Exercises - "Introduction to Python" :snake:

# Exercises - "Introduction to Python" :snake: For the first assignment you should get familiar with the Python-interpreter. In the second assignment you write your first Python program using an editor. More instructions are given in the following how to use both, the Python-interpreter and an editor. Good luck! ## Python - I Load the module for Python 3 with the command `module load python/3.6.0`. Open the Python-interpreter with the command `python3`. You should then see at the beginning of the line: `>>>`. In this exercise we use only the Python-interpreter. You can leave the Python-interpreter when you type `quit()`. 1. **Type in the Python-interpreter the following command:** ``` python3 print("Assignment7") ``` :::spoiler What happens? ``` python3 >>> print("Assignment7") Assignment7 ``` ::: 2. **Enter now `i = 10` in the Python-interpreter and then (in a new line) `print(i)`. After that (in a new line) enter `j = i/2` and (in a new line) `print(j)`.** :::spoiler What values are displayed and why? ``` python3 >>> i = 10 >>> print(i) 10 >>> j = i/2 >>> print(j) 5.0 ``` ::: 3. **Assign to variable `7Assignment` the string `black magic`. Don’t forget to put the string in quotation marks (" ").** :::spoiler What error occurs and why? ``` python3 >>> 7Assignment = "black magic" File "<stdin>", line 1 7Assignment = "black magic" ^ SyntaxError: invalid syntax ``` ::: 4. **Assign to variable A a sequence AGCTA (don’t forget to put the sequence in quotation marks). Use the built-in function `len()` to determine the length of the sequence A and assign the length of A to variable i. Print A and i.** :::spoiler Output ``` python3 >>> A = "AGCTA" >>> i = len(A) >>> print(A, i) AGCTA 5 ``` ::: 5. **Concatenate A and i and print the result.** :::spoiler What happens and why? ``` python3 >>> print(A + i) Traceback (most recent call last): File "<stdin>", line 1, in <module> TypeError: must be str, not int ``` ::: 6. **Enter now `print(A + str(i))`.** :::spoiler What happens now and why? ``` python3 >>> print(A + str(i)) AGCTA5 ``` ::: > **Hint**: What might the built-in function `str()` do? There are also other built-in functions, e.g., to convert a string or number to an integer: `int()`, or to convert a string or number to a floating point: `float()`. 7. **Print the substring of A from position 2 to 4.** The output should be: GCT. :::spoiler Solution ``` python3 >>> print(A[1:4]) GCT ``` ::: 8. **Print the prefix (beginning of a string) of length 2 and the suffix (end of a string) of length 2 of the sequence stored in A**. The output should be AG and TA. :::spoiler Solution ``` python3 >>> print(A[:2]) AG >>> print(A[-2:]) TA ``` ::: 9. **Write a for-loop with the loop variable i, which runs from 0 to len(A) and prints out i**. > Hint: Don’t forget to indent the body of the for-loop. :::spoiler Solution ``` python3 >>> for i in range(len(A)): >>> print(i) 0 1 2 3 4 ``` ::: Execute the same for-loop a second time and print out the character at each position of string A using A[i] as well. :::spoiler Solution ``` python3 >>> for i in range(len(A)): >>> print(i, A[i]) 0 A 1 G 2 C 3 T 4 A ``` ::: 10. **Add now an if-condition inside the for-loop, which checks if `i < len(A)/2`**. Only print i and A[i] if this condition is true. :::spoiler Solution ``` python3 >>> for i in range(len(A)): >>> if (i < len(A)/2): >>> print(i, A[i]) 0 A 1 G 2 C ``` ::: 11. **Write a while-loop, which produces the same output as the for-loop and if-condition together**. :::spoiler Solution ``` python3 >>> i = 0 >>> while (i < len(A)/2): >>> print(i, A[i]) >>> i=i+1 0 A 1 G 2 C ``` ::: 12. **Print the variable A again. What happens?** :::spoiler Solution ``` python3 >>> print(A) AGCTA ``` ::: 13. **Leave the interactive mode of Python with `quit()`**. 14. **Now return to the interactive mode of Python and print the variable A**. What happens now and why? :::spoiler Solution ``` python3 >>> print(A) Traceback (most recent call last): File "<stdin>", line 1, in <module> NameError: name 'A' is not defined ``` ::: ## First small program :computer: Open your favorite editor (nano, idle3, gedit, etc.) and write in the file named `compare.py` your first Python program. > **Hint**: When you type `$ idle3 compare.py &` in the terminal, a new line in the terminal should appear (if not press `<ctrl C>`). Then you can run your program in the same terminal window: `$ python3 compare.py` The advantage is that you can edit your program and switch easily between the editor and terminal window. 15. **Write a short program which compares two variables i and j. It should print the value 1, if i and j are equal, and otherwise the value 0**. 16. **Within the program assign different numbers to i and j, e.g.**: a) i = 3 and j = 4 and b) i = 10 and j = 10 Does your program work? 2a) :::spoiler Solution ``` python3 i = 3 j = 4 if (i == j): print(1) else: print(0) ``` ``` 0 ``` ::: 2b) :::spoiler Solution ``` python3 i = 10 j = 10 if (i == j): print(1) else: print(0) ``` ``` 1 ``` ::: > Congratulations, you have now completed the basic python exercises for this session. If you were too quick or just want to try a bit harder exercises, please continue with the bonus exercises below. ## :red_circle: Bonus Exercises ### 1. Sequences In this exercise we write a short Python program (named `<program_name>.py`, think of a reasonable program name and name your file accordingly. Replace <program_name> with your new program name). Chose two variables, e.g. A and B and assign the sequences `GATTACA` and `TACCATAC` to these variables. Make sure that the two sequences are assigned as strings to their variables A and B. Then print these sequences. Save everything you wrote and close the editor. Then you can run your program: `python3 <program_name>.py` :::spoiler Solution ``` python3 A = "GATTACA" B = "TACCATAC" print("sequence A: ", A) print("sequence B: ", B) ``` ::: Then extend your program: 1.1 **Concatenate both sequences in both ways (AB and BA) and print both options**. :::spoiler Solution ``` python3 A = "GATTACA" B = "TACCATAC" print("sequence A + B: ", A + B) print("sequence B + A: ", B + A) ``` ``` sequence A + B: GATTACATACCATAC sequence B + A: TACCATACGATTACA ``` ::: 1.2 **Print prefixes and suffixes of length 3 of both sequences A and B. Use the built-in function `len()` for determining the suffixes**. :::spoiler Solution ``` python3 print("prefix A: ", A[:3]) print("prefix B: ", B[:3]) suffix_A = len(A) - 3 suffix_B = len(B) - 3 print("suffix A: ", A[suffix_A:]) print("suffix B: ", B[suffix_B:]) # It is also possible to use a negative index # to count from the end: print("suffix A: ", A[-3:]) print("suffix B: ", B[-3:]) ``` ``` prefix A: GAT prefix B: TAC suffix A: ACA suffix B: TAC ``` ::: 1.3 **Print out the second sequence from the last to the first position (last position first, first position last)**. :::spoiler Solution ``` python3 for i in range(len(B)): print(B[len(B) - i - 1]) ``` ``` C A T A C C A T ``` ::: 1.4 **Assign this inverted sequence to a third variable, you could use the variable name C, and print the value of this variable**. :::spoiler Solution ``` python3 C = "" for i in range(len(B)): C = C + B[len(B) - i - 1] print("inverted sequence B: ", C) # One way to reverse a string is to use a negative counter B = "TACCATAC" C = B[::-1] print("inverted sequence B: ", C) ``` ``` inverted sequence B: CATACCAT ``` ::: 1.5 **Print out the middle base of each sequence. When a sequence has an even number of bases, print out the base at the right position of the middle**. Use the built-in function len() for this task. For example: For `A = "GTCA"` the program should print out `C`. **Hint**: There exist built-in functions to convert a number to an integer. :::spoiler Solution ``` python3 print("middle base of A: ", A[int(len(A)/2)]) print("middle base of B: ", B[int(len(B)/2)]) print("middle base of C: ", C[int(len(C)/2)]) ``` ``` middle base of A: T middle base of B: A middle base of C: C ``` ::: 1.6 **Count how often each base occurs in the first sequence (How often does G occur in the first sequence, then A, so on.) and print out this number for each base**. :::spoiler Solution ``` python3 A = "GATTACA" for i in ['A','C','G','T']: n = 0 for j in A: if(i == j): n += 1 print(i, "=", n) ``` ``` A = 3 C = 1 G = 1 T = 2 ``` ::: 1.7 **Count how often TA occurs in the second sequence and print out this number**. :::spoiler Solution ``` python3 B = "TACCATAC" n = 0 for i in range(len(B)): if ((B[i] == "T") and (B[i+1] == "A")): n += 1 print("TA occurs ", n, " times.") ``` ``` TA occurs 2 times. ``` or ``` python3 B = "TACCATAC" print('TA occurs' , B.count('TA') , 'times.') ``` ``` TA occurs 2 times. ``` ::: ### 2. Calculate the product of two numbers Write in an editor the program `product.py` as introduced in the lecture, which calculates the product of two numbers **456** and **15**. Save the program code as `product.py` and run the program as described in the previous assignment. 2.1 **Now calculate the product 234 and 24 additionally to the first product and print out both products (results) in one single line**. :::spoiler Solution ``` python3 x = 456 print("x = ", x) y = 15 print("y = ", y) product1 = x*y x = 234 print("x = ", x) y = 24 print("y = ", y) product2 = x*y print("Products: ", product1, product2) ``` ``` x1 = 456 y1 = 15 x2 = 234 y2 = 24 Products: 6840 5616 ``` ::: 2.2 **Change the program so that all numbers 456, 15, 234, and 24 are saved in one list l. Change the print statement so that each number gets printed and also the product of the first two and the last two numbers**. :::spoiler Solution ```python l = [456, 15, 234, 24] i = 0 while (i < 3): print("Product of : ", l[i], " and ", l[i+1], " is: ", l[i]*l[i+1]) i += 2 ``` ``` Product of : 456 and 15 is: 6840 Product of : 234 and 24 is: 5616 ``` ::: ### 3. More sequences Write in an editor a program, which has three lists `l`, `m`, and `n`. Each list contains several sequences. Save and run the program as described previously. ``` l: AGGTC, GATC, CTGCA, ATTCGT, ATGGT, GATC m: CTGCA, GATC n: CUAGCUA, GTATGG, GUAUC, GTAG ``` **Note**: Remember to store all sequences as strings in each of the lists. Extend your program so that it can perform the following tasks. 3.1 **Print each sequence in list `l`**. :::spoiler Solution ``` python3 l = ["AGGTC", "GATC", "CTGCA", "ATTCGT", "ATGGT", "GATC"] m = ["CTGCA", "GATC"] n = ["CUAGCUA", "GTATGG", "GUAUC", "GTAG"] for seq in l: print(seq) ``` ``` AGGTC GATC CTGCA ATTCGT ATGGT GATC ``` ::: 3.2 **Print the first and last sequence in list `l`**. :::spoiler Solution ``` python3 print(l[0], l[len(l)-1]) # or shorter version using a negative index number print(l[0], l[-1]) ``` ``` AGGTC GATC ``` ::: 3.3 **For each sequence in list l store the second position of each sequence in a new variable and print this new sequence**. :::spoiler Solution ``` python3 seq = "" for i in l: seq = seq + i[1] print(seq) ``` ``` GATTTA ``` ::: 3.4 **Add this new sequence to the list `l`**. :::spoiler Solution ``` python3 l.append(seq) ``` ::: 3.5 **How long is list `l` now? Print out the length of list `l`**. :::spoiler Solution ``` python3 print(len(l)) ``` ``` 7 ``` ::: 3.6 **Delete the second sequence of list `l`. Print list `l` and its length**. :::spoiler Solution ``` python3 l = [l[0]] + l[2:] print(l, len(l)) ``` ``` ['AGGTC', 'CTGCA', 'ATTCGT', 'ATGGT', 'GATC', 'GATTTA'] 6 ``` ::: 3.7 **Divide the new list `l` into two equal parts and store the first half in a new list `l1` and the second half in a new list `l2`. Print both lists**. :::spoiler Solution ``` python3 half = len(l)/2 l1 = l[:half] l2 = l[half:] print("l1: ", l1) print("l2: ", l2) ``` ``` l1: ['AGGTC', 'CTGCA', 'ATTCGT'] l2: ['ATGGT', 'GATC', 'GATTTA'] ``` ::: 3.8 **Concatenate list `l2` and list `l1` (in this order) and store it in a new list `l3`**. :::spoiler Solution ``` python3 l3 = l1 + l2 print(l3) ``` ``` ['AGGTC', 'CTGCA', 'ATTCGT', 'ATGGT', 'GATC', 'GATTTA'] ``` ::: 3.9 **Remove all sequences in list `l`, which are also present in list `m`**. :::spoiler Solution ``` python3 for seq_m in m: for seq_l in l: if (seq_m == seq_n): l.remove(seq_m) # or for seq_m in m: if seq_m in l: l.remove(seq_m) ``` ::: 3.10 **Invert all sequences in new list `l` and store them in a new list `l4`**. :::spoiler Solution ``` python3 l4 = [] for seq in l: l4 = l4 + l[::-1] print(l4) ``` ``` ['GATTTA', 'ATGGT', 'ATTCGT', 'AGGTC', 'GATTTA', 'ATGGT', 'ATTCGT','AGGTC', 'GATTTA', 'ATGGT', 'ATTCGT', 'AGGTC', 'GATTTA', 'ATGGT','ATTCGT', 'AGGTC'] ``` ::: 3.11 **In list n a few RNA sequences (U instead of T) are present**. - Change these sequences back to DNA sequences. - Delete the RNA sequences in list n. - Add the new DNA sequences at the same position of list n. When you print list n it should contain the following sequences in this order: `CTAGCTA, GTATGG, GTATC, and GTAG`. :::spoiler Solution ``` python3 nDNA = [] for seq in n: if (seq.find("U") != 0): new_seq = seq.replace('U', 'T') nDNA.append(new_seq) else: nDNA.append(seq) print(nDNA) ``` ``` ['CTAGCTA', 'GTATGG', 'GTATC', 'GTAG'] ``` ::: ###### tags: `UPPMAX` `Intro course`