IMF | Inferred Model-based Fuzzer
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IMF: Inferred Model-based Fuzzer.
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- Get the option value
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QUESTION
In BASIC
, tags are in increments of 10. For example, mandlebrot.bas
from github/linguist
:
ANSWER
Answered 2022-Mar-05 at 19:03The short answer is that BASIC numbering is in increments of one, but programmers can and do skip some of the increments. BASIC grew out of Fortran, which also used numeric labels, and often used increments of 10. Unlike Fortran, early BASIC required numbering all lines, so that they changed from labels to line numbers.
BASIC is numbered in increments greater than one to allow adding new lines between existing lines.
- Most early home computer BASIC implementations did not have a built-in means of renumbering lines.
- Code execution in BASIC implementations with line numbers happened in order of line number.
This meant that if you wanted to add new lines, you needed to leave numbers free between those lines. Even on computers with a RENUM implementation, renumbering could take time. So if you wanted standard increments you’d still usually only RENUM at the end of a session or when you thought you were mostly finished.
Speculation: Programmers use increments of 10 specifically for BASIC line numbers for at least two reasons. First, tradition. Fortran code from the era appears to use increments of 10 for its labels when it uses any standard increments at all. Second, appearance. On the smaller screens of the era it is easier to see where BASIC lines start if they all end in the same symbol, and zero is a very useful symbol for that purpose. Speaking from personal experience, I followed the spotty tradition of starting different routines on hundreds boundaries and thousands boundaries to take advantage of the multiple zeroes at the beginning of the line. This made it easier to recognize the starts of those routines later when reading through the code.
BASIC grew from Fortran, which also used numbers, but as labels. Fortran lines only required a label if they needed to be referred to, such as with a GO TO, to know where a loop can be exited, or as a FORMAT for a WRITE. Such lines were also often in increments greater than 1—and commonly also 10—so as to allow space to add more in between if necessary. This wasn’t technically necessary. Since they were labels and not line numbers, they didn’t need to be sequential. But most programmers made them sequential for readability.
In his commonly-used Fortran 77 tutorial, Erik Boman writes:
Typically, there will be many loops and other statements in a single program that require a statement label. The programmer is responsible for assigning a unique number to each label in each program (or subprogram). The numerical value of statement labels have no significance, so any integer numbers can be used. Typically, most programmers increment labels by 10 at a time.
BASIC required that all lines have numbers and that the line numbers be sequential; that was part of the purpose of having line numbers: a BASIC program could be entered out of order. This allowed for later edits. Thus, line 15 could be added after lines 10 and 20 had been added. This made leaving potential line numbers between existing line numbers even more useful.
If you look at magazines with BASIC program listings, such as Rainbow Magazine or Creative Computing, you’ll often see numbers sandwiched somewhat randomly between the tens. And depending on style, many people used one less than the line number at the start of a routine or subroutine to comment the routine. Routines and DATA sections might also start on even hundreds or even thousands.
Programmers who used conventions like this might not even want to renumber a program, as it would mess up their conventions. BASIC programs were often a mass of text; any convention that improved readability was savored.
Ten was a generally accepted spacing even before the home computer era. In his basic basic, second edition (1978, and expecting that the user would be using “a remote terminal”), James S. Coan writes (page 2):
It is conventional although not required to use intervals of 10 for the numbers of adjacent lines in a program. This is because any modification in the program must also have line numbers. So you can use the in-between numbers for that purpose. It should be comforting to know at this point that the line numbers do not have to be typed in order. No matter what order they are typed in, the computer will follow the numerical order in executing the program.
There are examples of similar patterns in Coan’s Basic Fortran. For example, page 46 has a simple program to “search for pythagorean triples”; while the first label is 12, the remaining labels are 20, 30, and 40, respectively.
He used similar patterns without increments of 10; for example, on page 132 of Basic Fortran, Coan uses increments of 2 for his labels, and keeps the calculation section of the program in the hundreds with the display section of the program in the two hundreds. The END
statement uses label 9900.
Similarly, in their 1982 Elementary BASIC, Henry Ledgard and Andrew Singer write (page 27):
Depending on the version of Basic you are using, a line number can consist of 1 to 4 or 5 digits. Here, all line numbers will consist of 4 digits, a common practice accepted by almost every version of Basic. The line numbers must be in sequential order. Increasing line numbers are often given in increments of 10, a convention we will also follow. This convention allows you to make small changes to a program without changing all the line numbers.
And Jerald R. Brown’s 1982 Instant BASIC: 2nd Astounding Edition (p. 7):
You don’t have to enter or type in a program in line number order. That is, you don’t have to enter line 10 first, then line 20, and then line 30. If we type in a program out of line number order, the computer doesn’t care. It follows the line numbers not the order they were entered or typed in. This makes it easy to insert more statements in a program already stored in the computer’s memory. You may have noticed how we cleverly number the statements in our programs by 10's. This makes it easy to add more statements between the existing line numbers -- up to nine more statements between lines 10 and 20, for example.
Much of the choice of how to number lines in a BASIC program was based on tradition and a vague sense of what worked. This was especially true in the home computer era where most users didn’t take classes on how to use BASIC but rather learned by reading other people’s programs, typing them in from the many books and magazines that provided program listings. The tradition of incrementing by 10 and inserting new features between those increments was an obvious one.
You can see it scanning through old books of code, such as 101 BASIC Computer Games. The very first program, “Amazin” increments its line numbers by 10. But at some point, a user/coder decided they needed an extra space after the code prints out how many dollars the player has; so that extra naked PRINT
is on line 195. And the display of the instructions for the game are all kept between lines 100 and 109, another common pattern.
The program listing on page 30 for Basket displays the common habit of starting separate routines at even hundreds and thousands. Line numbers within those routines continue to increment by 10. The pattern is fairly obvious even though new features (and possibly other patterns) have added several lines outside the pattern.
As BASIC implementations began to get RENUM commands, more BASIC code listings appeared with increments of one. This is partly because using an increment of one used less memory. While the line number itself used a fixed amount of RAM (with the result that the maximum line number was often somewhere around FFFF, or 65525), references to line numbers did not tend to use a fixed length. Thus, smaller line numbers used less RAM overall.
Depending on how large the program was, and how much branching it used, this could be significant compared to the amount of RAM the machine itself had.
For example, I recently typed in the SKETCH.BAS program from the October 1984 Rainbow Magazine, page 97. This is a magazine, and a program, for the TRS-80 Color Computer. This program uses increments of 1 for its line numbering. On CLOADing the program in, free memory stands at 17049. After using RENUM 10,1,10
to renumber it in increments of 10, free memory stands at 16,953.
A savings of 96 bytes may not sound like much, but this is a very small program; and it’s still half a percent of available RAM. The difference could be the difference between a program fitting into available RAM or not fitting. This computer only has 22823 bytes of RAM free even with no program in memory at all.
QUESTION
Hi help me with the code below I am working on a project but I am stuck: I am using the EMD
method to decompose signals in imfs
but the problem is I don't know how to apply the MSE and RMSE frequency indicators in these IMFs.
ANSWER
Answered 2022-Jan-29 at 13:18it's easy to do like this:
QUESTION
I'm currently trying to reconstruct a signal from Empirical Mode Decomposition IMFs in Python using the EMD toolbox.
I decomposed a signal from a force sensor (length 6 seconds, sampling rate 80 Hz) into IMFs and now I'd like put the signal back together again. I thought maybe I could just sum up the IMFs, but this "new" signal doesn't resemble the old one.
I'm not entirely sure if I'm making a mistake (e.g. should I weigh the IMFs when putting the signal back together like I would in an ICA?) or if the new signal will always look a little different from the old one.
Does anyone know what's going on and what I have to do?
Thanks in advance!
...ANSWER
Answered 2022-Feb-02 at 11:51Solved this! I thought the first data array from the EMD output was the original signal and the other ones were the IMFs, but the first one is also an IMF. So I excluded the first IMF by accident. If you add up all IMFs you get the original signal back.
QUESTION
ANSWER
Answered 2022-Jan-26 at 17:59You could use facet_grid
:
QUESTION
I got the following data on Ecuador's GDP growth and forecast by the IMF.
I want to make a graph, that from 2015 to 2021 is a line (geom_line
), but from 2022 to 2026 is a dotted line, I want this to show that from 2022 is the forecast.
This is my code, but I don't know how to state the condition.
...ANSWER
Answered 2021-Oct-20 at 20:47Give this a go - I subset your data into two groups for the two line types, and did a bit of reorganization and simplification of the rest:
QUESTION
I am using this data set to construct the following chart . In this chart I assigned manually the limits to the Y axis of the chart:
...ANSWER
Answered 2021-Aug-25 at 23:33Strategy: (1) run boxplot()
(from base R) with an appropriate formula, save the result. (2) Extract the first and last (fifth) rows of the $stats
element of the result, which are the bottom/top of the whiskers; find the min and max (see the details of the return value in ?boxplot
). (3) put these values into your coord_cartesian()
call.
QUESTION
I am using this data set (csv file). It is stored in R as a data frame imf.inflation
. Now, my grouping command is:
ANSWER
Answered 2021-Aug-24 at 19:15Create a logical column and get the sum
of it
QUESTION
I'm working on a screen recorder project where I capture frame with PIL. The program works fine if I set the coordinates of bbox to 0 and 0, but if I change them, the VideoWriter function writes nothing. Here's my code:
...ANSWER
Answered 2021-May-17 at 08:52The dimensions of the bounding box must match the video frame size.
The video frame size set by cv2.VideoWriter
is (500,500)
.
The bounding box size must be 500x500.
bbox
tuple format is (left_x, top_y, right_x, bottom_y)
- the last two arguments are right_x and bottom_y and not width and height (it's actually right_x+1 and bottom_y+1).
See: ImageGrab.grab(bbox) and Image.getpixel() Used together.
The correct code is:
QUESTION
I am trying to improve this image with the help of morphological operations. The result I get is good but it takes almost 40 seconds to get the resulting image and I was wondering if there is any other method to get a similar or even better result without taking too long.
Below I attach the images and the code that i used to enhance the original image. Thanks
...ANSWER
Answered 2021-May-10 at 14:28Almost all of your time is being taken up by the closing function. This is mostly because that function's runtime scales terribly with kernel size and disk(40) is probably an 80x80 kernel under the hood. We can approximate the same thing by downscaling the image and running an equivalent-sized kernel on the smaller image.
QUESTION
I am currently trying to download a particular series from the Direction Of Trade Statistics at the IMF for a calculation of trade volumes between countries. There is a r-package imfr
that does a fantastic job at doing this. However, when going for a particular set, I run into problems.
This code, works just fine and gets me the full data-series I am interested in for the fiven countries:
...ANSWER
Answered 2021-Mar-30 at 14:44This kind of answers the question:
cjyetman over at github gave me the following hint:
You can use the print_url = TRUE argument to see the actual API call.
With...
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Install IMF
You can use IMF like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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