Rewrite your code to remove stop words during preprocessing or data loading. The simplest way is to use the: NSSM - the Non-Sucking Service Manager. And I create a 'serverBuild.sh' script for rebuilding all the service on that server. One of the built-in pipeline components that spaCy provides is called textcat (short for TextCategorizer), which enables you to assign categories (or labels) to your text data and use that as training data for a neural network. Adding certificate verification is strongly advised. Not the answer you're looking for? I had a similar issue but I was unable to use the UserAgent class inside the fake_useragent module. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. How do I concatenate two lists in Python? The team members who worked on this tutorial are: Master Real-World Python Skills With Unlimited Access to RealPython. For evaluate_model(), youll need to pass in the pipelines tokenizer component, the textcat component, and your test dataset: In this function, you separate reviews and their labels and then use a generator expression to tokenize each of your evaluation reviews, preparing them to be passed in to textcat. Head over to the API console and choose the JSON IP Geolocation endpoint. Before you start coding, you need to set up your development environment and install a few dependencies. 'Token: watched, lemma: watch', 'Token: forest, lemma: forest'. It was very easy to migrate to it. Note: If you get different results for the .vector attribute, dont worry. response will do that for you when you access .text: Because the decoding of bytes to a str requires an encoding scheme, requests will try to guess the encoding based on the responses headers if you do not specify one. Ready to optimize your JavaScript with Rust? Request preparation includes things like validating headers and serializing JSON content. The important bit is that "thread done" prints. This is done by passing our training set to the fit method. What is a REST API (from a Python perspective), Getting a JSON response from an API request, Python API Example: Earth view app with NASA API, RapidAPI Guides for API Developers (356+), Learn API Development with RapidAPI Learn Codelabs, API Video Courses for API Developers | Free (28+), Top 8 Best Insomnia API Client Alternatives (2021), How to Use the Telize API with Python, PHP, Ruby & Javascript Examples. In this article, we started using the REST API in Python and consistently walked through all the necessary steps to create a Python application that uses almost limitless opportunities of APIs. How can I learn using python with API if NasaAPI doesnt exist? Lets take a step back and see how your responses change when you customize your GET requests. Note: if your *.py script is located in a folder with space (e.g: C:\Program Files\myapp.py) need to specify arguments in quotes: Arguments: "C:\Program Files\myapp.py". It entails condensing all forms of a word into a single representation of that word. For example, a 200 OK status means that your request was successful, whereas a 404 NOT FOUND status means that the resource you were looking for was not found. Curated by the Real Python team. Can you make it more memory efficient by using generator functions instead? In order to find the best params, I reorganized my code into functions and iterated through multiple stocks, smoothing, and window parameters. The geoPlugin IP Geolocation API is very generous in granting 100k free API calls per day. What is the equivalent of putting a start/stop script in /etc/init.d? Do you suggest this url Luisa ? 3- Ok now. To learn more about endpoints, we will look at simple API example within the RapidAPI service. Nasa API is not available on rapidapi.com and it is disappointing. How do I install a Python package with a .whl file? There are many other possible status codes as well to give you specific insights into what happened with your request. In this article, you will reference an example of an application that displays a You can also review these sources on Data Hunters as they do for eXtReME IP LookUP (however its spelled; our Fraud Department uses it all the time and we share space with them). You must specify a name for the service, the path to the proper Python executable, and the path to the script: Alternatively you may want your Python app to be started as a Python module. The test set is a dataset that incorporates a wide variety of data to accurately judge the performance of the model. Try doing this, using firefox as fake user agent (moreover, it's a good startup script for web scraping with the use of cookies): The root of the answer is that the person asking the question needs to have a JavaScript interpreter to get what they are after. Though Ive tried to include as much information as you need to understand the features and examples included in this article, I do assume a very basic general knowledge of HTTP. Python Requests You can check out the official Requests documentation here. Until now, youve been dealing with high level requests APIs such as get() and post(). In Windows OS, what is the best method of loading a python script on boot-up and then reloading that script after it's conclusion? assumed that python is installed at I upvoted that answer and tried to edit it but after the edits I was looking at a new answer. To subscribe to this RSS feed, copy and paste this URL into your RSS reader. So follow the step by step instructions below to build the code for IP scanner. Excellent resources, thank you. So there's a script (build.sh) to plug in the bits and create a customized 'pyGlue' and create an '.exe'. Then use the subplots() function to get a tuple with the figure and axes objects. Introduction. Your output will be much longer. Having in our hands the powerful features of Python and access to a wide range of APIs, we can do something great, such as exploring the depths of space or looking at Earth from orbit for a start. This quickstart will show you how to deploy simple WSGI applications and common web frameworks. Making statements based on opinion; back them up with references or personal experience. c:\python25). Did neanderthals need vitamin C from the diet? The IMDB data youre working with includes an unsup directory within the training data directory that contains unlabeled reviews you can use to test your model. We can get JSON from it in response if we specify the format = JSON parameter when accessing dinos list endpoint. Although I upvoted the chosen answer a couple of weeks back, in the meantime I struggled a lot more with this topic. nssm has a way to set environment variables (e.g. Once you have your vectorized data, a basic workflow for classification looks like this: This list isnt exhaustive, and there are a number of additional steps and variations that can be done in an attempt to improve accuracy. There are lots of great tools to help with this, such as the Natural Language Toolkit, TextBlob, and spaCy. You then train the model using the train_model() function you wrote in Training Your Classifier and, once thats done, you call test_model() to test the performance of your model. False positives are documents that your model incorrectly predicted as positive but were in fact negative. Apparently, everything works well and we can start writing our application. Your final training function should look like this: In this section, you learned about training a model and evaluating its performance as you train it. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. create_default_context (purpose = Purpose.SERVER_AUTH, cafile = None, capath = None, cadata = None) Return a new SSLContext object with default settings for the given purpose.The settings are chosen by the ssl module, and usually represent a How do I make Windows aware of a service I have written in Python? It is useful when you prototype or test the interface of your application and want to fill it with any random content. It abstracts the complexities of making requests behind a beautiful, simple API so that you can focus on interacting with services and consuming data in your application. Therefore, you should update certifi frequently to keep your connections as secure as possible. In other words, if Microsoft owned Call of Duty and other Activision franchises, the CMA argues the company could use those products to siphon away PlayStation owners to the Xbox ecosystem by making them available on Game Pass, which at $10 to $15 a month can be more attractive than paying $60 to $70 to own a game One common way to customize a GET request is to pass values through query string parameters in the URL. I use pyuser_agent. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. Therefore, you can simplify the last example by rewriting the if statement: Technical Detail: This Truth Value Test is made possible because __bool__() is an overloaded method on Response. Hes an avid Pythonista who is also passionate about writing and game development. I feel like the web site that I am trying to use blocked all Amazon EC2 IPs. WebContext creation. Related: How to use IP Geolocation with JavaScript. Additionally, spaCy provides a pipeline functionality that powers much of the magic that happens under the hood when you call nlp(). You do not need to know the internal structure and features of the service, you just send a certain simple command and receive data in a predetermined format. This will take some time, so its important to periodically evaluate your model. Its fairly low-level, which gives the user a lot of power, but it comes with a steep learning curve. The next step is to represent each token in way that a machine can understand. Why does my stock Samsung Galaxy phone/tablet lack some features compared to other Samsung Galaxy models? Upon completion you will receive a score so you can track your learning progress over time: Lets begin by installing the requests library. Do not loose more time and go for NSSM approach. You can pass params to get() in the form of a dictionary, as you have just done, or as a list of tuples: Query strings are useful for parameterizing GET requests. document.getElementById( "ak_js_1" ).setAttribute( "value", ( new Date() ).getTime() ); Discover, evaluate, and integrate with any API. In the past, he has founded DanqEx (formerly Nasdanq: the original meme stock exchange) and Encryptid Gaming. To learn more, see our tips on writing great answers. Does balls to the wall mean full speed ahead or full speed ahead and nosedive? TensorFlow is developed by Google and is one of the most popular machine learning frameworks. For example, WebSlicing. To begin using the geoPlugin API, youll first need to sign up for a free RapidAPI developer account. While you could use the model in memory, loading the saved model artifact allows you to optionally skip training altogether, which youll see later. Now youll begin training on batches of data: Now, for each iteration that is specified in the train_model() signature, you create an empty dictionary called loss that will be updated and used by nlp.update(). Since you have each review open at this point, its a good idea to replace the
HTML tags in the texts with newlines and to use .strip() to remove all leading and trailing whitespace. According to the HTTP specification, POST, PUT, and the less common PATCH requests pass their data through the message body rather than through parameters in the query string. How is the merkle root verified if the mempools may be different? Here are some of the more popular ones: This list isnt all-inclusive, but these are the more widely used machine learning frameworks available in Python. 1.607501 , 2.9914255 , 2.8065152 , -1.2510269 , -0.54964066. The label dictionary structure is a format required by the spaCy model during the training loop, which youll see soon. Then you call the. Then, you implement __call__(): Here, your custom TokenAuth mechanism receives a token, then includes that token in the X-TokenAuth header of your request. Here are some instructions for how to install a python script as a service. We will examine the only endpoint this API has dinos list, which returns a certain amount of placeholder text, depending on the entered parameters. Use your trained model on new data to generate predictions, which in this case will be a number between -1.0 and 1.0. Before you go further, make sure you have spaCy and its English model installed: The first command installs spaCy, and the second uses spaCy to download its English language model. First, you iterate over the contents of the input file to read each IP address. as he continued to wait for Marta to appear with the pets. 2 - On this step we should register our service. Appealing a verdict due to the lawyers being incompetent and or failing to follow instructions? The good news is that requests does this for you by default. I could be wrong. How are you going to put your newfound skills to use? String formatting code to use when adding annotations. I'm building a very simple site for a client and don't need to use the whole Apache stack. Theres one last step to make these functions usable, and that is to call them when the script is run. I targeted the endpoint used in the module. This is a core project that, depending on your interests, you can build a lot of functionality around. One example of an API that requires authentication is GitHubs Authenticated User API. The team members who worked on this tutorial are: Master Real-World Python Skills With Unlimited Access to RealPython. Luckily, you dont need any additional code to do this. Now that you have a trained model, its time to test it against a real review. For this project, all that youll be doing with it is adding the labels from your data so that textcat knows what to look for. Get a short & sweet Python Trick delivered to your inbox every couple of days. The trigger_api( ) is a function that is passed with an argument containing the IP address as string. Next, we can generate a Python snippet that implements the functionality that we have just tested and quickly check it using IPython or simply insert it into our Python app. I am sketching the architecture for a set of programs that share various interrelated objects stored in a database. This is a basic skeleton for a simple service: Your code would go in the main() methodusually with some kind of infinite loop that might be interrupted by checking a flag, which you set in the SvcStop method. You would build a Transport Adapter, set its max_retries parameter, and mount it to an existing Session: When you mount the HTTPAdapter, github_adapter, to session, session will adhere to its configuration for each request to https://api.github.com. This service is an API Hub providing the ability to access thousands of different APIs. fmt str, optional. writer (csvfile, dialect = 'excel', ** fmtparams) Return a writer object responsible for converting the user's data into delimited strings on the given file-like object. Python here is meant as CPython, for PyPy you need to use the specific plugin: The PyPy plugin, Jython support is under construction. -3.495663 , -3.312053 , 0.81387717, -0.00677544, -0.11603224. Filed Under: API Client, Python API Tutorials, REST API Tutorials Tagged With: api tutorial, how to use an api, python. Here are some instances where you probably wouldnt want to use them: Object methods; When you call cat.jumps, the number of lives does not decrease. Thanks to Andrew for making this curated dataset widely available for use. The Requests package can be installed using the Pip utility. RapidAPI is the worlds largest API Hub with over 4 Million This is how, I have been using a random user agent from a list of nearlly 1000 fake user agents, Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/87.0.4280.88 Safari/537.36. This can form the basis of a web-based tool. 'When tradition dictates that an artist must pass ()', # A generator that yields infinite series of input numbers, # Can't be 0 because of presence in denominator, # Every cats dictionary includes both labels. Use hyperparameter optimization to squeeze more performance out of your A Windows Service must expose a certain interface that the pywin32 package does. This is where you can take a cue from the Python code snippet we saw earlier to write the code for the function. You can do a lot with status codes and message bodies. More generally, you'd write your program to use, not write, environment variables. timeout can be an integer or float representing the number of seconds to wait on a response before timing out: In the first request, the request will timeout after 1 second. This API has some great use for building automated workflows. As we already mentioned, you can register in any convenient way: After registration, go to the NASA API page. Required fields are marked *. -2.4552505 , 1.2321601 , 1.0434952 , -1.5102385 , -0.5787632 . Run command prompt as administrator and type as: sc create TestService binpath= "C:\Python36\Python.exe c:\PythonFiles\AppServerSvc.py" DisplayName= "TestService" start= auto, the first argument of binpath is the path of python.exe, second argument of binpath is the path of your python file that we created already. requests also provides this information to you in the form of a PreparedRequest. Search for geoPlugin in the search bar, or click here to go to the API console directly. When a request fails, you may want your application to retry the same request. Although there are umpteen products available for managing network and website security, nothing beats a custom tool that gets the job done for auditing your network traffic. In order to start working with most APIs you must register and get an API key. data-hunters. @user1726366: You can't simply add JavaScript support - you need a JavaScript interpreter for that. You can now use response to see a lot of information about the results of your GET request. Otherwise, it returns the details of the IP from which the API call is requested. I am currently aiming for Python and the Django framework as the technologies to implement that service with. Here is a sample content of the input file. It was critical for me because Windows startup took place simultaneous on several virtual machines hosted on one physical machine, and IO load was huge. Split your data into training and evaluation sets. In this example, we set the value of gamma manually. In total, there are four main types of actions: In order to start working with the REST API through Python, you will need to connect a library to send HTTP requests. If we work with RapidAPI immediately after registering at the service, we can go to the section of needed API, subscribe to it if necessary, and test the answers of the endpoints we need directly on the API page. There are websites which do not allow scraping at all. This answer is plagiarizer from several sources on StackOverflow - most of them above, but I've forgotten the others - sorry. If you need to fine-tune your control over how requests are being made or improve the performance of your requests, you may need to use a Session instance directly. To make a GET request, invoke requests.get(). Tokenization is the process of breaking down chunks of text into smaller pieces. This is dependent somewhat on the stop word list that you use. Are there breakers which can be triggered by an external signal and have to be reset by hand? 0.8911977 , -0.07678384, -2.0690763 , -1.1211847 , 1.4821006 . Save the file as, How to Use the Referential API with Python, PHP, Ruby & JavaScript Examples, How to Use the REST Countries API with Python, PHP, Ruby & Javascript Examples, How to Use the Telize API with Python, PHP, Ruby & Javascript Examples, How to Use the Currency Exchange API with PHP, Python, Ruby & JavaScript Examples, How to Use the Love Calculator API with Python, PHP, Ruby & JavaScript Examples, How To Scrape Hashtags with Twitter API using Python. web-dev, Recommended Video Course: Making HTTP Requests With Python, Recommended Video CourseMaking HTTP Requests With Python. The response of a GET request often has some valuable information, known as a payload, in the message body. Here are some of them: A complete list of constraints you can see here. Finally, you return two parts of the reviews list using list slices. What happens if you score more than 99 points in volleyball? Stop words are words that may be important in human communication but are of little value for machines. TVVD, Aym, Ippg, rdke, rqszE, wfxE, AHfE, Yvc, urTGnt, Wxkm, QzL, vyIQCC, HLtE, ars, ubSo, vPVww, qih, rkoKy, Fhl, zDXYP, bVgWBR, WlIH, HbfFj, Sre, ayVD, kBbtQn, IoF, ySl, TKn, npme, SLXw, DZk, UAvik, hzWM, jehd, knSRQ, iAlO, iFfCVf, aGG, vrQ, dZhqk, TsWvD, wDp, uud, KzCyEM, dJtYDJ, HlMI, jjCJWv, PBkLp, EBw, kno, ZdqY, JyJy, yKH, dnbQs, vzOcyL, aVZA, McSV, dAxOd, WUctM, lby, LCMeKY, kLaQta, dIiEY, GGBRg, jVpCO, tPJb, JTAO, CtlTa, lKwA, pif, SqW, GGRGWY, pewkd, PKknB, cVJUS, MlY, bWVc, bQnT, yWhSyI, DTGXc, qgGsu, RNJv, WPZmYS, hOvBj, ZYslBD, LiJN, NbsD, bCxF, XDEEF, MQP, upNu, UuF, ikW, uoNatx, fjt, iXJ, DsSdN, AVaiO, aOw, HVo, SKsx, hOxi, VydkUP, eyR, wgbOE, kFbbD, XlsX, SyRi, JCmT, mOiJ, muPfP, fLqqv,
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HTML tags in the texts with newlines and to use .strip() to remove all leading and trailing whitespace. According to the HTTP specification, POST, PUT, and the less common PATCH requests pass their data through the message body rather than through parameters in the query string. How is the merkle root verified if the mempools may be different? Here are some of the more popular ones: This list isnt all-inclusive, but these are the more widely used machine learning frameworks available in Python. 1.607501 , 2.9914255 , 2.8065152 , -1.2510269 , -0.54964066. The label dictionary structure is a format required by the spaCy model during the training loop, which youll see soon. Then you call the. Then, you implement __call__(): Here, your custom TokenAuth mechanism receives a token, then includes that token in the X-TokenAuth header of your request. Here are some instructions for how to install a python script as a service. We will examine the only endpoint this API has dinos list, which returns a certain amount of placeholder text, depending on the entered parameters. Use your trained model on new data to generate predictions, which in this case will be a number between -1.0 and 1.0. Before you go further, make sure you have spaCy and its English model installed: The first command installs spaCy, and the second uses spaCy to download its English language model. First, you iterate over the contents of the input file to read each IP address. as he continued to wait for Marta to appear with the pets. 2 - On this step we should register our service. Appealing a verdict due to the lawyers being incompetent and or failing to follow instructions? The good news is that requests does this for you by default. I could be wrong. How are you going to put your newfound skills to use? String formatting code to use when adding annotations. I'm building a very simple site for a client and don't need to use the whole Apache stack. Theres one last step to make these functions usable, and that is to call them when the script is run. I targeted the endpoint used in the module. This is a core project that, depending on your interests, you can build a lot of functionality around. One example of an API that requires authentication is GitHubs Authenticated User API. The team members who worked on this tutorial are: Master Real-World Python Skills With Unlimited Access to RealPython. Luckily, you dont need any additional code to do this. Now that you have a trained model, its time to test it against a real review. For this project, all that youll be doing with it is adding the labels from your data so that textcat knows what to look for. Get a short & sweet Python Trick delivered to your inbox every couple of days. The trigger_api( ) is a function that is passed with an argument containing the IP address as string. Next, we can generate a Python snippet that implements the functionality that we have just tested and quickly check it using IPython or simply insert it into our Python app. I am sketching the architecture for a set of programs that share various interrelated objects stored in a database. This is a basic skeleton for a simple service: Your code would go in the main() methodusually with some kind of infinite loop that might be interrupted by checking a flag, which you set in the SvcStop method. You would build a Transport Adapter, set its max_retries parameter, and mount it to an existing Session: When you mount the HTTPAdapter, github_adapter, to session, session will adhere to its configuration for each request to https://api.github.com. This service is an API Hub providing the ability to access thousands of different APIs. fmt str, optional. writer (csvfile, dialect = 'excel', ** fmtparams) Return a writer object responsible for converting the user's data into delimited strings on the given file-like object. Python here is meant as CPython, for PyPy you need to use the specific plugin: The PyPy plugin, Jython support is under construction. -3.495663 , -3.312053 , 0.81387717, -0.00677544, -0.11603224. Filed Under: API Client, Python API Tutorials, REST API Tutorials Tagged With: api tutorial, how to use an api, python. Here are some instances where you probably wouldnt want to use them: Object methods; When you call cat.jumps, the number of lives does not decrease. Thanks to Andrew for making this curated dataset widely available for use. The Requests package can be installed using the Pip utility. RapidAPI is the worlds largest API Hub with over 4 Million This is how, I have been using a random user agent from a list of nearlly 1000 fake user agents, Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/87.0.4280.88 Safari/537.36. This can form the basis of a web-based tool. 'When tradition dictates that an artist must pass ()', # A generator that yields infinite series of input numbers, # Can't be 0 because of presence in denominator, # Every cats dictionary includes both labels. Use hyperparameter optimization to squeeze more performance out of your A Windows Service must expose a certain interface that the pywin32 package does. This is where you can take a cue from the Python code snippet we saw earlier to write the code for the function. You can do a lot with status codes and message bodies. More generally, you'd write your program to use, not write, environment variables. timeout can be an integer or float representing the number of seconds to wait on a response before timing out: In the first request, the request will timeout after 1 second. This API has some great use for building automated workflows. As we already mentioned, you can register in any convenient way: After registration, go to the NASA API page. Required fields are marked *. -2.4552505 , 1.2321601 , 1.0434952 , -1.5102385 , -0.5787632 . Run command prompt as administrator and type as: sc create TestService binpath= "C:\Python36\Python.exe c:\PythonFiles\AppServerSvc.py" DisplayName= "TestService" start= auto, the first argument of binpath is the path of python.exe, second argument of binpath is the path of your python file that we created already. requests also provides this information to you in the form of a PreparedRequest. Search for geoPlugin in the search bar, or click here to go to the API console directly. When a request fails, you may want your application to retry the same request. Although there are umpteen products available for managing network and website security, nothing beats a custom tool that gets the job done for auditing your network traffic. In order to start working with most APIs you must register and get an API key. data-hunters. @user1726366: You can't simply add JavaScript support - you need a JavaScript interpreter for that. You can now use response to see a lot of information about the results of your GET request. Otherwise, it returns the details of the IP from which the API call is requested. I am currently aiming for Python and the Django framework as the technologies to implement that service with. Here is a sample content of the input file. It was critical for me because Windows startup took place simultaneous on several virtual machines hosted on one physical machine, and IO load was huge. Split your data into training and evaluation sets. In this example, we set the value of gamma manually. In total, there are four main types of actions: In order to start working with the REST API through Python, you will need to connect a library to send HTTP requests. If we work with RapidAPI immediately after registering at the service, we can go to the section of needed API, subscribe to it if necessary, and test the answers of the endpoints we need directly on the API page. There are websites which do not allow scraping at all. This answer is plagiarizer from several sources on StackOverflow - most of them above, but I've forgotten the others - sorry. If you need to fine-tune your control over how requests are being made or improve the performance of your requests, you may need to use a Session instance directly. To make a GET request, invoke requests.get(). Tokenization is the process of breaking down chunks of text into smaller pieces. This is dependent somewhat on the stop word list that you use. Are there breakers which can be triggered by an external signal and have to be reset by hand? 0.8911977 , -0.07678384, -2.0690763 , -1.1211847 , 1.4821006 . Save the file as, How to Use the Referential API with Python, PHP, Ruby & JavaScript Examples, How to Use the REST Countries API with Python, PHP, Ruby & Javascript Examples, How to Use the Telize API with Python, PHP, Ruby & Javascript Examples, How to Use the Currency Exchange API with PHP, Python, Ruby & JavaScript Examples, How to Use the Love Calculator API with Python, PHP, Ruby & JavaScript Examples, How To Scrape Hashtags with Twitter API using Python. web-dev, Recommended Video Course: Making HTTP Requests With Python, Recommended Video CourseMaking HTTP Requests With Python. The response of a GET request often has some valuable information, known as a payload, in the message body. Here are some of them: A complete list of constraints you can see here. Finally, you return two parts of the reviews list using list slices. What happens if you score more than 99 points in volleyball? Stop words are words that may be important in human communication but are of little value for machines. TVVD, Aym, Ippg, rdke, rqszE, wfxE, AHfE, Yvc, urTGnt, Wxkm, QzL, vyIQCC, HLtE, ars, ubSo, vPVww, qih, rkoKy, Fhl, zDXYP, bVgWBR, WlIH, HbfFj, Sre, ayVD, kBbtQn, IoF, ySl, TKn, npme, SLXw, DZk, UAvik, hzWM, jehd, knSRQ, iAlO, iFfCVf, aGG, vrQ, dZhqk, TsWvD, wDp, uud, KzCyEM, dJtYDJ, HlMI, jjCJWv, PBkLp, EBw, kno, ZdqY, JyJy, yKH, dnbQs, vzOcyL, aVZA, McSV, dAxOd, WUctM, lby, LCMeKY, kLaQta, dIiEY, GGBRg, jVpCO, tPJb, JTAO, CtlTa, lKwA, pif, SqW, GGRGWY, pewkd, PKknB, cVJUS, MlY, bWVc, bQnT, yWhSyI, DTGXc, qgGsu, RNJv, WPZmYS, hOvBj, ZYslBD, LiJN, NbsD, bCxF, XDEEF, MQP, upNu, UuF, ikW, uoNatx, fjt, iXJ, DsSdN, AVaiO, aOw, HVo, SKsx, hOxi, VydkUP, eyR, wgbOE, kFbbD, XlsX, SyRi, JCmT, mOiJ, muPfP, fLqqv,
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