The zip () function is used to zip the two values together. To convert a dictionary to a NumPy array, use the Python items() function on the dictionary, then convert it to an a list using the Python list() function. Solution: PySpark provides a create_map() function that takes a list of column types as an argument and returns a MapType column, so we can use this to convert the DataFrame struct column to map Type. Print the key: value pairs inside the Python dictionary using a for loop. In this example, I have imported a module called json and declared a variable as a dictionary, and assigned key and value pair. Using the numpy.asarray() method to convert list to matrix in Python.. Join. A dictionary, however, gives you more control over your data. NumPy arrays are used to store lists of numerical data and to represent vectors, matrices, and even tensors. The numpy.asarray() basically calls the numpy.array() method within itself, which makes the syntax of the former function just a … Converting a list to a dictionary is helpful if you want to create a key-value pair from that list. # list to dictionary. 1. So let's examine the different ways to convert lists into a dictionary in Python. Let’s implement all these steps through Python code. Dictionaries are used to store data values in key:value pairs. For this approach, you have to import the ast package from the python library and then use it with the literal_eval() method.. For example: A = np.random.random ( [3,4,5]) Result: { (i,j,k): A [i,j,k]} python arrays numpy. Dictionaries are Python's other built-in data type and it is also known as an associative array. How to convert 2D array into a dictionary. Convert php array to python dictionary. If you want to get a list object, you need to convert it to list by passing the result to the list () function. tolist () The following examples show how to use this syntax in practice. list. Numpy arrays allow for numeric elements of a certain type only. Creating a file. In this post, we will learn how to use loads() to convert JSON data from a string and from a file to a python dictionary. How to Convert a JSON Array or Object to a Python List? You can convert Python objects of the following types, into JSON strings: dict. So let's examine the different ways to convert lists into a dictionary in Python. Reading and parsing JSON files is very common operation in Python world. Let’s start this example from the beginning. Example 1: convert string array to integer python desired_array = [int (numeric_string) for numeric_string in current_array] Example 2: number to list in python # Declare a number a = 12345 #Number to list a_list = [int (x) for x in str (a)] Example 3: … Using numpy.Using range ().Using arange ().Using typecodes and initializers. Problem: How to Convert StructType (struct) DataFrame Column to Map (MapType) Column which is similar to Python Dictionary (Dict). Hence while converting a list of N elements into a set, we require such N operations, which will have the complexity of N * O(1) i.e O(N * 1) = O(N). Python 3 Now Available! A list can store elements of different types under a common name and at specific indexes. That said, converting a list to a dictionary in Python is helpful in many real-life cases. Strings, Lists, Arrays, and Dictionaries ¶. We can convert to dict using the dict() constructor.. As per the Python documentation: “enumerate(iterable, start=0): Returns an enumerate object. Close the opened sample JSON file so that it doesn’t get tampered. Let’s see the different methods: Method 1: Using numpy.array() and List Comprehension together. It will append that exact object to the array. text file to dictionary =. In such an object, every element of a list is a dictionary. The following code uses the array () function from the NumPy library to convert a list to an array or matrix in Python. Making use of the atype method. Using array2string method. If you need specific information about the Python properties of p, type: def Convert_dict (a): init = iter (list1) res_dct = … See the following code example. Most definitely. json is an acronym for JavaScript Object Notation. We will see how to do it in both Numpy and Python-specific ways. Python convert array of dictionary to dataframe In Python to convert an array of dictionaries to a dataframe, we can easily use the function dict.items (). A dictionary object can be constructed using dict() function. Count Number Of Elements In Python List By Condition. When you append an object like a dictionary to an array, Python does not make a copy before it appends. It’s sometimes required to convert a dictionary in Python into a NumPy array and Python provides an efficient method to perform this operation. If you want to get a list object, you need to convert it to list by passing the result to the list () function. We can use ast.literal_eval() here to evaluate the string as a python expression. Step 1: Import the required module. Approach to the problem: We want to convert an array into an ordinary list with the same items. Dictionary to List Using .items () Method. 1. Python programming learners can collect complete information about converting dictionary values to a list in python from this tutorial. The list or tuple type is converted to JSON array and string type to JSON string. This module produces the output in plain text only. Example 1: Convert 1-Dimensional Array to List. A dictionary in Python constitutes a group of elements in the form of key-value pairs. Now to parse the JSON file and to convert the JSON String into the dictionary, we should use the ‘load’ method instead of ‘loads’. Each key-value pair maps the key to its associated value. Much like the comprehension we used in the first lesson, a dictionary comprehension allows us to generate a dictionary in a single expression. You’ll also learn how to apply different orientations for your dictionary. In other words, You want to parse a JSON file and convert the JSON data into a dictionary so you can access JSON using its key-value pairs, but when you parse JSON data, you received a list, not a dictionary. where myDict is the dictionary that we would like to convert to JSON String. Convert Two Lists with a Dictionary Comprehension. Check out the below example to understand the working of ast.literal.eval() method. Online. # Python3 program to Convert a. First, create a JSON file as shown below and save the file as ‘json_string.json’. In Python, JSON exists as a string or more like a dictionary having key-value pairs where keys must be a string and values can be of any type say object, array, value, string, or a number. Python dict to json conversion can be done using the following steps: Step One: Convert Dictionary to String. In Python, we can have a list or an array of dictionaries. The return value is converted from a list to a dictionary data type. In this tutorial, we will discuss how to convert a dictionary to a string and back in Python. Learn more on our plans page . Then create a new NumPy array from this data, pass it as the first argument of np.array(). In this example, we created a dataframe by using the pandas library and then initialize a dictionary. After importing pandas, make use of its built-in function read_csv () with a few parameters to specify the csv file format. It is very easy to read and … "json" module makes it easy to parse the JSON strings which … Then run the np.array() function to convert a list to an array: >>> a = np.array([1, 2, 3]) >>> print(a) [1 2 3] Can we convert a list into a dictionary in Python? If you have any other method, please let us know in the comments. By default, they are stored as a tuple (key, value) in the iterator. For that reason, you should be making a new dictionary each time, as above. Python ArraysArrays. Note: This page shows you how to use LISTS as ARRAYS, however, to work with arrays in Python you will have to import a library, like the NumPy library.Access the Elements of an Array. ...The Length of an Array. ...Looping Array Elements. ...Adding Array Elements. ...Removing Array Elements. ...Array Methods. ... This object can be iterated, and if you pass it to list() constructor, it returns a list object with dictionary keys as elements. Python provides us with the array data structure in the below forms:Python ListPython Array ModuleNumPy module Converting a list of lists to a dictionary can be useful in certain situations. Make use of this Convert Dictionary Values List Python Tutorial and acquire how values of the dictionary can convert into a list using a python programming language with Examples. Each key-value pair maps the key to its associated value. It provides a method called loads() which can be used to convert JSON data to a python dictionary. So if you add dict1 to an array, then change dict1, then the array's contents will also change. products=[['1','product 1'],['2','product 2']] We can think of a Python list of lists as a database table where the outer list represent the table and the inner lists represent the rows. To convert two lists into one dictionary, you can use the Python zip () function. JSON Module to Convert text file to dictionary. products=[['1','product 1'],['2','product 2']] Python provides numpy.array () method to convert a dictionary into NumPy array but before applying this method we have to do some pre-task. import json First, we need to create an iterator and initialize to any variable and then typecast to the dict () function. It safely evaluates an expression node or a string containing a Python expression.The string or node provided may only consist of the following Python literal structures: strings, numbers, tuples, lists, dicts, booleans, and None. Example -. It offers functions that can read the file (csv.reader) or read and map it to a dictionary (csv.DictReader). Close. To get a dictionary from a series, you can use the pandas series to_dict () function which returns a dictionary of “index: value” key-value pairs. Dictionary. Is there a function in python to convert an nd-array into a dictionary where key is a tuple of index and value is the matrix value at that index? Converting a list to a dictionary in Python is not that much hard. Python3. In Python, there are multiple ways to convert a dictionary to a string. How do you convert a list to an array in Python? import json with open ('json_string.json','r') as string: my_dict=json.load (string) print (my_dict) Convert JSON String to Python Dictionary using json.load() Function. Created Oct 2, 2009. Example 1: Convert Dictionary to JSON. Python Program Python Server Side Programming Programming. NumPy arrays are designed to handle large data sets efficiently and with a minimum of fuss. In Python 3.6 and earlier, dictionaries are unordered. The result of this code is this string. Python NUMPY Array TUTORIAL. To convert a dictionary to an array in Python, use the numpy.array () method, and pass the dictionary object to the np.array () method as an argument and it returns the array. Use double function to convert to a MATLAB array. Converting a dictionary to NumPy array results in an array holding the key-value pairs of the dictionary. Convert dictionary to JSON Python. the_values = dict.values () SUM = sum (list (the_values) [1:10]) By assigning dict.values () to a list you are not converting it to a list; you are just storing it as dict_values (may be an object). To convert a Python list to a dictionary, use the list comprehension and make a key-value pair of consecutive elements and then typecast to dictionary type. 2) Using ast.literal.eval() The ast.literal.eval() is an inbuilt python library function used to convert string to dictionary efficiently. Help will be much appreciated. Created: September-26, 2021. Each tuple contains key value pair. Input :array ('k', [45, 23, 56, 12]) Output : [45, 23, 56, 12] Explanation: the array with elements [45, 23, 56, 12] are converted into list with the same elements. Use json.dumps () method on the dictionary object, which will return a string representation of that dictionary in JSON format. See the following code. If you want a Dictionary then just deserialize it to it: var res = JsonConvert.DeserializeObject>> (json); You do have a dictionary but actually two of them since there are two objects in your collections, you can't just combine them since keys would be duplicated. arr=[] Before going to understand just go through these … 243. def Convert (lst): This is a string. To convert a numpy array to dictionary the following program uses dict (enumerate (array.flatten (), 1)) and this is what it exactly does: array.flatten: This function is used to get a copy of given array, collapsed into one dimension. Here we can see how to convert a dictionary into a list to string. 2671. The easiest way to convert a Numpy array to a string is to use the Numpy array2string dedicated function. An example is when you get two columns as separate lists from the database and convert them into a dictionary or an array to make them more iterable, accessible, and easy to manipulate. There are 4 types of orient in Series and 6 types in a DataFrame. As of Python 2.7 and of course Python 3.0, we have the option to use a dictionary comprehension. y = json.dumps (x) # the result is a JSON string: print(y) Try it Yourself ». 3. As of Python version 3.7, dictionaries are ordered. Here, we can see how to convert dictionary to Json in python.. Convert Python dict into a dataframe. 1.] Dictionaries are written with curly brackets, and have keys and values: For simplicity sake you could also make this into a one liner: products=[['1','product 1'],['2','product 2']] On Initialising the DataFrame object with this kind of dictionary, each item (Key / Value pair) in the dictionary will be converted to one column, i.e. python Copy. Or you can use list comprehension, or use a for loop to get the keys of dict as list. A dictionary consists of a collection of key-value pairs. The returned dictionary will have the series’ index as its keys and the series’ value as its value. Converting a list to a dictionary is helpful if you want to create a key-value pair from that list. vals = {} We will see how to do it in both Numpy and Python-specific ways. A database table has a … Use the json Module to Convert a Dictionary to a String and Back in Python. Let’s look at a few ways to convert a numpy array to a string. Python Dictionary. Python convert dictionary list to string. For doing so we need to use a function. A dictionary, however, gives you more control over your data. This is a Python 3 trinket. Upgrade to Trinket Code+ or Trinket Connect now to create your own Python 3 trinkets! {'myline': 'data', 'myline2': 'This is data', 'myline3': 'Dict_Keydata', 'myline4': 'Dict_datavalue'} 3. The most commonly used data structure in Python is list, that is if you ignore str which is also a sequence. Top posts november 8th 2020 … Having an example array, we are able to convert dtype to boolean thanks to the astype function. Would also work ... Subreddit for posting questions and asking for general advice about your python code. How to convert a string to dictionary in Python? In this tutorial, we will learn Python convert dictionary to list, Python convert dictionary to list of tuples, Python convert dict to list of pair with example ... Read: How to Convert Python s tring to byte array. my_string = ['This', 'is', 'a', 'string'] print (' '.join (my_string)) The join function concatenates all elements inside the list and uses spaces as separators. In C# Dictionaries are created with the Dictionary class. In this tutorial, we will learn Python convert dictionary to list, Python convert dictionary to list of tuples, Python convert dict to list of pair with example ... Read: How to Convert Python s tring to byte array. The following is the syntax: Here, s is the pandas series you want to convert to a dictionary. Finally, typecase the list to dict type. Merging Two Dictionaries — Python Like You Mean It. Orient in dataframe.to_json() method determines how the json file will look like. How do you convert a list to an array in Python? for i, n in enumerate(['id', 'name', ....]): # to... 1. Python convert dictionary list to string. arr= [{"id":item[0], "name":item[1]}... 6. In this code snippet, we use pyspark.sql.Row to parse dictionary item. Using array2string method. the_values = dict.values () SUM = sum (list (the_values) [1:10]) By assigning dict.values () to a list you are not converting it to a list; you are just storing it as dict_values (may be an object). What you need to do is create a new dictionary for each iteration of the loop. products=[['1','product 1'],['2','product 2']] Those can be integer, float or complex numbers. It also supports cross-platform and cross-version. import numpy as np x = [12,10,20,200,4000] mat = np.array(x) print (mat) Output: text Copy. Update the question so it's on-topic for Code Review Stack Exchange. Another way to convert a CSV file to a Python dictionary is to use the Pandas module, which contains data manipulation tools for CSV files. As a pre-task follow this simple three steps First of all call dict.items () to return a group of the key-value pairs in the dictionary. In this article, we will see how to access data in such situations. Let’s check out different ways to convert a list into a dictionary. The methods items (), keys () and values () return view objects comprising of tuple of key-value pairs, keys only and values only respectively. Using list () will get you all the items converted to a list. Python offers several different solution. And if there are two lists, you can combine them into one dictionary as well. Posted by 1 year ago. .items () method of the dictionary is used to iterate through all the key-value pairs of the dictionary. Take a look: Post the example of the output you expect. - Python and javascript both have different representations for a dictionary. Python dictionary The dictionary is a built-in Python data type that stores data as key/value pairs. First import NumPy: import numpy as np. Converting a List to a Dictionary Using Enumerate() By using enumerate(), we can convert a list into a dictionary with index as key and list item as the value.. enumerate() will return an enumerate object. It includes everything in Python 3.9.6 as well as scientific libraries like Numpy and SciPy and matplotlib , with more on the way. We will have a list of tuples (each tuple consists of two elements) or just a list of elements. How to convert Python Dictionary to a list? The fastest way to convert a list (array) to a string is to use the join function. Ultimately, a dictionary also confers speed on web requests. Steps to Convert Pandas DataFrame to a Dictionary Step 1: Create a DataFrame Convert php array into python using OrderedDict, Here mention few useful example which is helpful to mapping key value. Show activity on this post. Closed 2 years ago. Julia Programming Language for Pythonistas - A Practical Tutorial. p = Python ndarray: 8 1 6 3 5 7 4 9 2 Use details function to view the properties of the Python object. We can use ast.literal_eval () here to evaluate the string as a python expression. 608k. Intro. Python possesses a default module, ‘json,’ with an in-built function named dumps() to convert the dictionary into a JSON object by importing the "json" module. In this section, we will learn about the Python DataFrame to_json Orient parameter. Read Python convert dictionary to an array. Python Currently I have this dictionary, printed using pprint: When I do this: I get this error: 'utf8' codec can't decode byte 0xff in position 0 … Press J to jump to the feed. The A-List: What To Do In London This WeekServe ice cold on crushed ice in a long-stemmed glassAdd a slice of blood orange and/or sprig of rosemaryTop up with a splash of tonic water Example 1: list to dict python my_list = ['Nagendra', 'Babu', 'Nitesh', 'Sathya'] my_dict = dict() for index, value in enumerate(my_list): my_dict[index] = value pri A dictionary consists of a collection of key-value pairs. tuple. I would like to convert it to an array that would look like this: Help appreciated! By using dict.items () to get a set like a dictionary with the key-value pairs. The JSON is a text format that is language-independent. Python queries related to “convert string array to int array python” array to int python; convert array to integer python; string array to int array python; ... convert a dictionary into dataframe python; python plot; install django rest framework; No module named 'rest_framework' To convert Python Dictionary keys to List, you can use dict.keys() method which returns a dict_keys object. Python json.loads(s): loads() method is called to convert a string, byte-array or bytes to a JSON. In the following program, we will initialize a Python dictionary, and convert it into JSON string using dumps() function of json package. Your code has two nested loops for each array row, which means that you are having to scan every row multiple times to get your result. I would like to convert it to a dictionary like { 1: 1, 2: 1, 3: 1, 4: 1, 5: 1 } My motivation behind this is so I can quickly increment the count of any of the keys in O(1) time. Answer (1 of 22): * First way l = [11, 22, 33, 44] n_dict = {} for i in range(len(l)-1): print i n_dict[i] = l[i] print n_dict * Using Dictionary comprehension * * They produce Python dictionary objects, they create a new dictionary. Then use list (obj) with this group as an object to convert it to a list. Let’s discuss some of the most commonly used methods/ways to do it. You can convert a Numpy array to a Python list ... # using Python module numpy to create a multi-dimensional array/list import numpy as np # create a 2x3 array of ones xf = np.ones((2, 3), float) print(xf) ''' [ [ 1. The output of the code above should be the data values of the key: value pairs from your dictionary, in the exact order that they appear in your dictionary. Let’s learn how to convert a Numpy array to a boolean value. Most definitely. Using the str() function. Parse a JSON File. In case you want to load an object from JSON into a list, you have to use the loads method. struct […] Let's understand the following example. We are going to make a constructor of the dictionary so that using objects of the counter we can directly convert it into Dictionary. Members. Python DataFrame to_json Orient. Convert php array to python dictionary. In Java Dictionary class is available but abstract, so we rely on its children like Hashtable. Toggle navigation KalkiCode. The dictionary comprehension lets you create a new dictionary based on the values of a … Python. One way to do this is to use the NumPy library. Python list to dictionary. Before jumping into the tutorial, let’s see an example of converting a list into a dictionary. Below are 5 common methods you can use to convert a dict to JSON in python: 1) Using dumps() function. The following syntax can be used to convert Pandas DataFrame to a dictionary: my_dictionary = df.to_dict() Next, you’ll see the complete steps to convert a DataFrame to a dictionary. arr=[] Press question mark to learn the rest of the keyboard shortcuts How to convert Javascript dictionary to Python dictionary? You can create a text file and enter the following information about people: First Name, Last Name, and Age. By the way, converting an object (a list or a Python dictionary, for example) into a JSON string is called serialization, don’t be alarmed when you come across this word. Next, we'll need the code that can be used to execute the conversion of the values from the dictionary to a list, like this: food_list=list (data.values ()) print (food_list) That's it. Convert the file data into dictionary using json.load () function. To convert a list to a dictionary using the same values, you can use the dict.fromkeys () method. for product in... Now, we need to import the pandas library and convert the Python dictionary to the DataFrame using the Pandas.dataframe () function. Here we have created an object of Counter by importing Counter from the collections module. One way to do this is to use the NumPy library. Convert Dict to JSON in Python. It also uses ** to unpack keywords in each dictionary. First import NumPy: import numpy as np. First, we need to create a file. In PHP dictionaries are called Associative Arrays. This function takes a tuple of tuples as argument. Method #1 : dict comprehension. Share Improve this answer Time complexity to convert list to set is Big O(N), where N is the number of elements present in the list, i.e it is linear to the elements present in the list.This is because the complexity of set operations to add/delete an element is O(1). enumerate: Enumerate method comes with an automatic counter/index for each of the items present in the list. for product in products: Python Dictionary. [ 1. And if there are two lists, you can combine them into one dictionary as well. Python Server Side Programming Programming. Python List. Php array is combination of key and value pair in ordered manner. You can convert it to a MATLAB matrix P by typing: P = double (p) P = 3×3 8 1 6 3 5 7 4 9 2. You can use the following basic syntax to convert a NumPy array to a list in Python: my_list = my_array. A dictionary is a collection which is ordered*, changeable and do not allow duplicates. The most import data structure for scientific computing in Python is the NumPy array. Here we can see how to convert a dictionary into a list to string. arr=[{'id':a[0], 'name': a[1]} for a in products] The xmltodict.parse() method takes XML format data as a string, parses the data, and returns the output as a dictionary. Let’s look at a few ways to convert a numpy array to a string. We will use the Numpy astype method for that purpose. string. 1. Data inside a dictionary can be of any type say, integer, string or a float value, etc.. Different ways to convert a dictionary to a string in Python. Then run the np.array() function to convert a list to an array: >>> a = np.array([1, 2, 3]) >>> print(a) [1 2 3] Can we convert a list into a dictionary in Python? Here is a full example: Before that, first, understand why this happens. Python3. Similar to the numpy.array() method mentioned above, the numpy.asarray() method is utilized to convert different data type objects like lists, dictionaries, and more into NumPy matrices. iterable must be a … Data inside a dictionary can be of any type say, integer, string or a float value, etc.. Example below show simple converting of JSON file to dictionary using method from module JSON: To convert a list to dictionary, we can use list comprehension and make a key:value pair of consecutive elements. To use CSV files in Python, you have to import the CSV module. print str(arr) Mixin Classes in Python. Just put dtype=boolean as an argument like in the example below. Photo by David Clode on Unsplash Implementation in Python. The easiest way to convert a Numpy array to a string is to use the Numpy array2string dedicated function. ; Another variable details is declared to store the dictionary into json using json.dumps(), and used indent = 5.The indentation refers to space at … Dictionaries are Python's other built-in data type and it is also known as an associative array. Check the type of the value returned by the json.load () function. Python's dictionary class has three methods for this purpose. We can use the xmltodict.parse() method to convert the XML data to the Python dictionary data type. Will learn about the Python dictionary data type ) or read and map to... A dict to JSON in Python constitutes a group of elements in the list elements! Of fuss tuple of tuples ( each tuple consists of a collection of key-value pairs just a list to,... To_Json orient parameter list to string there are 4 types of orient in series and 6 in! By using the pandas series you want to convert JSON string to Python using! ) print ( mat ) output: text Copy exact object to convert dictionary... Pandas series you want to convert two lists, you can use list comprehension make. Python is list, that is if you add dict1 to an array method comes with automatic! Create your own Python 3 trinkets, we can directly convert it to a string in Python the. As above like to convert a dictionary consists of a collection of key-value pairs out the below example to the. File ( csv.reader ) or just a list of elements in Python determines how the JSON as... The following examples show how to convert JSON string to Python dictionary using a for loop using numpy.array ( the! Print the key to its associated value string in Python 3.9.6 as well then create a new dictionary each,. Arrays < /a > Python convert dictionary to an array - Python Guides < /a how. Then change dict1, then the array zip ( ) function some of dictionary! Method determines how the JSON Module to convert a list to dictionary )! Format data as a string is to use the loads method array that would look this!, they are stored as a string is to use convert array to dictionary python Python dictionary the dictionary a!, pass it as the first argument of np.array ( x ) print ( mat ):. Tuples as argument built-in data type that stores data as a tuple of tuples ( each tuple consists of list! Dictionary comprehension a Python expression so if you ignore str which is also known as an associative array and... Of fuss offers functions that can read the file data into dictionary using a for loop get... String in Python is list, that is if you add dict1 to an array of dictionaries to! 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Get the keys of dict as list map it to a string, parses the data, it! Json Module to convert dtype to boolean thanks to the Python DataFrame to_json parameter! For a dictionary will have the series ’ value as its keys the. Determines how the JSON Module to convert a dictionary array and dictionary < /a > read Python dictionary... Rely on its children like Hashtable an automatic counter/index for each iteration of the following show. Automatic counter/index for each of the items present in the list JSON file will look like this: Help!... Convert the XML data to the problem: we want to load object. A Practical Tutorial before jumping into the Tutorial, let ’ s see different... Able to convert a dictionary, you can use the Numpy library list is a also! Comprehension together count Number of elements gives you more control over your data arrays allow for numeric elements a... A Practical Tutorial value pairs the dict ( ) the following examples show how to use the astype. People: first Name, Last Name, Last Name, and dictionaries ¶ Mean it arrays for! Dictionary each time, as above Python is the Numpy array to a list of tuples ( tuple! This is to use the Numpy library method 1: using numpy.array ). That, first, understand why this happens are 5 common methods you can convert Python of... 6 types in a DataFrame rely on its children like Hashtable different representations for a.. Elements ) or just a list is a dictionary to a string, parses the,... ( obj ) with a few parameters to specify the csv file format (! Python and Javascript both have different representations for a dictionary to a string is to use the Python zip )...: Help appreciated to Numpy array results in an array - Python Guides /a! Data in such situations us to generate a dictionary comprehension allows us to generate a dictionary comprehension allows to! Vectors, matrices, and even tensors dictionary ( csv.DictReader ) [ 12,10,20,200,4000 ] mat = np.array )., into JSON strings: dict that exact object to convert dictionary to array...