Split CSV File, Name Based on Contents, Save As HTML - excel

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I think this is a simple task, but I'm a biologist who only knows a teeny bit of code and after several days of trying to figure this out, I'm out of ideas.
Using terminal on a Mac. I have a CSV file that I want to split into separate files by row (162 rows) and I want to name the file by the content of the first and second column (genus_species). Then I need all 162 genus_species to be saved as HTML files.
I have only attempted the "splitting" part with Ruby (recommendation from StackExchange/overflow). Below are some of my attempts. They are frankensteins of helpful-ish forums, and after each I made a little comment on why it did not work.
Example HTML
<!DOCTYPE html>
<html><head>
<meta charset="UTF-8">
<script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script></head>
<body>
<h1><em><!-- Species name --></em> - <!-- Common name --></h1>
<h2>Status</h2>
<p></p>
<h2>Info</h2>
<p></p>
<h2>Time of year this bee is seen</h2>
<p></p>
<h2>Identification</h2>
<p></p>
<h3>Similar Species</h3>
<p></p>
<h2>Flowers</h2>
<p></p>
<h2>Sociality</h2>
<p></p>
<h2>Nest</h2>
<p></p>
<div id="refs" class="references">
--<br>More information:<br> <!-- Bug Guide --></div>
</body></html>
More Info Based on Comments
Here are some lines copied from the text file:
Genus,species,Common name,Status,Info,Time of year this bee is seen,Identification,Similar Species,Flowers,Sociality,Nest,Bug Guide,Discover Life,Other,
Agapostemon,melliventris,Honey-tailed Striped-Sweat bee,Secure G5,Excavates into deep burrows in ground nests,March-December,Agapostemon males have black and yellow stripes on the abdomen. Females have a yellow band on the lower margin of the clypeus.,All other Agapostemon species,Wide variety of plants,Solitary,"Deep, underground excavation",https://bugguide.net/node/view/70932,https://www.discoverlife.org/20/q?search=Agapostemon+melliventris,https://explorer.natureserve.org/Taxon/ELEMENT_GLOBAL.2.928401/Agapostemon_melliventris,
Agapostemon,sericeus,Silky Striped Sweat Bee,Secure G5,"Not choosy about lawn, as long as flowers are present",April-October,Agapostemon males have black and yellow stripes on the abdomen. A. sericeus males have a tooth on its hind femur. Female has metallic green abdomen.,All other Agapostemon species,Wide variety of plants,Solitary,Ground-nester in loamy soils,https://bugguide.net/node/view/83023,https://www.discoverlife.org/mp/20q?search=Agapostemon+sericeus,https://www.sharpeatmanguides.com/sweat-bees,
Agapostemon,splendens,Brown-winged Striped-Sweat Bee,Secure G5,This is the most common Agapostemon found in the southeast region,April-October,Agapostemon males have black and yellow stripes on the abdomen. A. splendens have brown wings. The female abdomen is often somewhat bluish.,All other Agapostemon species,"Jacquemontia reclinata, wide variety of plants",Solitary,Ground-nester in sandy soils,https://bugguide.net/node/view/74478,https://www.discoverlife.org/mp/20q?search=Agapostemon+splendens,,
Updated code I've tried based on comments.
This worked and I think it's heading in the direction I want, but it's hard to tell in the terminal window:
f = File.new("bee_key_fact_sheet .csv")
f.each_line { |line| puts line }
Currently playing with some kind of File.write line to add here and then close?
Attempt #1
file = File.open("bee_key_fact_sheet.csv")
awk
'(NR==1){header=$0;next}
(NR%l==2) {
close(file);
file=sprintf("%s.%0.5d.csv",FILENAME,++c)
sub(/csv[.]/,"",file)
print header > file
}
{f.write}'
File.close
#AWK not recognized, asks to "display all possibilities (y/n)" I tried returning "y" and "yes" and both times it says my answer is not recognized
Attempt #2
file_data = File.read("bee_key_fact_sheet.csv").split
#This works but splits by each comma
Attempt #3
file_data = File.foreach("bee_key_fact_sheet.csv") { |line| puts line}.split
#This returned something slightly less messy than splitting by each comma but got this error message "undefined method `split' for nil:NilClass"
Attempt #4
bee_key_fact_sheet.csv.foreach('so1.csv', :headers => true, :col_sep => ",", :skip_blanks => true) do |row|
id, name = row[0], row[1]
unless (id =~ /#/)
names = name.split
end
#This returned nothing

Your example of CSV input (bee_key_fact_sheet.csv):
Genus,species,Common name,Status,Info,Time of year this bee is seen,Identification,Similar Species,Flowers,Sociality,Nest,Bug Guide,Discover Life,Other,
Agapostemon,melliventris,Honey-tailed Striped-Sweat bee,Secure G5,Excavates into deep burrows in ground nests,March-December,Agapostemon males have black and yellow stripes on the abdomen. Females have a yellow band on the lower margin of the clypeus.,All other Agapostemon species,Wide variety of plants,Solitary,"Deep, underground excavation",https://bugguide.net/node/view/70932,https://www.discoverlife.org/20/q?search=Agapostemon+melliventris,https://explorer.natureserve.org/Taxon/ELEMENT_GLOBAL.2.928401/Agapostemon_melliventris,
Agapostemon,sericeus,Silky Striped Sweat Bee,Secure G5,"Not choosy about lawn, as long as flowers are present",April-October,Agapostemon males have black and yellow stripes on the abdomen. A. sericeus males have a tooth on its hind femur. Female has metallic green abdomen.,All other Agapostemon species,Wide variety of plants,Solitary,Ground-nester in loamy soils,https://bugguide.net/node/view/83023,https://www.discoverlife.org/mp/20q?search=Agapostemon+sericeus,https://www.sharpeatmanguides.com/sweat-bees,
Agapostemon,splendens,Brown-winged Striped-Sweat Bee,Secure G5,This is the most common Agapostemon found in the southeast region,April-October,Agapostemon males have black and yellow stripes on the abdomen. A. splendens have brown wings. The female abdomen is often somewhat bluish.,All other Agapostemon species,"Jacquemontia reclinata, wide variety of plants",Solitary,Ground-nester in sandy soils,https://bugguide.net/node/view/74478,https://www.discoverlife.org/mp/20q?search=Agapostemon+splendens,,
In this CSV, all the lines (including the header) end with a comma, so the last column probably doesn't mean anything and is to be discarded.
Also, you have commas inside the data (fields with double-quotes), so you'll need a real CSV parser to read the content of the file. BTW, you're right in choosing Ruby for this task because it includes a CSV parser in its core library.
Here's one way of reading your CSV (Edit: fixed CSV#Row conversion for older Rubys):
require 'csv'
filepath = 'bee_key_fact_sheet.csv'
CSV.foreach(filepath, headers: true) do |row|
genus, species = row[0], row[1]
#data = row[0...-1] # NOTE: not sure about the Ruby version compatibility
data = row.to_hash.values[0...-1]
filename = "#{genus}_#{species}.txt".tr("\0/",'')
filecontent = " * #{data.join("\n * ")}"
puts "\n#{filename}:\n#{filecontent}"
end
About tr("\0/",''): The characters that are allowed in a filename depend on the filesystem. All the filesystems (that I know of) ban at least the NULL-byte and the slash characters, so I strip them (but you may want to strip a few more).
Question: What exactly is the expected HTML output? A table row?
Update: HTML generation
When generating content programmatically, it's fundamental to escape your data for the right format/language/context. In Ruby you can escape HTML with CGI.escapeHTML
Your example of HTML output:
<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script>
</head>
<body>
<h1><em><!-- Species name --></em> - <!-- Common name --></h1>
<h2>Status</h2>
<p></p>
<h2>Info</h2>
<p></p>
<h2>Time of year this bee is seen</h2>
<p></p>
<h2>Identification</h2>
<p></p>
<h3>Similar Species</h3>
<p></p>
<h2>Flowers</h2>
<p></p>
<h2>Sociality</h2>
<p></p>
<h2>Nest</h2>
<p></p>
<div id="refs" class="references">
--
<br>More information:
<br> <!-- Bug Guide -->
</div>
</body>
</html>
I'll make a few changes to the HTML:
Add a title to the page.
Remove MathJax which seams unnecessary.
Convert the <h3> tag to <h2> because you use it only for "Similar Species". Changing it also permits the use of a loop while generating the HTML.
You have 2 links in the CSV that you don't use in the HTML: "Discover Life" and "Other", don't you want to display them ? I added the code for that ;-)
OK, first, you create a function that, given a CSV row, generates the corresponding HTML. Here I use ERB templating but you can do it directly with string literals (Edit: fixed ERB#result arguments for Ruby < 2.4.0):
require 'cgi'
require 'erb'
def renderHTML row
htmlsafe = row.each_with_object({}) { |(k,v),h| h[k] = CGI.escapeHTML v if v }
template = <<-'EOF'
<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<title><%= "#{htmlsafe['Genus']} #{htmlsafe['species']}" %></title>
</head>
<body>
<h1><em><%= "#{htmlsafe['Genus']} #{htmlsafe['species']}" %></em> - <%= htmlsafe['Common name'] %></h1>
<% for key in ['Status','Info','Time of year this bee is seen','Identification','Similar Species','Flowers','Sociality','Nest'] %>
<h2><%= key %></h2>
<p><%= htmlsafe[key] %></p>
<% end %>
<div id="refs" class="references">
--
<br>More information:
<% for key in ['Bug Guide', 'Discover Life', 'Other'].select{ |k| htmlsafe[k] } %>
<br><%= key %>
<% end %>
</div>
</body>
</html>
EOF
#ERB.new(template, trim_mode: "<>").result(binding) # NOTE: only for Ruby >= 2.4.0
ERB.new(template, nil, "<>").result(binding)
end
Then you can call the previous function while reading each row of your CSV file:
require 'csv'
filepath = 'bee_key_fact_sheet.csv'
CSV.foreach(filepath, headers: true) do |row|
filename = "#{row['Genus']}_#{row['species']}.html".tr("\0/",'')
html = renderHTML row
puts "\n# #{filename}\n#{html}"
#File.write(filename, html)
end
Note: I commented out the File.write line that will create the HTML files.

Can you try this? It should be reading lines of file
f = File.new("name_of_file")
f.each_line { |line| puts line }
You can later save them as new file, more on that here:
How to create a file in Ruby

Related

Selenium handles '#' character very strangely

I'm trying to use Selenium in python with standard and with undetected_chrome drivers in normal and headless browser modes.
I've noticed some strange behaviors:
normal chrome driver works fine with special inputs while sending keys into HTML input field with send_keys() function
undetected_chrome driver does not handle the special inputs very well with send_keys() function
in normal browser mode if I send an email address into a HTML input field, like 'abc#xyz.com' the current content from the clipboard is pasted in place of '#' character
e.g.: if I have copied the string '123' for the last time, the entered email address will not be 'abc#xyz.com' but 'abc123xyz.com' which is obviously incorrect
that's why I'm using a workaround, that I import pyperclip and put '#' character to the clipboard before the send_keys() function runs, to replace the '#' character with '#' character correctly
in headless browser mode if I enter an email address into a HTML input field, like 'abc#xyz.com' my workaround doesn't matter any more, the '#' character will be stripped from the email, and the 'abcxyz.com' string will be put into the field
I think sending a '#' character shouldn't be that hard by default. Am I doing something wrong here?
Questions:
Can anyone explain these strange behaviors?
How could I send an email address correctly with headless browser mode? (I need to use undetected_chrome driver because of bots)
from selenium import webdriver
self.chrome_options = webdriver.ChromeOptions()
if self.headless:
self.chrome_options.add_argument('--headless')
self.chrome_options.add_argument('--disable-gpu')
prefs = {'download.default_directory' : os.path.realpath(self.download_dir_path)}
self.chrome_options.add_experimental_option('prefs', prefs)
self.driver = webdriver.Chrome(options=self.chrome_options)
import undetected_chromedriver as uc
# workaround for problem with pasting text from the clipboard into '#' symbol when using send_keys()
import pyperclip
pyperclip.copy('#') # <---- THIS IS THE WORKAROUND FOR THE PASTING PROBLEM
self.chrome_options = uc.ChromeOptions()
if self.headless:
self.chrome_options.add_argument('--headless')
self.chrome_options.add_argument('--disable-gpu')
self.driver = uc.Chrome(options=self.chrome_options)
params = {
"behavior": "allow",
"downloadPath": os.path.realpath(self.download_dir_path)
}
self.driver.execute_cdp_cmd("Page.setDownloadBehavior", params)
The versions I'm using requirements.txt:
selenium==4.3.0
undetected-chromedriver==3.1.5.post4
Instead of using custom configuration options, try a more basic variant first and see if works correctly. And then figure out which option combination is causing the issue.
An example (which does work correctly by the way)
import undetected_chromedriver as uc
from selenium.webdriver.common.by import By
driver = uc.Chrome()
driver.execute_script("""
document.documentElement.innerHTML = `
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Document</title>
<style>
html, body, main {
height: 100%;
}
main {
display: flex;
justify-content: center;
}
</style>
</head>
<body>
<main>
<form>
<input type="text" name="text" />
<input type="email" name="email"/>
<input type="tel" name="tel"/>
</form>
</main>
</body>
</html>`
""")
driver.find_element(By.NAME, "text").send_keys("info#example.com")
driver.find_element(By.NAME, "email").send_keys("info#example.com")
driver.find_element(By.NAME, "tel").send_keys("info#example.com")
This complaint (entering "#" pastes clipboard contents) has come up here from time to time but I've never seen a definitive solution. I'd suspect a particular language version of Windows &/or keyboard driver.
The windows language is the problem, more precisley the keyboard layout as it changes depending on language. Switch it to "ENG" and it should work fine. Keyboard layouts where letter Z is between "T" and "U" are not working with undetected driver. Keyboard layout that has Z next to "X" works fine.

lxml.html XPATH expression for element when the test has to be applied to the text_content not the text

I have the following html
<html>
<body>
<p style="text-align:center;margin-bottom:0pt;margin-top:0pt;text-indent:0%;font-weight:bold;font-family:Times New Roman;font-size:10pt;font-style:normal;text-transform:none;font-variant: normal;">
<a name="_marker_1"></a>
<a name="bananabread"></a>
<font style="font-weight:bold;font-family:Times New Roman;font-size:10pt;font-style:normal;text-transform:none;font-variant: normal;">
<a name="bananabread"></a>Ban</font> <font style="font-weight:bold;font-family:Times New Roman;font-size:10pt;font-style:normal;text-transform:none;font-variant: normal;">ana Bread</font>
</p>
<p style="text-align:center;margin-top:10pt;margin-bottom:0pt;text-indent:0%;font-weight:bold;font-family:Times New Roman;font-size:10pt;font-style:normal;text-transform:none;font-variant: normal;">The Best You Ever Tasted</p>
<p style="margin-top:24pt;margin-bottom:0pt;text-indent:7.69%;font-style:italic;font-family:Times New Roman;font-size:10pt;font-weight:normal;text-transform:none;font-variant: normal;">If you don't agree that this is the best banana bread you have ever eaten well I would suggest you see your doctor</p>
<p style="margin-top:10pt;margin-bottom:0pt;text-indent:7.69%;font-family:Times New Roman;font-size:10pt;font-weight:normal;font-style:normal;text-transform:none;font-variant: normal;">Lots of text here describing what I am trying to capture</p>
<p style="text-align:center;margin-bottom:0pt;margin-top:0pt;text-indent:0%;font-weight:bold;font-family:Times New Roman;font-size:10pt;font-style:normal;text-transform:none;font-variant: normal;">
<a name="_marker_2"></a>
<a name="bananapudding"></a>
<font style="font-weight:bold;font-family:Times New Roman;font-size:10pt;font-style:normal;text-transform:none;font-variant: normal;">
<a name="bananapudding"></a>Banana</font>
<font style="font-weight:bold;font-family:Times New Roman;font-size:10pt;font-style:normal;text-transform:none;font-variant: normal;">Pudding</font>
</p>
<p style="text-align:center;margin-top:10pt;margin-bottom:0pt;text-indent:0%;font-weight:bold;font-family:Times New Roman;font-size:10pt;font-style:normal;text-transform:none;font-variant: normal;">Creamy and Satisfying</p>
<p style="margin-top:24pt;margin-bottom:0pt;text-indent:7.69%;font-style:italic;font-family:Times New Roman;font-size:10pt;font-weight:normal;text-transform:none;font-variant: normal;">This is the same recipe your mother used when you were ten!</p>
<p style="margin-top:10pt;margin-bottom:0pt;text-indent:7.69%;font-family:Times New Roman;font-size:10pt;font-weight:normal;font-style:normal;text-transform:none;font-variant: normal;">Lots of text here describing what I am trying to capture</p>
</body>
</html>
I am trying to write an xpath expression to identify Banana Bread - my initial efforts were successful -
b_tree.xpath('.//*[starts-with(text(),"Banana Bread")]')
but I notice the error cases and upon investigation they are like the html above - another element is added inside the content I am searching for. Sometimes it is like above, a possibly unneeded font element, sometimes it is an anchor.
I worked with this answer (Related) but have not been successful
I can check for elements that have text_content() - clean up the text_content and then string match to my ultimate goal but I am hoping to learn to better apply xpath to these types of problems.
To be absolutely clear I need the text_content of the p element. But sometimes I just need the text of a font element. My existing XPATH expression works fine on the cases where there is not an intervening element. I do not know when I open the page the structure that was imposed on the document.
When the text() expression is applied to an element whose text content is interrupted by other elements, it returns a nodeset consisting of multiple text nodes, of which starts-with considers only the first. If you replace text() by ., you get the text value of the element, which is the concatenation of all text nodes, and that's what you want.
But there is still a problem with the spaces in an element like (attributes omitted, spaces are dots):
<p>
..<a></a>
..<a></a>
..<font>
....<a></a>Banana</font>
..<font>Pudding</font>
</p>
The text value of this element is _.._.._.._....Banana_..Pudding_ (underscores represent line feeds), therefore you must apply normalize-space, which normalizes this to Banana.Pudding, so that
.//*[starts-with(normalize-space(.),"Banana Pudding")]
finds this occurrence.
However, Banana Bread cannot be found, because it does not exist on the page. The element
<font>
..<a></a>Ban</font>.....<font>ana.Bread</font>
has a normalized text value of Ban.ana.Bread and you don't expect the space inside the word Banana. normalize-space removes spaces and line feeds that are invisible on the rendered page, but the two spaces in Ban.ana.Bread are both visible.
If there was no space between the two <font> elements,
.//*[starts-with(normalize-space(.),"Banana Bread")]
would detect 3 elements: the <html>, the <body> and the <p>, because "Banana Bread" are the first words in each of them. So you might better use
.//p[starts-with(normalize-space(.),"Banana Bread")]
instead.

How do I retrieve text from a text node in Selenium

So, essentially I want to get the text from the site and print it onto console.
This is the HTML snippet:
<div class="inc-vat">
<p class="price">
<span class="smaller currency-symbol">£</span>
1,500.00
<span class="vat-text"> inc. vat</span>
</p>
</div>
Here is an image of the DOM properties:
How would I go abouts retrieving the '1,500.00'? I have tried to use self.browser.find_element_by_xpath('//*[#id="main-content"]/div/div[3]/div[1]/div[1]/text()') but that throws an error which says The result of the xpath expression is: [object Text]. It should be an element. I have also used other methods like .text but they either only print the '£' symbol, print a blank or throw the same error.
You can use below css :
p.price
sample code :-
elem = driver.find_element_by_css_selector("p.price").text.split(' ')[1]
print(elem)

python3 soup,replace html element content and save to file

how to replace text content of html tag in file and save them to another(some), file ?
Ex. there is a file index.html
<!DOCTYPE html>
<html>
<head>
</head>
<body>
<p itemprop="someprop">SOME BIG TEXT</p>
</body>
</html>
I need to replace the text "SOME BIG TEXT" in the "p" tag to "ANOTHER BIG TEXT"
from bs4 import BeautifulSoup
with open("index.html","r") as file:
fcontent=file.read()
sp=BeautifulSoup(fcontent,'lxml')
t='new_text_for_replacement'
print(sp.replace(sp.find(itemprop="someprop").text,t))
What am I doing wrong ?
Thank you
Use open() on the output file to write to it.
with open('index.html', 'r') as file:
fcontent = file.read()
sp = BeautifulSoup(fcontent, 'html.parser')
t = 'new_text_for_replacement'
# replace the paragraph using `replace_with` method
sp.find(itemprop='someprop').replace_with(t)
# open another file for writing
with open('output.html', 'w') as fp:
# write the current soup content
fp.write(sp.prettify())
If you want to replace just the inner content of the paragraph instead of the paragraph element itself, you can set the .string property.
sp.find(itemprop='someprop').string = t
The problem relies upon on the way you are searching for the criteria try changing the following code:
print(sp.replace(sp.find(itemprop="someprop").text,t))
to this:
print(sp.replace(sp.find({"itemprop":"someprop"}).text,t))
hopefully, this helps
(PS: based of your questionI'm assuming that you only have one thing to replace)

Including "Yield" in Application Helper in Ruby on Rails

In Michael Hartl's Rails tutorial he suggests you create a "Full Title" helper as below:
module ApplicationHelper
# Returns the full title on a per-page basis.
def full_title(page_title = '')
base_title = "Ruby on Rails Tutorial Sample App"
if page_title.empty?
base_title
else
page_title + " | " + base_title
end
end
end
The following is then added to the application.html.erb file:
<title><%= full_title(yield(:page_title)) %></title>
The above is not human readable and is difficult to parse. This would be much easier to understand and would encapsulate the full logic for generating titles within the helper. Why not move the yield into the helper and use something like this:
<title><%= full_title(:page_title) %></title>
Is there a Ruby/Rails convention against placing "yield" within a helper?
there is no convention yet for this, but you can still improve this a little
#application.html.erb
<head>
<title>Ruby on Rails Tutorial Sample App<%= yield :title %></title>
</head>
#application_helper.rb
def title(title)
content_for(:title) { " | #{title}" }
end
#Any page
<% title "My title" %>
#or a translation
<% title t("titles.my_title") %>

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