### Start Marquez with Sample Data (MacOS/Linux)

Source: https://marquezproject.ai/docs/quickstart

Starts the Marquez HTTP server using Docker with sample data for demonstration purposes on MacOS and Linux. The `--seed` flag populates Marquez with initial metadata.

```bash
./docker/up.sh --seed
```

--------------------------------

### Start Marquez with Sample Data (Windows)

Source: https://marquezproject.ai/docs/quickstart

Starts the Marquez HTTP server using Docker with sample data for demonstration purposes on Windows. The `--seed` flag populates Marquez with initial metadata. Assumes Postgres and Bash are in the PATH.

```bash
sh ./docker/up.sh --seed
```

--------------------------------

### Retrieve Dataset Java OkHttp Example

Source: https://marquezproject.ai/docs/api/get-dataset

This example demonstrates retrieving a dataset using Java with the OkHttp library. It constructs an HTTP client and sends a GET request to the API.

```java
import okhttp3.*;
import java.io.IOException;

public class DatasetClient {

    public static void main(String[] args) throws IOException {
        OkHttpClient client = new OkHttpClient();

        String url = "http://localhost:5000/api/v1/namespaces/your_namespace/datasets/your_dataset";

        Request request = new Request.Builder()
            .url(url)
            .header("Accept", "application/json")
            .build();

        try (Response response = client.newCall(request).execute()) {
            if (response.isSuccessful()) {
                System.out.println(response.body().string());
            } else {
                System.out.println("Error: " + response.code());
            }
        }
    }
}
```

--------------------------------

### List Sources API Request Examples

Source: https://marquezproject.ai/docs/api/get-sources

Examples of how to make a GET request to the /sources endpoint using various programming languages and tools. These examples demonstrate how to fetch a list of sources from the Marquez Project AI API.

```curl
curl -L -X GET 'http://localhost:5000/api/v1/sources' \
-H 'Accept: application/json'
```

```python
import requests

url = "http://localhost:5000/api/v1/sources"
headers = {
    'Accept': 'application/json'
}

response = requests.get(url, headers=headers)
print(response.json())
```

```go
package main

import (
	"fmt"
	"net/http"
	"io/ioutil"
)

func main() {
	client := &http.Client{}
	req, err := http.NewRequest("GET", "http://localhost:5000/api/v1/sources", nil)
	if err != nil {
		fmt.Println(err)
		return
	}
	req.Header.Add("Accept", "application/json")

	res, err := client.Do(req)
	if err != nil {
		fmt.Println(err)
		return
	}
	defer res.Body.Close()
	body, err := ioutil.ReadAll(res.Body)
	if err != nil {
		fmt.Println(err)
		return
	}
	fmt.Println(string(body))
}
```

```nodejs
const axios = require('axios');

const url = 'http://localhost:5000/api/v1/sources';
const headers = {
    'Accept': 'application/json'
};

axios.get(url, { headers: headers })
    .then(response => {
        console.log(response.data);
    })
    .catch(error => {
        console.error(error);
    });
```

```ruby
require 'net/http'
require 'uri'

uri = URI.parse('http://localhost:5000/api/v1/sources')
http = Net::HTTP.new(uri.host, uri.port)
request = Net::HTTP::Get.new(uri.request_uri)
request['Accept'] = 'application/json'

response = http.request(request)
puts response.body
```

```csharp
using RestSharp;
using System;

public class Example
{
    public static void Main(string[] args)
    {
        var client = new RestClient("http://localhost:5000/api/v1");
        var request = new RestRequest("/sources", Method.GET);
        request.AddHeader("Accept", "application/json");

        var response = client.Execute(request);
        Console.WriteLine(response.Content);
    }
}
```

```php
<?php

$ch = curl_init();

curl_setopt($ch, CURLOPT_URL, 'http://localhost:5000/api/v1/sources');
curl_setopt($ch, CURLOPT_RETURNTRANSFER, 1);
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, 'GET');
curl_setopt($ch, CURLOPT_HTTPHEADER, array('Accept: application/json'));

$response = curl_exec($ch);

if (curl_errno($ch)) {
    echo 'Error:' . curl_error($ch);
}
curl_close($ch);

echo $response;
?>
```

```java
import okhttp3.OkHttpClient;
import okhttp3.Request;
import okhttp3.Response;
import java.io.IOException;

public class Example {
    public static void main(String[] args) throws IOException {
        OkHttpClient client = new OkHttpClient();

        Request request = new Request.Builder()
            .url("http://localhost:5000/api/v1/sources")
            .header("Accept", "application/json")
            .build();

        try (Response response = client.newCall(request).execute()) {
            if (!response.isSuccessful()) throw new IOException("Unexpected code " + response);

            System.out.println(response.body().string());
        }
    }
}
```

```powershell
Invoke-RestMethod -Uri 'http://localhost:5000/api/v1/sources' -Headers @{Accept='application/json'} -Method Get
```

--------------------------------

### Query Datasets and Jobs API Request Examples

Source: https://marquezproject.ai/docs/api/search

Provides example API requests for querying datasets and jobs. It demonstrates how to construct GET requests to the /search endpoint with various query parameters. The examples cover cURL, Python, Go, Node.js, Ruby, C#, PHP, Java, and PowerShell.

```curl
curl -L -X GET 'http://localhost:5000/api/v1/search' \
-H 'Accept: application/json'
```

```python
import requests

url = "http://localhost:5000/api/v1/search"
headers = {
    'Accept': 'application/json'
}

response = requests.get(url, headers=headers)
print(response.json())
```

```go
package main

import (
	"fmt"
	"net/http"
)

func main() {
	client := &http.Client{}
	req, err := http.NewRequest("GET", "http://localhost:5000/api/v1/search", nil)
	if err != nil {
		fmt.Println(err)
		return
	}
	req.Header.Add("Accept", "application/json")

	resp, err := client.Do(req)
	if err != nil {
		fmt.Println(err)
		return
	}
	defer resp.Body.Close()

	// Process response body here
	fmt.Println("Status:", resp.Status)
}
```

```nodejs
const axios = require('axios');

const url = 'http://localhost:5000/api/v1/search';
const headers = {
  'Accept': 'application/json'
};

axios.get(url, { headers: headers })
  .then(response => {
    console.log(response.data);
  })
  .catch(error => {
    console.error(error);
  });
```

```ruby
require 'net/http'
require 'uri'

uri = URI.parse('http://localhost:5000/api/v1/search')
request = Net::HTTP::Get.new(uri)
request['Accept'] = 'application/json'

response = Net::HTTP.start(uri.hostname, uri.port) do |http|
  http.request(request)
end

puts response.body
```

```csharp
using RestSharp;
using System;

public class Example
{
    public static void Main(string[] args)
    {
        var client = new RestClient("http://localhost:5000/api/v1");
        var request = new RestRequest("search", Method.GET);
        request.AddHeader("Accept", "application/json");

        var response = client.Execute(request);
        Console.WriteLine(response.Content);
    }
}
```

```php
<?php

$ch = curl_init();

curl_setopt($ch, CURLOPT_URL, 'http://localhost:5000/api/v1/search');
curl_setopt($ch, CURLOPT_RETURNTRANSFER, 1);
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, 'GET');
curl_setopt($ch, CURLOPT_HTTPHEADER, array('Accept: application/json'));

$response = curl_exec($ch);

if (curl_errno($ch)) {
    echo 'Error:' . curl_error($ch);
}
curl_close($ch);

echo $response;
?>

```

```java
import okhttp3.*;
import java.io.IOException;

public class OkHttpExample {
    public static void main(String[] args) throws IOException {
        OkHttpClient client = new OkHttpClient();

        Request request = new Request.Builder()
            .url("http://localhost:5000/api/v1/search")
            .addHeader("Accept", "application/json")
            .build();

        try (Response response = client.newCall(request).execute()) {
            if (!response.isSuccessful()) throw new IOException("Unexpected code " + response);

            System.out.println(response.body().string());
        }
    }
}
```

```powershell
Invoke-RestMethod -Uri 'http://localhost:5000/api/v1/search' -Method Get -Headers @{"Accept"="application/json"}
```

--------------------------------

### Retrieve Dataset Python Requests Example

Source: https://marquezproject.ai/docs/api/get-dataset

This example demonstrates how to retrieve a dataset using the Python 'requests' library. It constructs the URL and sends a GET request with the appropriate headers.

```python
import requests

base_url = "http://localhost:5000/api/v1"
namespace = "your_namespace"
dataset_name = "your_dataset"

url = f"{base_url}/namespaces/{namespace}/datasets/{dataset_name}"

headers = {
    "Accept": "application/json"
}

response = requests.get(url, headers=headers)

if response.status_code == 200:
    print(response.json())
else:
    print(f"Error: {response.status_code}")
```

--------------------------------

### Retrieve Dataset Ruby Net::HTTP Example

Source: https://marquezproject.ai/docs/api/get-dataset

This example shows how to retrieve a dataset using Ruby's built-in Net::HTTP library. It establishes a connection, sends a GET request, and processes the response.

```ruby
require 'net/http'
require 'uri'

uri = URI.parse('http://localhost:5000/api/v1/namespaces/your_namespace/datasets/your_dataset')

http = Net::HTTP.new(uri.host, uri.port)
request = Net::HTTP::Get.new(uri.request_uri)
request['Accept'] = 'application/json'

response = http.request(request)

if response.code == '200'
  puts response.body
else
  puts "Error: #{response.code}"
end
```

--------------------------------

### List Tags API Request Examples

Source: https://marquezproject.ai/docs/api/get-tags

Examples of how to make an API request to list tags using different programming languages and tools. These examples demonstrate the GET request to the /tags endpoint with the specified base URL and Accept header.

```curl
curl -L -X GET 'http://localhost:5000/api/v1/tags' \
-H 'Accept: application/json'
```

```python
import requests

url = "http://localhost:5000/api/v1/tags"
headers = {
    'Accept': 'application/json'
}

response = requests.get(url, headers=headers)
print(response.json())
```

```go
package main

import (
	"fmt"
	"net/http"
	"io/ioutil"
)

func main() {
	client := &http.Client{}
	req, err := http.NewRequest("GET", "http://localhost:5000/api/v1/tags", nil)
	if err != nil {
		fmt.Println(err)
		return
	}
	req.Header.Add("Accept", "application/json")

	resp, err := client.Do(req)
	if err != nil {
		fmt.Println(err)
		return
	}
	defer resp.Body.Close()

	body, err := ioutil.ReadAll(resp.Body)
	if err != nil {
		fmt.Println(err)
		return
	}
	fmt.Println(string(body))
}
```

```nodejs
const axios = require('axios');

const url = 'http://localhost:5000/api/v1/tags';
const headers = {
  'Accept': 'application/json'
};

axios.get(url, { headers })
  .then(response => {
    console.log(response.data);
  })
  .catch(error => {
    console.error(error);
  });
```

```ruby
require 'net/http'
require 'uri'

uri = URI.parse('http://localhost:5000/api/v1/tags')
request = Net::HTTP::Get.new(uri)
request['Accept'] = 'application/json'

response = Net::HTTP.start(uri.hostname, uri.port, :use_ssl => uri.scheme == 'https') do |http|
  http.request(request)
end

puts response.body
```

```csharp
using RestSharp;
using System;

public class Example
{
    public static void Main(string[] args)
    {
        var client = new RestClient("http://localhost:5000/api/v1");
        var request = new RestRequest("tags", Method.GET);
        request.AddHeader("Accept", "application/json");

        var response = client.Execute(request);
        Console.WriteLine(response.Content);
    }
}
```

```php
<?php

$curl = curl_init();

curl_setopt($curl, CURLOPT_URL, 'http://localhost:5000/api/v1/tags');
curl_setopt($curl, CURLOPT_HTTPHEADER, array('Accept: application/json'));
curl_setopt($curl, CURLOPT_RETURNTRANSFER, true);

$response = curl_exec($curl);

if ($response === false) {
    echo 'Curl error: ' . curl_error($curl);
}

curl_close($curl);

echo $response;
?>
```

```java
import okhttp3.OkHttpClient;
import okhttp3.Request;
import okhttp3.Response;
import java.io.IOException;

public class Main {
    public static void main(String[] args) throws IOException {
        OkHttpClient client = new OkHttpClient();

        Request request = new Request.Builder()
            .url("http://localhost:5000/api/v1/tags")
            .header("Accept", "application/json")
            .build();

        try (Response response = client.newCall(request).execute()) {
            if (!response.isSuccessful()) throw new IOException("Unexpected code " + response);

            System.out.println(response.body().string());
        }
    }
}
```

```powershell
Invoke-RestMethod -Uri "http://localhost:5000/api/v1/tags" -Method Get -Headers @{"Accept"="application/json"}
```

--------------------------------

### Retrieve Source API Request Examples

Source: https://marquezproject.ai/docs/api/get-source

Examples of how to retrieve a source using the Marquez Project AI API. This involves sending a GET request to the /sources/:source endpoint. The response includes details about the source such as its type, name, creation and update timestamps, connection URL, and description.

```curl
curl -L -X GET 'http://localhost:5000/api/v1/sources/:source' \
-H 'Accept: application/json'
```

```python
import requests

url = "http://localhost:5000/api/v1/sources/:source"
headers = {
    'Accept': 'application/json'
}

response = requests.get(url, headers=headers)
print(response.json())
```

```go
package main

import (
	"fmt"
	"net/http"
	"io/ioutil"
)

func main() {
	client := &http.Client{}
	req, err := http.NewRequest("GET", "http://localhost:5000/api/v1/sources/:source", nil)
	if err != nil {
		fmt.Println(err)
		return
	}
	req.Header.Add("Accept", "application/json")

	res, err := client.Do(req)
	if err != nil {
		fmt.Println(err)
		return
	}
	defer res.Body.Close()

	body, err := ioutil.ReadAll(res.Body)
	if err != nil {
		fmt.Println(err)
		return
	}
	fmt.Println(string(body))
}
```

```javascript
const axios = require('axios');

const url = 'http://localhost:5000/api/v1/sources/:source';
const headers = {
    'Accept': 'application/json'
};

axios.get(url, { headers: headers })
    .then(response => {
        console.log(response.data);
    })
    .catch(error => {
        console.error(error);
    });
```

```ruby
require 'net/http'
require 'uri'

uri = URI.parse('http://localhost:5000/api/v1/sources/:source')
request = Net::HTTP::Get.new(uri)
request['Accept'] = 'application/json'

response = Net::HTTP.start(uri.hostname, uri.port) do |http|
  http.request(request)
end

puts response.body
```

```csharp
using RestSharp;
using System;

public class Example
{
    public static void Main(string[] args)
    {
        var client = new RestClient("http://localhost:5000/api/v1");
        var request = new RestRequest("sources/:source", Method.GET);
        request.AddHeader("Accept", "application/json");

        var response = client.Execute(request);
        Console.WriteLine(response.Content);
    }
}
```

```php
<?php

$ch = curl_init();

curl_setopt($ch, CURLOPT_URL, 'http://localhost:5000/api/v1/sources/:source');
curl_setopt($ch, CURLOPT_RETURNTRANSFER, 1);
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, 'GET');
curl_setopt($ch, CURLOPT_HTTPHEADER, array('Accept: application/json'));

$response = curl_exec($ch);

if (curl_errno($ch)) {
    echo 'Error:' . curl_error($ch);
}
curl_close($ch);

echo $response;

?>
```

```java
import okhttp3.OkHttpClient;
import okhttp3.Request;
import okhttp3.Response;
import java.io.IOException;

public class Example {
    public static void main(String[] args) throws IOException {
        OkHttpClient client = new OkHttpClient();

        Request request = new Request.Builder()
            .url("http://localhost:5000/api/v1/sources/:source")
            .get()
            .addHeader("Accept", "application/json")
            .build();

        try (Response response = client.newCall(request).execute()) {
            System.out.println(response.body().string());
        }
    }
}
```

```powershell
Invoke-RestMethod -Uri "http://localhost:5000/api/v1/sources/:source" -Method Get -Headers @{"Accept"="application/json"}
```

--------------------------------

### Retrieve Dataset Node.js Axios Example

Source: https://marquezproject.ai/docs/api/get-dataset

This example demonstrates retrieving a dataset using Node.js with the 'axios' library. It makes a GET request to the API endpoint and logs the response data or any errors.

```javascript
const axios = require('axios');

const baseUrl = 'http://localhost:5000/api/v1';
const namespace = 'your_namespace';
const datasetName = 'your_dataset';

const url = `${baseUrl}/namespaces/${namespace}/datasets/${datasetName}`;

axios.get(url, {
    headers: {
        'Accept': 'application/json'
    }
})
.then(response => {
    console.log(response.data);
})
.catch(error => {
    console.error('Error fetching dataset:', error);
});
```

--------------------------------

### Clone Marquez Repository (Windows)

Source: https://marquezproject.ai/docs/quickstart

Clones the Marquez source code repository from GitHub for Windows users, including a Git configuration to handle line endings. This is a prerequisite for running Marquez locally.

```bash
git config --global core.autocrlf false
git clone https://github.com/MarquezProject/marquez && cd marquez
```

--------------------------------

### Start Run API Request (Go)

Source: https://marquezproject.ai/docs/api/start-run

This snippet illustrates how to start a run using the Marquez Project AI API with Go's native HTTP client. It constructs a POST request to the run start endpoint.

```go
package main

import (
	"fmt"
	"net/http"
)

func main() {

	url := "http://localhost:5000/api/v1/jobs/runs/:id/start"

	req, err := http.NewRequest("POST", url, nil)
	if err != nil {
		fmt.Printf("Error creating request: %s\n", err)
		return
	}

	req.Header.Set("Accept", "application/json")

	client := &http.Client{}
	resp, err := client.Do(req)
	if err != nil {
		fmt.Printf("Error sending request: %s\n", err)
		return
	}

	defer resp.Body.Close()

	fmt.Printf("Status Code: %d\n", resp.StatusCode)
}
```

--------------------------------

### Start Run API Request (Java)

Source: https://marquezproject.ai/docs/api/start-run

This snippet demonstrates how to start a run using the Marquez Project AI API with Java and OkHttp. It constructs a POST request to the specified endpoint.

```java
import okhttp3.*;
import java.io.IOException;

public class StartRun {
    public static void main(String[] args) throws IOException {
        OkHttpClient client = new OkHttpClient();

        Request request = new Request.Builder()
            .url("http://localhost:5000/api/v1/jobs/runs/:id/start")
            .post(RequestBody.create(null, new byte[0])) // POST request with empty body
            .addHeader("Accept", "application/json")
            .build();

        try (Response response = client.newCall(request).execute()) {
            System.out.println("Status Code: " + response.code());
        }
    }
}
```

--------------------------------

### List Job Runs (Go Example)

Source: https://marquezproject.ai/docs/api/get-runs

This Go code snippet shows how to retrieve a list of runs for a job using the native HTTP client. It constructs the URL and sends a GET request, handling the JSON response.

```go
package main

import (
	"fmt"
	"net/http"
	"io/ioutil"
)

func main() {
	baseURL := "http://localhost:5000/api/v1"
	namespace := "your_namespace"
	job := "your_job"

	url := fmt.Sprintf("%s/namespaces/%s/jobs/%s/runs", baseURL, namespace, job)

	req, err := http.NewRequest("GET", url, nil)
	if err != nil {
		fmt.Printf("Error creating request: %s\n", err)
		return
	}
	req.Header.Set("Accept", "application/json")

	client := &http.Client{}
	resp, err := client.Do(req)
	if err != nil {
		fmt.Printf("Error sending request: %s\n", err)
		return
	}
	defer resp.Body.Close()

	if resp.StatusCode == http.StatusOK {
		body, err := ioutil.ReadAll(resp.Body)
		if err != nil {
			fmt.Printf("Error reading response body: %s\n", err)
			return
		}
		fmt.Println(string(body))
	} else {
		fmt.Printf("Error: %d\n", resp.StatusCode)
	}
}
```

--------------------------------

### Start Run API Request (Ruby)

Source: https://marquezproject.ai/docs/api/start-run

This snippet shows how to start a run using the Marquez Project AI API with Ruby's Net::HTTP library. It constructs a POST request to the run start endpoint.

```ruby
require 'net/http'
require 'uri'

uri = URI.parse('http://localhost:5000/api/v1/jobs/runs/:id/start')

request = Net::HTTP::Post.new(uri)
request['Accept'] = 'application/json'

response = Net::HTTP.start(uri.hostname, uri.port) do |http|
  http.request(request)
end

puts "Status Code: #{response.code}"
```

--------------------------------

### Clone Marquez Repository (MacOS/Linux)

Source: https://marquezproject.ai/docs/quickstart

Clones the Marquez source code repository from GitHub for MacOS and Linux users. This is a prerequisite for running Marquez locally.

```bash
git clone https://github.com/MarquezProject/marquez && cd marquez
```

--------------------------------

### Retrieve Namespace using Ruby Net::HTTP

Source: https://marquezproject.ai/docs/api/get-namespace

Shows how to retrieve a namespace using Ruby's built-in 'Net::HTTP' library. This example demonstrates making a GET request and parsing the JSON response.

```ruby
require 'net/http'
require 'uri'
require 'json'

uri = URI.parse('http://localhost:5000/api/v1/namespaces/:namespace')

response = Net::HTTP.start(uri.host, uri.port) do |http|
  request = Net::HTTP::Get.new uri.request_uri
  request['Accept'] = 'application/json'
  http.request request
end

if response.code == '200'
  puts JSON.parse(response.body)
else
  puts "Error: #{response.code}"
end
```

--------------------------------

### List Job Runs (Ruby Example)

Source: https://marquezproject.ai/docs/api/get-runs

This Ruby code snippet demonstrates how to fetch job runs using the Net::HTTP library. It constructs the API endpoint and sends a GET request, processing the JSON response.

```ruby
require 'net/http'
require 'uri'
require 'json'

base_url = 'http://localhost:5000/api/v1'
namespace = 'your_namespace'
job = 'your_job'

uri = URI.parse("#{base_url}/namespaces/#{namespace}/jobs/#{job}/runs")

response = Net::HTTP.start(uri.host, uri.port, :use_ssl => uri.scheme == 'https') do |http|
  request = Net::HTTP::Get.new(uri)
  request['Accept'] = 'application/json'
  http.request(request)
end

if response.code == '200'
  runs = JSON.parse(response.body)
  puts runs
else
  puts "Error: #{response.code}"
end
```

--------------------------------

### Start Run API Request (C#)

Source: https://marquezproject.ai/docs/api/start-run

This snippet demonstrates how to start a run using the Marquez Project AI API with C# and the RestSharp library. It sends a POST request to the specified endpoint.

```csharp
using RestSharp;

var client = new RestClient("http://localhost:5000/api/v1/jobs/runs/:id/start");
var request = new RestRequest(Method.POST);
request.AddHeader("Accept", "application/json");

var response = client.Execute(request);

Console.WriteLine(response.StatusCode);
```

--------------------------------

### Retrieve Namespace using Go Native HTTP

Source: https://marquezproject.ai/docs/api/get-namespace

Provides an example of retrieving a namespace using Go's native 'net/http' package. This code makes a GET request and processes the JSON response.

```go
package main

import (
	"fmt"
	"net/http"
	"io/ioutil"
)

func main() {
	url := "http://localhost:5000/api/v1/namespaces/:namespace"

	req, err := http.NewRequest("GET", url, nil)
	if err != nil {
		fmt.Printf("Error creating request: %s\n", err)
		return
	}
	req.Header.Set("Accept", "application/json")

	client := &http.Client{}
	res, err := client.Do(req)
	if err != nil {
		fmt.Printf("Error sending request: %s\n", err)
		return
	}
	defer res.Body.Close()

	if res.StatusCode == http.StatusOK {
		body, err := ioutil.ReadAll(res.Body)
		if err != nil {
			fmt.Printf("Error reading response body: %s\n", err)
			return
		}
		fmt.Println(string(body))
	} else {
		fmt.Printf("Error: %d\n", res.StatusCode)
	}
}
```

--------------------------------

### Start Run API Request (PHP)

Source: https://marquezproject.ai/docs/api/start-run

This snippet shows how to start a run using the Marquez Project AI API with PHP and cURL. It sends a POST request to the run start endpoint.

```php
<?php

$url = 'http://localhost:5000/api/v1/jobs/runs/:id/start';

$ch = curl_init($url);

curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_CUSTOMREQUEST, "POST");
curl_setopt($ch, CURLOPT_HTTPHEADER, array(
    'Accept: application/json'
));

$response = curl_exec($ch);

if (curl_errno($ch)) {
    echo 'Error:' . curl_error($ch);
}

$http_code = curl_getinfo($ch, CURLINFO_HTTP_CODE);

curl_close($ch);

echo "Status Code: " . $http_code;
?>
```

--------------------------------

### Retrieve a Run by ID (Go Example)

Source: https://marquezproject.ai/docs/api/get-run

This Go code snippet shows how to retrieve a run by its ID using the native 'net/http' package. It makes a GET request and handles the JSON response.

```go
package main

import (
	"fmt"
	"io/ioutil"
	"net/http"
)

func main() {
	baseURL := "http://localhost:5000/api/v1"
	runID := "YOUR_RUN_ID" // Replace with the actual run ID

	url := fmt.Sprintf("%s/jobs/runs/%s", baseURL, runID)

	req, err := http.NewRequest("GET", url, nil)
	if err != nil {
		fmt.Printf("Error creating request: %v\n", err)
		return
	}
	req.Header.Set("Accept", "application/json")

	client := &http.Client{}
	res, err := client.Do(req)
	if err != nil {
		fmt.Printf("Error sending request: %v\n", err)
		return
	}
	defer res.Body.Close()

	if res.StatusCode == http.StatusOK {
		body, err := ioutil.ReadAll(res.Body)
		if err != nil {
			fmt.Printf("Error reading response body: %v\n", err)
			return
		}
		fmt.Println(string(body))
	} else {
		fmt.Printf("Error: %d - %s\n", res.StatusCode, res.Status)
	}
}
```

--------------------------------

### Start Run API Request (Node.js)

Source: https://marquezproject.ai/docs/api/start-run

This snippet demonstrates how to start a run using the Marquez Project AI API with Node.js and the 'axios' library. It sends a POST request to the specified endpoint.

```javascript
const axios = require('axios');

const url = 'http://localhost:5000/api/v1/jobs/runs/:id/start';
const headers = {
    'Accept': 'application/json'
};

axios.post(url, null, { headers: headers })
    .then(response => {
        console.log('Status Code:', response.status);
    })
    .catch(error => {
        console.error('Error:', error);
    });
```

--------------------------------

### Start Run API Request (PowerShell)

Source: https://marquezproject.ai/docs/api/start-run

This snippet shows how to start a run using the Marquez Project AI API with PowerShell's Invoke-RestMethod. It sends a POST request to the run start endpoint.

```powershell
$url = 'http://localhost:5000/api/v1/jobs/runs/:id/start'

$headers = @{
    'Accept' = 'application/json'
}

$response = Invoke-RestMethod -Uri $url -Method Post -Headers $headers

$response | ConvertTo-Json
```

--------------------------------

### List Job Runs (Java Example)

Source: https://marquezproject.ai/docs/api/get-runs

This Java code snippet uses the OkHttp library to make a GET request to the Marquez API for listing job runs. It constructs the request with the correct URL and headers and processes the response.

```java
import okhttp3.*;
import java.io.IOException;

public class MarquezClient {

    public static void listRuns(String baseUrl, String namespace, String job) {
        OkHttpClient client = new OkHttpClient();

        Request request = new Request.Builder()
            .url(String.format("%s/namespaces/%s/jobs/%s/runs", baseUrl, namespace, job))
            .header("Accept", "application/json")
            .build();

        try (Response response = client.newCall(request).execute()) {
            if (response.isSuccessful()) {
                System.out.println(response.body().string());
            } else {
                System.out.println("Error: " + response.code());
            }
        } catch (IOException e) {
            e.printStackTrace();
        }
    }

    public static void main(String[] args) {
        String baseUrl = "http://localhost:5000/api/v1";
        String namespace = "your_namespace";
        String job = "your_job";
        listRuns(baseUrl, namespace, job);
    }
}
```

--------------------------------

### Start Run API Request (Python)

Source: https://marquezproject.ai/docs/api/start-run

This snippet shows how to start a run using the Marquez Project AI API with the Python 'requests' library. It sends a POST request to the specified endpoint, including the run ID.

```python
import requests

url = "http://localhost:5000/api/v1/jobs/runs/:id/start"
headers = {
    'Accept': 'application/json'
}

response = requests.post(url, headers=headers)

print(response.status_code)
```

--------------------------------

### Get Column Lineage Graph - API Request Examples

Source: https://marquezproject.ai/docs/api/get-column-lineage

Examples of how to make a GET request to the /column-lineage endpoint using different programming languages and tools. These examples demonstrate how to specify query parameters like nodeId, depth, and withDownstream.

```curl
curl -L -X GET 'http://localhost:5000/api/v1/column-lineage' \
-H 'Accept: application/json'
```

```python
import requests

url = "http://localhost:5000/api/v1/column-lineage"
headers = {
    'Accept': 'application/json'
}
params = {
    'nodeId': 'dataset:my-namespace:my-dataset',
    'depth': 20,
    'withDownstream': True
}

response = requests.get(url, headers=headers, params=params)
print(response.json())
```

```go
package main

import (
	"fmt"
	"net/http"
)

func main() {

	url := "http://localhost:5000/api/v1/column-lineage?nodeId=dataset:my-namespace:my-dataset&depth=20&withDownstream=true"

	req, _ := http.NewRequest("GET", url, nil)
	req.Header.Set("Accept", "application/json")

	client := &http.Client{}
	res, err := client.Do(req)
	if err != nil {
		fmt.Println(err)
		return
	}
	defer res.Body.Close()

	// Process response body here
}
```

```nodejs
const axios = require('axios');

const url = 'http://localhost:5000/api/v1/column-lineage';
const headers = {
  'Accept': 'application/json'
};
const params = {
  nodeId: 'dataset:my-namespace:my-dataset',
  depth: 20,
  withDownstream: true
};

axios.get(url, { headers: headers, params: params })
  .then(response => {
    console.log(response.data);
  })
  .catch(error => {
    console.error(error);
  });
```

```ruby
require 'net/http'
require 'uri'

uri = URI.parse('http://localhost:5000/api/v1/column-lineage?nodeId=dataset:my-namespace:my-dataset&depth=20&withDownstream=true')

request = Net::HTTP::Get.new(uri)
request['Accept'] = 'application/json'

response = Net::HTTP.start(uri.hostname, uri.port) do |http|
  http.request(request)
end

puts response.body
```

```csharp
using RestSharp;
using System;

var client = new RestClient("http://localhost:5000/api/v1");
var request = new RestRequest("column-lineage", Method.GET);
request.AddHeader("Accept", "application/json");
request.AddQueryParameter("nodeId", "dataset:my-namespace:my-dataset", ParameterType.Query);
request.AddQueryParameter("depth", "20", ParameterType.Query);
request.AddQueryParameter("withDownstream", "true", ParameterType.Query);

var response = client.Execute(request);
Console.WriteLine(response.Content);
```

```php
<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "http://localhost:5000/api/v1/column-lineage?nodeId=dataset:my-namespace:my-dataset&depth=20&withDownstream=true",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "GET",
  CURLOPT_HTTPHEADER => [
    "Accept: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #" . $err;
} else {
  echo $response;
}
```

```java
OkHttpClient client = new OkHttpClient().newBuilder()
  .build();
MediaType mediaType = MediaType.parse("application/json");
RequestBody body = RequestBody.create(mediaType, "");
Request request = new Request.Builder()
  .url("http://localhost:5000/api/v1/column-lineage?nodeId=dataset:my-namespace:my-dataset&depth=20&withDownstream=true")
  .method("GET", null)
  .addHeader("Accept", "application/json")
  .build();
Response response = client.newCall(request).execute();
```

```powershell
$url = "http://localhost:5000/api/v1/column-lineage?nodeId=dataset:my-namespace:my-dataset&depth=20&withDownstream=true"
$headers = @{
    "Accept" = "application/json"
}

Invoke-RestMethod -Method Get -Uri $url -Headers $headers
```

--------------------------------

### Retrieve Dataset Go Native Example

Source: https://marquezproject.ai/docs/api/get-dataset

This example shows how to retrieve a dataset using Go's native HTTP client. It constructs the request, sets headers, and handles the response.

```go
package main

import (
	"fmt"
	"io/ioutil"
	"net/http"
)

func main() {
	url := "http://localhost:5000/api/v1/namespaces/your_namespace/datasets/your_dataset"

	req, err := http.NewRequest("GET", url, nil)
	if err != nil {
		fmt.Println("Error creating request:", err)
		return
	}
	req.Header.Set("Accept", "application/json")

	client := &http.Client{}
	res, err := client.Do(req)
	if err != nil {
		fmt.Println("Error sending request:", err)
		return
	}
	defer res.Body.Close()

	body, err := ioutil.ReadAll(res.Body)
	if err != nil {
		fmt.Println("Error reading response body:", err)
		return
	}

	if res.StatusCode == 200 {
		fmt.Println(string(body))
	} else {
		fmt.Printf("Error: %d\n", res.StatusCode)
	}
}
```

--------------------------------

### Tag Dataset - Java OkHttp Example

Source: https://marquezproject.ai/docs/api/add-tag-to-dataset

Example of how to tag a dataset using Java with the OkHttp library. This code demonstrates building a request and executing it asynchronously.

```java
import okhttp3.*;
import java.io.IOException;

public class TagDataset {
    public static void main(String[] args) throws IOException {
        OkHttpClient client = new OkHttpClient();

        Request request = new Request.Builder()
            .url("http://localhost:5000/api/v1/namespaces/:namespace/datasets/:dataset/tags/:tag")
            .header("Accept", "application/json")
            .post(RequestBody.create(null, new byte[0])) // POST with empty body
            .build();

        try (Response response = client.newCall(request).execute()) {
            System.out.println(response.code());
        }
    }
}
```

--------------------------------

### Tag Dataset - Go Native Example

Source: https://marquezproject.ai/docs/api/add-tag-to-dataset

Example of how to tag a dataset using Go's native HTTP client. This code shows how to create a client, build the request, and send it to the API.

```go
package main

import (
	"fmt"
	"net/http"
)

func main() {

	url := "http://localhost:5000/api/v1/namespaces/:namespace/datasets/:dataset/tags/:tag"

	client := &http.Client{}
	req, err := http.NewRequest("POST", url, nil)

	if err != nil {
		fmt.Println(err)
		return
	}

	req.Header.Set("Accept", "application/json")

	resp, err := client.Do(req)
	if err != nil {
		fmt.Println(err)
		return
	}

	defer resp.Body.Close()
	fmt.Println(resp.StatusCode)
}
```

--------------------------------

### Retrieve Dataset PowerShell RestMethod Example

Source: https://marquezproject.ai/docs/api/get-dataset

This example shows how to retrieve a dataset using PowerShell's Invoke-RestMethod cmdlet. It sends a GET request to the specified API endpoint.

```powershell
$url = "http://localhost:5000/api/v1/namespaces/your_namespace/datasets/your_dataset"

$headers = @{
    "Accept" = "application/json"
}

try {
    $response = Invoke-RestMethod -Uri $url -Method Get -Headers $headers
    Write-Host $response
} catch {
    Write-Error "Error: $($_.Exception.Message)"
}
```

--------------------------------

### Start Marquez Services with Custom DB Port (Bash)

Source: https://marquezproject.ai/docs/tutorials/airflow_tutorial

Starts the Marquez services using Docker Compose, allowing for a custom port configuration for the database. This is useful to avoid port conflicts.

```bash
./docker/up.sh --db-port 2345
```

```bash
sh ./docker/up.sh --db-port 2345
```

--------------------------------

### Run Object Schema Example (JSON)

Source: https://marquezproject.ai/docs/api/create-run

This JSON object represents the schema for a run within the Marquez Project AI. It includes fields for the run's ID, creation and update timestamps, nominal start and end times, current state, actual start and end times, duration, arguments, context, and facets. This example shows a completed run with specific arguments and context.

```JSON
{
  "id": "870492da-ecfb-4be0-91b9-9a89ddd3db90",
  "createdAt": "2019-05-09T19:49:24.201361Z",
  "updatedAt": "2019-05-09T19:49:24.201361Z",
  "nominalStartTime": null,
  "nominalEndTime": null,
  "state": "COMPLETED",
  "startedAt": "2019-05-09T15:17:32.690346",
  "endedAt": "2019-05-09T20:05:46.815920Z",
  "durationMs": 4250894125,
  "args": {
    "email": "me@example.com",
    "emailOnFailure": "false",
    "emailOnRetry": "true",
    "retries": "1"
  },
  "context": {
    "SQL": "SELECT * FROM mytable;"
  },
  "facets": {}
}

```

--------------------------------

### Retrieve Namespace API Request Examples

Source: https://marquezproject.ai/docs/api/get-namespace

Examples of how to retrieve a namespace using the Marquez Project AI API. This involves sending a GET request to the /namespaces/:namespace endpoint. The response is a JSON object containing details about the namespace.

```json
{
  "name": "my-namespace",
  "createdAt": "2019-05-09T19:49:24.201361Z",
  "updatedAt": "2019-05-09T19:49:24.201361Z",
  "ownerName": "me",
  "description": "My first namespace!"
}
```

```http
GET /namespaces/:namespace
```

```http
http://localhost:5000/api/v1
```

--------------------------------

### Install Airflow OpenLineage Provider Package (Bash)

Source: https://marquezproject.ai/docs/tutorials/airflow_tutorial

Installs the necessary Apache Airflow OpenLineage Provider package to enable OpenLineage event emission. This command is used on MacOS/Linux systems.

```bash
$ pip install apache-airflow-providers-openlineage
```

--------------------------------

### Retrieve a Run by ID (PowerShell Example)

Source: https://marquezproject.ai/docs/api/get-run

This PowerShell script uses 'Invoke-RestMethod' to retrieve run details. It specifies the URI and headers for the GET request.

```powershell
$baseURL = 'http://localhost:5000/api/v1'
$runId = 'YOUR_RUN_ID' # Replace with the actual run ID

$uri = "$baseURL/jobs/runs/$runId"

$headers = @{
    'Accept' = 'application/json'
}

$response = Invoke-RestMethod -Uri $uri -Method Get -Headers $headers

if ($response) {
    $response | ConvertTo-Json
} else {
    Write-Error "Failed to retrieve run data."
}
```

--------------------------------

### Retrieve Dataset cURL Request

Source: https://marquezproject.ai/docs/api/get-dataset

Example of how to retrieve a dataset using cURL. This command sends a GET request to the specified endpoint with the 'Accept: application/json' header.

```curl
curl -L -X GET 'http://localhost:5000/api/v1/namespaces/:namespace/datasets/:dataset' \
-H 'Accept: application/json'
```

--------------------------------

### Clone Marquez Repository (Bash)

Source: https://marquezproject.ai/docs/tutorials/airflow_tutorial

Clones the Marquez source code repository from GitHub. This is a prerequisite for setting up and running Marquez.

```bash
git clone https://github.com/MarquezProject/marquez && cd marquez
```

```bash
git config --global core.autocrlf false
git clone https://github.com/MarquezProject/marquez && cd marquez
```

--------------------------------

### Retrieve a Run by ID (cURL Example)

Source: https://marquezproject.ai/docs/api/get-run

This cURL command demonstrates how to retrieve a run by its ID. It sends a GET request to the specified endpoint with an 'Accept' header for JSON.

```shell
curl -L -X GET 'http://localhost:5000/api/v1/jobs/runs/:id' \
-H 'Accept: application/json'
```

--------------------------------

### Retrieve Dataset Example (JSON)

Source: https://marquezproject.ai/docs/api/get-dataset

This is an example JSON response when successfully retrieving a dataset. It includes metadata such as ID, type, name, creation timestamp, source information, fields, tags, and description.

```json
{
  "id": {
    "namespace": "my-namespace",
    "name": "my-dataset"
  },
  "type": "DB_TABLE",
  "name": "my-dataset",
  "physicalName": "public.mytable",
  "createdAt": "2019-05-09T19:49:24.201361Z",
  "updatedAt": "2019-05-09T19:49:24.201361Z",
  "namespace": "my-namespace",
  "sourceName": "my-source",
  "fields": [
    {
      "name'": "a",
      "type": "INTEGER",
      "tags": []
    },
    {
      "name'": "b",
      "type": "TIMESTAMP",
      "tags": []
    },
    {
      "name'": "c",
      "type": "INTEGER",
      "tags": []
    },
    {
      "name'": "d",
      "type": "INTEGER",
      "tags": []
    }
  ],
  "tags": [],
  "lastModifiedAt": null,
  "description": "My first dataset!",
  "facets": {},
  "currentVersion": "b1d626a2-6d3a-475e-9ecf-943176d4a8c6"
}
```

--------------------------------

### Retrieve a Run by ID (C# Example)

Source: https://marquezproject.ai/docs/api/get-run

This C# snippet utilizes the 'RestSharp' library to make a GET request for a specific run. It configures the client, request, and handles the response.

```csharp
using RestSharp;
using System;

public class MarquezClient
{
    public static void Main(string[] args)
    {
        string baseURL = "http://localhost:5000/api/v1";
        string runId = "YOUR_RUN_ID"; // Replace with the actual run ID

        var client = new RestClient(baseURL);
        var request = new RestRequest($"/jobs/runs/{runId}", Method.Get);
        request.AddHeader("Accept", "application/json");

        var response = client.Execute(request);

        if (response.IsSuccessful)
        {
            Console.WriteLine(response.Content);
        }
        else
        {
            Console.WriteLine($"Error: {response.StatusCode} - {response.StatusDescription}");
        }
    }
}
```

--------------------------------

### Retrieve a Run by ID (Node.js Example)

Source: https://marquezproject.ai/docs/api/get-run

This Node.js snippet uses the 'axios' library to fetch run details. It makes a GET request to the API endpoint and processes the JSON response.

```javascript
const axios = require('axios');

const baseURL = 'http://localhost:5000/api/v1';
const runId = 'YOUR_RUN_ID'; // Replace with the actual run ID

const url = `${baseURL}/jobs/runs/${runId}`;

axios.get(url, {
  headers: {
    'Accept': 'application/json'
  }
})
  .then(response => {
    console.log(response.data);
  })
  .catch(error => {
    console.error(`Error: ${error.response.status} - ${error.response.statusText}`);
  });
```

--------------------------------

### Tag Dataset - Ruby Net::HTTP Example

Source: https://marquezproject.ai/docs/api/add-tag-to-dataset

Example of how to tag a dataset using Ruby's Net::HTTP library. This code shows how to set up the request and send it to the API.

```ruby
require 'net/http'
require 'uri'

uri = URI.parse('http://localhost:5000/api/v1/namespaces/:namespace/datasets/:dataset/tags/:tag')

request = Net::HTTP::Post.new(uri)
request['Accept'] = 'application/json'

response = Net::HTTP.start(uri.hostname, uri.port) do |http|
  http.request(request)
end

puts response.code
```