query(path, true,excelType:ExcelType.CSV,configuration: config);
|
|
|
|
// Write
|
|
var config = new MiniExcelLibs.Csv.CsvConfiguration()
|
|
{
|
|
StreamWriterFunc = (stream) => new StreamWriter(stream, Encoding.GetEncoding("gb2312"))
|
|
};
|
|
MiniExcel.SaveAs(path, value,excelType:ExcelType.CSV, configuration: config);
|
|
```
|
|
|
|
|
|
|
|
|
|
|
|
### Async
|
|
|
|
v0.17.0 support Async (thanks isdaniel ( SHIH,BING-SIOU)](https://github.com/isdaniel))
|
|
|
|
```csharp
|
|
public static Task SaveAsAsync(string path, object value, bool printHeader = true, string sheetName = "Sheet1", ExcelType excelType = ExcelType.UNKNOWN, IConfiguration configuration = null)
|
|
public static Task SaveAsAsync(this Stream stream, object value, bool printHeader = true, string sheetName = "Sheet1", ExcelType excelType = ExcelType.XLSX, IConfiguration configuration = null)
|
|
public static Task<IEnumerable<dynamic>> QueryAsync(string path, bool useHeaderRow = false, string sheetName = null, ExcelType excelType = ExcelType.UNKNOWN, string startCell = "A1", IConfiguration configuration = null)
|
|
public static Task<IEnumerable<T>> QueryAsync<T>(this Stream stream, string sheetName = null, ExcelType excelType = ExcelType.UNKNOWN, string startCell = "A1", IConfiguration configuration = null) where T : class, new()
|
|
public static Task<IEnumerable<T>> QueryAsync<T>(string path, string sheetName = null, ExcelType excelType = ExcelType.UNKNOWN, string startCell = "A1", IConfiguration configuration = null) where T : class, new()
|
|
public static Task<IEnumerable<IDictionary<string, object>>> QueryAsync(this Stream stream, bool useHeaderRow = false, string sheetName = null, ExcelType excelType = ExcelType.UNKNOWN, string startCell = "A1", IConfiguration configuration = null)
|
|
public static Task SaveAsByTemplateAsync(this Stream stream, string templatePath, object value)
|
|
public static Task SaveAsByTemplateAsync(this Stream stream, byte[] templateBytes, object value)
|
|
public static Task SaveAsByTemplateAsync(string path, string templatePath, object value)
|
|
public static Task SaveAsByTemplateAsync(string path, byte[] templateBytes, object value)
|
|
public static Task<DataTable> QueryAsDataTableAsync(string path, bool useHeaderRow = true, string sheetName = null, ExcelType excelType = ExcelType.UNKNOWN, string startCell = "A1", IConfiguration configuration = null)
|
|
```
|
|
|
|
|
|
|
|
|
|
|
|
### Others
|
|
|
|
#### 1. Enum
|
|
|
|
Be sure excel & property name same, system will auto mapping (case insensitive)
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/116210595-9784b100-a775-11eb-936f-8e7a8b435961.png)
|
|
|
|
Since V0.18.0 support Enum Description
|
|
|
|
```csharp
|
|
public class Dto
|
|
{
|
|
public string Name { get; set; }
|
|
public I49RYZUserType UserType { get; set; }
|
|
}
|
|
|
|
public enum Type
|
|
{
|
|
[Description("General User")]
|
|
V1,
|
|
[Description("General Administrator")]
|
|
V2,
|
|
[Description("Super Administrator")]
|
|
V3
|
|
}
|
|
```
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/133116630-27cc7161-099a-48b8-9784-cd1e443af3d1.png)
|
|
|
|
|
|
|
|
#### 2. Convert CSV to XLSX or Convert XLSX to CSV
|
|
|
|
```csharp
|
|
MiniExcel.ConvertXlsxToCsv(xlsxPath, csvPath);
|
|
MiniExcel.ConvertXlsxToCsv(xlsxStream, csvStream);
|
|
MiniExcel.ConvertXlsxToCsv(csvPath, xlsxPath);
|
|
MiniExcel.ConvertXlsxToCsv(csvStream, xlsxStream);
|
|
```
|
|
|
|
|
|
|
|
### Examples:
|
|
|
|
#### 1. SQLite & Dapper `Large Size File` SQL Insert Avoid OOM
|
|
|
|
note : please don't call ToList/ToArray methods after Query, it'll load all data into memory
|
|
|
|
```csharp
|
|
using (var connection = new SQLiteConnection(connectionString))
|
|
{
|
|
connection.Open();
|
|
using (var transaction = connection.BeginTransaction())
|
|
using (var stream = File.OpenRead(path))
|
|
{
|
|
var rows = stream.Query();
|
|
foreach (var row in rows)
|
|
connection.Execute("insert into T (A,B) values (@A,@B)", new { row.A, row.B }, transaction: transaction);
|
|
transaction.Commit();
|
|
}
|
|
}
|
|
```
|
|
|
|
performance:
|
|
![image](https://user-images.githubusercontent.com/12729184/111072579-2dda7b80-8516-11eb-9843-c01a1edc88ec.png)
|
|
|
|
|
|
|
|
|
|
|
|
#### 2. ASP.NET Core 3.1 or MVC 5 Download/Upload Excel Xlsx API Demo [Try it](tests/MiniExcel.Tests.AspNetCore)
|
|
|
|
```csharp
|
|
public class ApiController : Controller
|
|
{
|
|
public IActionResult Index()
|
|
{
|
|
return new ContentResult
|
|
{
|
|
ContentType = "text/html",
|
|
StatusCode = (int)HttpStatusCode.OK,
|
|
Content = @"<html><body>
|
|
<a href='api/DownloadExcel'>DownloadExcel</a><br>
|
|
<a href='api/DownloadExcelFromTemplatePath'>DownloadExcelFromTemplatePath</a><br>
|
|
<a href='api/DownloadExcelFromTemplateBytes'>DownloadExcelFromTemplateBytes</a><br>
|
|
<p>Upload Excel</p>
|
|
<form method='post' enctype='multipart/form-data' action='/api/uploadexcel'>
|
|
<input type='file' name='excel'> <br>
|
|
<input type='submit' >
|
|
</form>
|
|
</body></html>"
|
|
};
|
|
}
|
|
|
|
public IActionResult DownloadExcel()
|
|
{
|
|
var values = new[] {
|
|
new { Column1 = "MiniExcel", Column2 = 1 },
|
|
new { Column1 = "Github", Column2 = 2}
|
|
};
|
|
var memoryStream = new MemoryStream();
|
|
memoryStream.SaveAs(values);
|
|
memoryStream.Seek(0, SeekOrigin.Begin);
|
|
return new FileStreamResult(memoryStream, "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet")
|
|
{
|
|
FileDownloadName = "demo.xlsx"
|
|
};
|
|
}
|
|
|
|
public IActionResult DownloadExcelFromTemplatePath()
|
|
{
|
|
string templatePath = "TestTemplateComplex.xlsx";
|
|
|
|
Dictionary<string, object> value = new Dictionary<string, object>()
|
|
{
|
|
["title"] = "FooCompany",
|
|
["managers"] = new[] {
|
|
new {name="Jack",department="HR"},
|
|
new {name="Loan",department="IT"}
|
|
},
|
|
["employees"] = new[] {
|
|
new {name="Wade",department="HR"},
|
|
new {name="Felix",department="HR"},
|
|
new {name="Eric",department="IT"},
|
|
new {name="Keaton",department="IT"}
|
|
}
|
|
};
|
|
|
|
MemoryStream memoryStream = new MemoryStream();
|
|
memoryStream.SaveAsByTemplate(templatePath, value);
|
|
memoryStream.Seek(0, SeekOrigin.Begin);
|
|
return new FileStreamResult(memoryStream, "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet")
|
|
{
|
|
FileDownloadName = "demo.xlsx"
|
|
};
|
|
}
|
|
|
|
private static Dictionary<string, Byte[]> TemplateBytesCache = new Dictionary<string, byte[]>();
|
|
|
|
static ApiController()
|
|
{
|
|
string templatePath = "TestTemplateComplex.xlsx";
|
|
byte[] bytes = System.IO.File.ReadAllBytes(templatePath);
|
|
TemplateBytesCache.Add(templatePath, bytes);
|
|
}
|
|
|
|
public IActionResult DownloadExcelFromTemplateBytes()
|
|
{
|
|
byte[] bytes = TemplateBytesCache["TestTemplateComplex.xlsx"];
|
|
|
|
Dictionary<string, object> value = new Dictionary<string, object>()
|
|
{
|
|
["title"] = "FooCompany",
|
|
["managers"] = new[] {
|
|
new {name="Jack",department="HR"},
|
|
new {name="Loan",department="IT"}
|
|
},
|
|
["employees"] = new[] {
|
|
new {name="Wade",department="HR"},
|
|
new {name="Felix",department="HR"},
|
|
new {name="Eric",department="IT"},
|
|
new {name="Keaton",department="IT"}
|
|
}
|
|
};
|
|
|
|
MemoryStream memoryStream = new MemoryStream();
|
|
memoryStream.SaveAsByTemplate(bytes, value);
|
|
memoryStream.Seek(0, SeekOrigin.Begin);
|
|
return new FileStreamResult(memoryStream, "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet")
|
|
{
|
|
FileDownloadName = "demo.xlsx"
|
|
};
|
|
}
|
|
|
|
public IActionResult UploadExcel(IFormFile excel)
|
|
{
|
|
var stream = new MemoryStream();
|
|
excel.CopyTo(stream);
|
|
|
|
foreach (var item in stream.Query(true))
|
|
{
|
|
// do your logic etc.
|
|
}
|
|
|
|
return Ok("File uploaded successfully");
|
|
}
|
|
}
|
|
```
|
|
|
|
#### 3. Paging Query
|
|
|
|
```csharp
|
|
void Main()
|
|
{
|
|
var rows = MiniExcel.Query(path);
|
|
|
|
Console.WriteLine("==== No.1 Page ====");
|
|
Console.WriteLine(Page(rows,pageSize:3,page:1));
|
|
Console.WriteLine("==== No.50 Page ====");
|
|
Console.WriteLine(Page(rows,pageSize:3,page:50));
|
|
Console.WriteLine("==== No.5000 Page ====");
|
|
Console.WriteLine(Page(rows,pageSize:3,page:5000));
|
|
}
|
|
|
|
public static IEnumerable<T> Page<T>(IEnumerable<T> en, int pageSize, int page)
|
|
{
|
|
return en.Skip(page * pageSize).Take(pageSize);
|
|
}
|
|
```
|
|
|
|
![20210419](https://user-images.githubusercontent.com/12729184/114679083-6ef4c400-9d3e-11eb-9f78-a86daa45fe46.gif)
|
|
|
|
|
|
|
|
#### 4. WebForm export Excel by memorystream
|
|
|
|
```csharp
|
|
var fileName = "Demo.xlsx";
|
|
var sheetName = "Sheet1";
|
|
HttpResponse response = HttpContext.Current.Response;
|
|
response.Clear();
|
|
response.ContentType = "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet";
|
|
response.AddHeader("Content-Disposition", $"attachment;filename=\"{fileName}\"");
|
|
var values = new[] {
|
|
new { Column1 = "MiniExcel", Column2 = 1 },
|
|
new { Column1 = "Github", Column2 = 2}
|
|
};
|
|
var memoryStream = new MemoryStream();
|
|
memoryStream.SaveAs(values, sheetName: sheetName);
|
|
memoryStream.Seek(0, SeekOrigin.Begin);
|
|
memoryStream.CopyTo(Response.OutputStream);
|
|
response.End();
|
|
```
|
|
|
|
|
|
|
|
#### 5. Dynamic i18n multi-language and role authority management
|
|
|
|
Like the example, create a method to handle i18n and permission management, and use `yield return to return IEnumerable<Dictionary<string, object>>` to achieve dynamic and low-memory processing effects
|
|
|
|
```csharp
|
|
void Main()
|
|
{
|
|
var value = new Order[] {
|
|
new Order(){OrderNo = "SO01",CustomerID="C001",ProductID="P001",Qty=100,Amt=500},
|
|
new Order(){OrderNo = "SO02",CustomerID="C002",ProductID="P002",Qty=300,Amt=400},
|
|
};
|
|
|
|
Console.WriteLine("en-Us and Sales role");
|
|
{
|
|
var path = Path.GetTempPath() + Guid.NewGuid() + ".xlsx";
|
|
var lang = "en-US";
|
|
var role = "Sales";
|
|
MiniExcel.SaveAs(path, GetOrders(lang, role, value));
|
|
MiniExcel.Query(path, true).Dump();
|
|
}
|
|
|
|
Console.WriteLine("zh-CN and PMC role");
|
|
{
|
|
var path = Path.GetTempPath() + Guid.NewGuid() + ".xlsx";
|
|
var lang = "zh-CN";
|
|
var role = "PMC";
|
|
MiniExcel.SaveAs(path, GetOrders(lang, role, value));
|
|
MiniExcel.Query(path, true).Dump();
|
|
}
|
|
}
|
|
|
|
private IEnumerable<Dictionary<string, object>> GetOrders(string lang, string role, Order[] orders)
|
|
{
|
|
foreach (var order in orders)
|
|
{
|
|
var newOrder = new Dictionary<string, object>();
|
|
|
|
if (lang == "zh-CN")
|
|
{
|
|
newOrder.Add("客户编号", order.CustomerID);
|
|
newOrder.Add("订单编号", order.OrderNo);
|
|
newOrder.Add("产品编号", order.ProductID);
|
|
newOrder.Add("数量", order.Qty);
|
|
if (role == "Sales")
|
|
newOrder.Add("价格", order.Amt);
|
|
yield return newOrder;
|
|
}
|
|
else if (lang == "en-US")
|
|
{
|
|
newOrder.Add("Customer ID", order.CustomerID);
|
|
newOrder.Add("Order No", order.OrderNo);
|
|
newOrder.Add("Product ID", order.ProductID);
|
|
newOrder.Add("Quantity", order.Qty);
|
|
if (role == "Sales")
|
|
newOrder.Add("Amount", order.Amt);
|
|
yield return newOrder;
|
|
}
|
|
else
|
|
{
|
|
throw new InvalidDataException($"lang {lang} wrong");
|
|
}
|
|
}
|
|
}
|
|
|
|
public class Order
|
|
{
|
|
public string OrderNo { get; set; }
|
|
public string CustomerID { get; set; }
|
|
public decimal Qty { get; set; }
|
|
public string ProductID { get; set; }
|
|
public decimal Amt { get; set; }
|
|
}
|
|
```
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/118939964-d24bc480-b982-11eb-88dd-f06655f6121a.png)
|
|
|
|
|
|
|
|
### FAQ
|
|
|
|
#### Q: Excel header title not equal class property name, how to mapping?
|
|
|
|
A. Please use ExcelColumnName attribute
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/116020475-eac50980-a678-11eb-8804-129e87200e5e.png)
|
|
|
|
#### Q. How to query or export multiple-sheets?
|
|
|
|
A. `GetSheetNames` method with Query sheetName parameter.
|
|
|
|
|
|
|
|
```csharp
|
|
var sheets = MiniExcel.GetSheetNames(path);
|
|
foreach (var sheet in sheets)
|
|
{
|
|
Console.WriteLine($"sheet name : {sheet} ");
|
|
var rows = MiniExcel.Query(path,useHeaderRow:true,sheetName:sheet);
|
|
Console.WriteLine(rows);
|
|
}
|
|
```
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/116199841-2a1f5300-a76a-11eb-90a3-6710561cf6db.png)
|
|
|
|
|
|
|
|
#### Q. Whether to use Count will load all data into the memory?
|
|
|
|
No, the image test has 1 million rows*10 columns of data, the maximum memory usage is <60MB, and it takes 13.65 seconds
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/117118518-70586000-adc3-11eb-9ce3-2ba76cf8b5e5.png)
|
|
|
|
#### Q. How does Query use integer indexs?
|
|
|
|
The default index of Query is the string Key: A,B,C.... If you want to change to numeric index, please create the following method to convert
|
|
|
|
```csharp
|
|
void Main()
|
|
{
|
|
var path = @"D:\git\MiniExcel\samples\xlsx\TestTypeMapping.xlsx";
|
|
var rows = MiniExcel.Query(path,true);
|
|
foreach (var r in ConvertToIntIndexRows(rows))
|
|
{
|
|
Console.Write($"column 0 : {r[0]} ,column 1 : {r[1]}");
|
|
Console.WriteLine();
|
|
}
|
|
}
|
|
|
|
private IEnumerable<Dictionary<int, object>> ConvertToIntIndexRows(IEnumerable<object> rows)
|
|
{
|
|
ICollection<string> keys = null;
|
|
var isFirst = true;
|
|
foreach (IDictionary<string,object> r in rows)
|
|
{
|
|
if(isFirst)
|
|
{
|
|
keys = r.Keys;
|
|
isFirst = false;
|
|
}
|
|
|
|
var dic = new Dictionary<int, object>();
|
|
var index = 0;
|
|
foreach (var key in keys)
|
|
dic[index++] = r[key];
|
|
yield return dic;
|
|
}
|
|
}
|
|
```
|
|
|
|
#### Q. No title empty excel is generated when the value is empty when exporting Excel
|
|
|
|
Because MiniExcel uses a logic similar to JSON.NET to dynamically get type from values to simplify API operations, type cannot be knew without data. You can check [issue #133](https://github.com/shps951023/MiniExcel/issues/133) for understanding.
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/122639771-546c0c00-d12e-11eb-800c-498db27889ca.png)
|
|
|
|
> Strong type & DataTable will generate headers, but Dictionary are still empty Excel
|
|
|
|
#### Q. How to stop the foreach when blank row?
|
|
|
|
MiniExcel can be used with `LINQ TakeWhile` to stop foreach iterator.
|
|
|
|
![Image](https://user-images.githubusercontent.com/12729184/130209137-162621c2-f337-4479-9996-beeac65bc4d4.png)
|
|
|
|
#### Q. How to remove empty rows?
|
|
|
|
![image](https://user-images.githubusercontent.com/12729184/137873865-7107d8f5-eb59-42db-903a-44e80589f1b2.png)
|
|
|
|
|
|
IEnumerable :
|
|
|
|
```csharp
|
|
public static IEnumerable<dynamic> QueryWithoutEmptyRow(Stream stream, bool useHeaderRow, string sheetName, ExcelType excelType, string startCell, IConfiguration configuration)
|
|
{
|
|
var rows = stream.Query(useHeaderRow,sheetName,excelType,startCell,configuration);
|
|
foreach (IDictionary<string,object> row in rows)
|
|
{
|
|
if(row.Keys.Any(key=>row[key]!=null))
|
|
yield return row;
|
|
}
|
|
}
|
|
```
|
|
|
|
|
|
|
|
DataTable :
|
|
|
|
```csharp
|
|
public static DataTable QueryAsDataTableWithoutEmptyRow(Stream stream, bool useHeaderRow, string sheetName, ExcelType excelType, string startCell, IConfiguration configuration)
|
|
{
|
|
if (sheetName == null && excelType != ExcelType.CSV) /*Issue #279*/
|
|
sheetName = stream.GetSheetNames().First();
|
|
|
|
var dt = new DataTable(sheetName);
|
|
var first = true;
|
|
var rows = stream.Query(useHeaderRow,sheetName,excelType,startCell,configuration);
|
|
foreach (IDictionary<string, object> row in rows)
|
|
{
|
|
if (first)
|
|
{
|
|
|
|
foreach (var key in row.Keys)
|
|
{
|
|
var column = new DataColumn(key, typeof(object)) { Caption = key };
|
|
dt.Columns.Add(column);
|
|
}
|
|
|
|
dt.BeginLoadData();
|
|
first = false;
|
|
}
|
|
|
|
var newRow = dt.NewRow();
|
|
var isNull=true;
|
|
foreach (var key in row.Keys)
|
|
{
|
|
var _v = row[key];
|
|
if(_v!=null)
|
|
isNull = false;
|
|
newRow[key] = _v;
|
|
}
|
|
|
|
if(!isNull)
|
|
dt.Rows.Add(newRow);
|
|
}
|
|
|
|
dt.EndLoadData();
|
|
return dt;
|
|
}
|
|
```
|
|
|
|
|
|
|
|
|
|
|
|
|
|
### Limitations and caveats
|
|
|
|
- Not support xls and encrypted file now
|
|
- xlsm only support Query
|
|
|
|
|
|
|
|
### Reference
|
|
|
|
[ExcelDataReader](https://github.com/ExcelDataReader/ExcelDataReader) / [ClosedXML](https://github.com/ClosedXML/ClosedXML) / [Dapper](https://github.com/DapperLib/Dapper)
|
|
|
|
|
|
|
|
### Thanks
|
|
|
|
#### [Jetbrains](https://www.jetbrains.com/)
|
|
|
|
![jetbrains-variant-2](https://user-images.githubusercontent.com/12729184/123997015-8456c180-da02-11eb-829a-aec476fe8e94.png)
|
|
|
|
Thanks for providing a free All product IDE for this project ([License](https://user-images.githubusercontent.com/12729184/123988233-6ab17c00-d9fa-11eb-8739-2a08c6a4a263.png))
|
|
|
|
|
|
|
|
|
|
|
|
### Contributors
|
|
|
|
![](https://contrib.rocks/image?repo=shps951023/MiniExcel) |