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How to get big amount of data as fast as possible

I am trying to return an array of constructed objects that are build on top of objects that I retrieve from some url plus another fields that I get from another url.
I have an array that consists of two arrays that each has about 8000 objects...
I have tried to make each object construction as a thread however it still takes a lot of time...
Any solution? Here is my code:
def get_all_players_full_data(ea_players_json):
all = []
ea_players_json = list(ea_players_json.values())
for i in range(len(ea_players_json)):
for player_obj in ea_players_json[i]:
all.append(player_obj)
for player_obj in range(len(all)):
all_data = []
with concurrent.futures.ThreadPoolExecutor(len(all)) as executor:
for player_data in all:
future = executor.submit(build_full_player_data_obj, player_data)
print(future.result())
all_data.append(future.result())
def build_full_player_data_obj(ea_player_data):
if ea_player_data.get("c") is not None:
player_full_name = ea_player_data.get("c")
else:
player_full_name = ea_player_data.get("f") + " " + ea_player_data.get("l")
player_id = ea_player_data.get("id")
# go to futhead to find all cards of that player
futhead_url_player_data = f'{FUTHEAD_PLAYER}{player_full_name}'
details_of_specific_player = json.loads(requests.get(futhead_url_player_data).content)
cards_from_the_same_id = []
for player_in_json_futhead in details_of_specific_player:
if player_in_json_futhead["player_id"] == player_id:
rating = player_in_json_futhead["rating"]
specific_card_id = player_in_json_futhead["def_id"]
revision = player_in_json_futhead["revision_type"]
name = player_in_json_futhead["full_name"]
nation = player_in_json_futhead["nation_name"]
position = player_in_json_futhead["position"]
club = player_in_json_futhead["club_name"]
cards_from_the_same_id.append(Player(specific_card_id, name, rating, revision, nation,
position, club))
return cards_from_the_same_id

Searching through html in scrapy?

Is it possible to use a for loop to search through the text of tags that correspond to a certain phrase. I've been trying to create this loop but isn't hasn't been working. Any help is appreciated thanks! Here is my code:
def parse_page(self, response):
titles2 = response.xpath('//div[#id = "mainColumn"]/h1/text()').extract_first()
year = response.xpath('//div[#id = "mainColumn"]/h1/span/text()').extract()[0].strip()
aud = response.xpath('//div[#id="scorePanel"]/div[2]')
a_score = aud.xpath('./div[1]/a/div/div[2]/div[1]/span/text()').extract()
a_count = aud.xpath('./div[2]/div[2]/text()').extract()
c_score = response.xpath('//a[#id = "tomato_meter_link"]/span/span[1]/text()').extract()[0].strip()
c_count = response.xpath('//div[#id = "scoreStats"]/div[3]/span[2]/text()').extract()[0].strip()
info = response.xpath('//div[#class="panel-body content_body"]/ul')
mp_rating = info.xpath('./li[1]/div[2]/text()').extract()[0].strip()
genre = info.xpath('./li[2]/div[2]/a/text()').extract_first()
date = info.xpath('./li[5]/div[2]/time/text()').extract_first()
box = response.xpath('//section[#class = "panel panel-rt panel-box "]/div')
actor1 = box.xpath('./div/div[1]/div/a/span/text()').extract()
actor2 = box.xpath('./div/div[2]/div/a/span/text()').extract()
actor3 = box.xpath('./div/div[3]/div/a/span/text()').extract_first()
for x in info.xpath('//li'):
if info.xpath("./li[x]/div[1][contains(text(), 'Box Office: ')/text()]]
box_office = info.xpath('./li[x]/div[2]/text()')
else if info.xpath('./li[x]/div[1]/text()').extract[0] == "Runtime: "):
runtime = info.xpath('./li[x]/div[2]/time/text()')

Your for loop is completely wrong:
1. You're using info. but searching from the root
for x in info.xpath('.//li'):
2. x is a HTML node element and you can use it this way:
if x.xpath("./div[1][contains(., 'Box Office: ')]"):
box_office = x.xpath('./div[2]/text()').extract_first()

I think you might need re() or re_first() to match the certain phrase.
For example:
elif info.xpath('./li[x]/div[1]/text()').re_first('Runtime:') == "Runtime: "):
runtime = info.xpath('./li[x]/div[2]/time/text()')
And you need to modify your for loop, cuz the variable x in it is actually a Selector but not a number, so it's not right to use it like this: li[x].
gangabass in the last answer made a good point on this.

Append does not work in For Loop

first_sale_all_menu = []
for one_product_category in Product_Category.objects.all().filter(slug__in=('3-pack-items-c', '3-pack-items-b', '3-pack-items', '3-pack-items-d')):
link_to_mamapedia_cat = link_to_home_page + one_product_category.get_absolute_url()
mamapedia_category_name = one_product_category.name
if (one_product_category.image_for_top_menu != None):
header_image = link_to_home_page + one_product_category.main_picture.url # TODO use thumbnail
else:
header_image = ''
first_sale_all_menu.append({
'menu_children_url' : link_to_mamapedia_cat,
'menu_children_title' : mamapedia_category_name,
'menu_product_image_src' : header_image
})
Somehow that append() method does not work, it is still empty list for first_sale_all_menu.
Just to make sure, even this does not work:
first_sale_all_menu = []
for one_product_category in Product_Category.objects.all().filter(slug__in=('3-pack-items-c', '3-pack-items-b', '3-pack-items', '3-pack-items-d')):
link_to_mamapedia_cat = link_to_home_page + one_product_category.get_absolute_url()
mamapedia_category_name = one_product_category.name
if (one_product_category.image_for_top_menu != None):
header_image = link_to_home_page + one_product_category.main_picture.url # TODO use thumbnail
else:
header_image = ''
first_sale_all_menu.append({
'menu_children_url': 'link_to_mamapedia_cat',
'menu_children_title': 'mamapedia_category_name',
'menu_product_image_src': 'header_image'
})
But this works:
first_sale_all_menu = []
first_sale_all_menu.append({
'menu_children_url': 'link_to_mamapedia_cat',
'menu_children_title': 'mamapedia_category_name',
'menu_product_image_src': 'header_image'
})
I don't know why, but append() does not work inside my for loop. And yes, link_to_mamapedia_cat, mamapedia_category_name, header_image all have String values.
Ok i got the problem, turns out the query never got executed, wrong Model. Haha.

The point is, very simple, your loop hasn't been executed. You can add an output to check.
first_sale_all_menu = []
for one_product_category in Product_Category.objects.all().filter(slug__in=('3-pack-items-c', '3-pack-items-b', '3-pack-items', '3-pack-items-d')):
print(1)
link_to_mamapedia_cat = link_to_home_page + one_product_category.get_absolute_url()
mamapedia_category_name = one_product_category.name
if (one_product_category.image_for_top_menu != None):
header_image = link_to_home_page + one_product_category.main_picture.url # TODO use thumbnail
else:
header_image = ''
first_sale_all_menu.append({
'menu_children_url' : link_to_mamapedia_cat,
'menu_children_title' : mamapedia_category_name,
'menu_product_image_src' : header_image
})

List comes back as empty when retrieveing data from website ; Python

I am trying to parse data from a website by inserting the data into a list, but the list comes back empty.
url =("http://www.releasechimps.org/resources/publication/whos-there-md- anderson")
http = urllib3.PoolManager()
r = http.request('Get',url)
soup = BeautifulSoup(r.data,"html.parser")
#print(r.data)
loop = re.findall(r'<td>(.*?)</td>',str(r.data))
#print(str(loop))
newLoop = str(loop)
#print(newLoop)
for x in range(1229):
if "\\n\\t\\t\\t\\t" in loop[x]:
loop[x] = loop[x].replace("\\n\\t\\t\\t\\t","")
list0_v2.append(str(loop[x]))
print(loop[x])
print(str(list0_v2))

Edit: Didn't really have anything else going on, so I made your data format into a nice list of dictionaries. There's a weird <td height="26"> on monkey 111, so I had to change the regex slightly.
Hope this helps you, I did it cause I care about the monkeys man.
import html
import re
import urllib.request
list0_v2 = []
final_list = []
url = "http://www.releasechimps.org/resources/publication/whos-there-md-anderson"
data = urllib.request.urlopen(url).read()
loop = re.findall(r'<td.*?>(.*?)</td>', str(data))
for item in loop:
if "\\n\\t\\t\\t\\t" or "em>" in item:
item = item.replace("\\n\\t\\t\\t\\t", "").replace("<em>", "")\
.replace("</em>", "")
if " " == item:
continue
list0_v2.append(item)
n = 1
while len(list0_v2) != 0:
form = {"n":0, "name":"", "id":"", "gender":"", "birthdate":"", "notes":""}
try:
if list0_v2[5][-1] == '.':
numb, name, ids, gender, birthdate, notes = list0_v2[0:6]
form["notes"] = notes
del(list0_v2[0:6])
else:
raise Exception('foo')
except:
numb, name, ids, gender, birthdate = list0_v2[0:5]
del(list0_v2[0:5])
form["n"] = int(numb)
form["name"] = html.unescape(name)
form["id"] = ids
form["gender"] = gender
form["birthdate"] = birthdate
final_list.append(form)
n += 1
for li in final_list:
print("{:3} {:10} {:10} {:3} {:10} {}".format(li["n"], li["name"], li["id"],\
li["gender"], li["birthdate"], li["notes"]))

create and assign subcategories in revit using python

I have a question for some of you who are familiar with the Revit API and python:
I’ve been using the spring nodes package in dynamo to create a rather large series of freeform objects each in their own family. The way that the FamilyInstance.ByGeometry works, it takes a list of solids and creates a family instance for each using a template family file. The result is quite good. (spring nodes can be found here: https://github.com/dimven/SpringNodes)
However, the drawback is that that now I have roughly 200 separate instances, so to make changes to each is rather painful. I thought at first it would be possible to use dynamo to create a new subcategory and set the solid inside each family instance to this new subcategory. Unfortunately, I realized this is not possible since dynamo cannot be open in two different Revit environments simultaneously (the project I am working in and each instance of the family). This leads me to look to see if I can do this using python.
I have used python in rhino and can get along pretty well, I am still learning the Revit API however. But basically my idea would be to:
1. select a series of family instances in the Revit project environment
2. loop through each instance
3. save it to a specified location
4. create a new subcategory in each family instances (the subcategory would the same for all the selected family instances)
5. select the solid in each in instance
6. set the solid to this newly created subcategory
7. close the family instance and save
My question for you is does this sound like it is achievable based on your knowledge of the Revit API?
Many thanks for your time and advice.
UPDATE:
I've found a section in the revit api that describes what i'm looking to do: http://help.autodesk.com/view/RVT/2015/ENU/?guid=GUID-FBF9B994-ADCB-4679-B50B-2E9A1E09AA48
I've made a first pass at inserting this into the python code of the dynamo node. The rest of the code works fine except for the new section im adding (see below). Please excuse the variables, I am simply keeping with logic of the original author of the code i am hacking:
(Note: the variables come in are in arrays)
#set subcategory
try:
#create new sucategory
fam_subcat = famdoc.Settings.Categories.NewSubcategory(fam_cat, get_Item(subcat1.Name))
#assign the mataterial(fam_mat.Id) to the subcategory
fam_subcat.Material = famdoc.GetElement(fam_mat.Id)
#assign the subcategory to the element (s2)
s2.Subcategory = fam_subcat
except: pass
Any help or advice with this section of code would be much appreciated.
UPDATE:
See full code below for context of the section in question:
#Copyright(c) 2015, Dimitar Venkov
# #5devene, dimitar.ven#gmail.com
import clr
import System
from System.Collections.Generic import *
pf_path = System.Environment.GetFolderPath(System.Environment.SpecialFolder.ProgramFilesX86)
import sys
sys.path.append("%s\IronPython 2.7\Lib" %pf_path)
import traceback
clr.AddReference('ProtoGeometry')
from Autodesk.DesignScript.Geometry import *
clr.AddReference("RevitServices")
import RevitServices
from RevitServices.Persistence import DocumentManager
from RevitServices.Transactions import TransactionManager
doc = DocumentManager.Instance.CurrentDBDocument
app = DocumentManager.Instance.CurrentUIApplication.Application
clr.AddReference("RevitAPI")
from Autodesk.Revit.DB import *
from Autodesk.Revit.DB.Structure import StructuralType
clr.AddReference("RevitNodes")
import Revit
clr.ImportExtensions(Revit.Elements)
clr.ImportExtensions(Revit.GeometryConversion)
def tolist(obj1):
if hasattr(obj1,"__iter__"): return obj1
else: return [obj1]
def output1(l1):
if len(l1) == 1: return l1[0]
else: return l1
def PadLists(lists):
len1 = max([len(l) for l in lists])
for i in xrange(len(lists)):
if len(lists[i]) == len1:
continue
else:
len2 = len1 - len(lists[i])
for j in xrange(len2):
lists[i].append(lists[i][-1])
return lists
class FamOpt1(IFamilyLoadOptions):
def __init__(self):
pass
def OnFamilyFound(self,familyInUse, overwriteParameterValues):
return True
def OnSharedFamilyFound(self,familyInUse, source, overwriteParameterValues):
return True
geom = tolist(IN[0])
fam_path = IN[1]
names = tolist(IN[2])
category = tolist(IN[3])
material = tolist(IN[4])
isVoid = tolist(IN[5])
subcategory = tolist(IN[6])
isRvt2014 = False
if app.VersionName == "Autodesk Revit 2014": isRvt2014 = True
units = doc.GetUnits().GetFormatOptions(UnitType.UT_Length).DisplayUnits
factor = UnitUtils.ConvertToInternalUnits(1,units)
acceptable_views = ["ThreeD", "FloorPlan", "EngineeringPlan", "CeilingPlan", "Elevation", "Section"]
origin = XYZ(0,0,0)
str_typ = StructuralType.NonStructural
def NewForm_background(s1, name1, cat1, isVoid1, mat1, subcat1):
t1 = TransactionManager.Instance
TransactionManager.ForceCloseTransaction(t1)
famdoc = doc.Application.NewFamilyDocument(fam_path)
message = None
temp_path = System.IO.Path.GetTempPath()
sat_path = "%s%s.sat" % (temp_path, name1)
try:
if factor != 1:
s1 = s1.Scale(factor)
sat1 = Geometry.ExportToSAT(s1, sat_path)
satOpt = SATImportOptions()
satOpt.Placement = ImportPlacement.Origin
satOpt.Unit = ImportUnit.Foot
view_fec = FilteredElementCollector(famdoc).OfClass(View)
view1 = None
for v in view_fec:
if str(v.ViewType) in acceptable_views:
view1 = v
break
t1.EnsureInTransaction(famdoc)
satId = famdoc.Import(sat1, satOpt, view1)
opt1 = Options()
opt1.ComputeReferences = True
el1 = famdoc.GetElement(satId)
geom1 = el1.get_Geometry(opt1)
enum = geom1.GetEnumerator()
enum.MoveNext()
geom2 = enum.Current.GetInstanceGeometry()
enum2 = geom2.GetEnumerator()
enum2.MoveNext()
s1 = enum2.Current
famdoc.Delete(satId)
TransactionManager.ForceCloseTransaction(t1)
System.IO.File.Delete(sat_path)
except:
message = traceback.format_exc()
pass
if message == None:
try:
save_path = "%s%s.rfa" % (temp_path, name1)
SaveAsOpt = SaveAsOptions()
SaveAsOpt.OverwriteExistingFile = True
t1.EnsureInTransaction(famdoc)
#set the category
try:
fam_cat = famdoc.Settings.Categories.get_Item(cat1.Name)
famdoc.OwnerFamily.FamilyCategory = fam_cat
except: pass
s2 = FreeFormElement.Create(famdoc,s1)
if isVoid1:
void_par = s2.get_Parameter("Solid/Void")
void_par.Set(1)
void_par2 = famdoc.OwnerFamily.get_Parameter("Cut with Voids When Loaded")
void_par2.Set(1)
else: #voids do not have a material value
try:
mat_fec = FilteredElementCollector(famdoc).OfClass(Material)
for m in mat_fec:
if m.Name == mat1:
fam_mat = m
break
mat_par = s2.get_Parameter("Material")
mat_par.Set(fam_mat.Id)
except: pass
#set subcategory
try:
#create new sucategory
fam_subcat = document.Settings.Categories.NewSubcategory(document.OwnerFamily.FamilyCategory, get_Item(subcat1.Name))
#assign the mataterial(fam_mat.Id) to the subcategory
fam_subcat.Material = famdoc.GetElement(fam_mat.Id)
#assign the subcategory to the element (s2)
s2.Subcategory = fam_subcat
except: pass
TransactionManager.ForceCloseTransaction(t1)
famdoc.SaveAs(save_path, SaveAsOpt)
family1 = famdoc.LoadFamily(doc, FamOpt1())
famdoc.Close(False)
System.IO.File.Delete(save_path)
symbols = family1.Symbols.GetEnumerator()
symbols.MoveNext()
symbol1 = symbols.Current
t1.EnsureInTransaction(doc)
if not symbol1.IsActive: symbol1.Activate()
inst1 = doc.Create.NewFamilyInstance(origin, symbol1, str_typ)
TransactionManager.ForceCloseTransaction(t1)
return inst1.ToDSType(False), family1.ToDSType(False)
except:
message = traceback.format_exc()
return message
else:
return message
def NewForm_background_R16(s1, name1, cat1, isVoid1, mat1, subcat1):
t1 = TransactionManager.Instance
TransactionManager.ForceCloseTransaction(t1)
famdoc = doc.Application.NewFamilyDocument(fam_path)
message = None
temp_path = System.IO.Path.GetTempPath()
sat_path = "%s%s.sat" % (temp_path, name1)
try:
if factor != 1:
s1 = s1.Scale(factor)
sat1 = Geometry.ExportToSAT(s1, sat_path)
satOpt = SATImportOptions()
satOpt.Placement = ImportPlacement.Origin
satOpt.Unit = ImportUnit.Foot
view_fec = FilteredElementCollector(famdoc).OfClass(View)
view1 = None
for v in view_fec:
if str(v.ViewType) in acceptable_views:
view1 = v
break
t1.EnsureInTransaction(famdoc)
satId = famdoc.Import(sat1, satOpt, view1)
opt1 = Options()
opt1.ComputeReferences = True
el1 = famdoc.GetElement(satId)
geom1 = el1.get_Geometry(opt1)
enum = geom1.GetEnumerator()
enum.MoveNext()
geom2 = enum.Current.GetInstanceGeometry()
enum2 = geom2.GetEnumerator()
enum2.MoveNext()
s1 = enum2.Current
famdoc.Delete(satId)
TransactionManager.ForceCloseTransaction(t1)
System.IO.File.Delete(sat_path)
except:
message = traceback.format_exc()
pass
if message == None:
try:
save_path = "%s%s.rfa" % (temp_path, name1)
SaveAsOpt = SaveAsOptions()
SaveAsOpt.OverwriteExistingFile = True
t1.EnsureInTransaction(famdoc)
#set the category
try:
fam_cat = famdoc.Settings.Categories.get_Item(cat1.Name)
famdoc.OwnerFamily.FamilyCategory = fam_cat
except: pass
s2 = FreeFormElement.Create(famdoc,s1)
if isVoid1:
void_par = s2.LookupParameter("Solid/Void")
void_par.Set(1)
void_par2 = famdoc.OwnerFamily.LookupParameter("Cut with Voids When Loaded")
void_par2.Set(1)
else: #voids do not have a material value
try:
mat_fec = FilteredElementCollector(famdoc).OfClass(Material)
for m in mat_fec:
if m.Name == mat1:
fam_mat = m
break
mat_par = s2.LookupParameter("Material")
mat_par.Set(fam_mat.Id)
except: pass
#apply same subcategory code as before
#set subcategory
try:
#create new sucategory
fam_subcat = famdoc.Settings.Categories.NewSubcategory(fam_cat, get_Item(subcat1.Name))
#assign the mataterial(fam_mat.Id) to the subcategory
fam_subcat.Material = famdoc.GetElement(fam_mat.Id)
#assign the subcategory to the element (s2)
s2.Subcategory = fam_subcat
except: pass
TransactionManager.ForceCloseTransaction(t1)
famdoc.SaveAs(save_path, SaveAsOpt)
family1 = famdoc.LoadFamily(doc, FamOpt1())
famdoc.Close(False)
System.IO.File.Delete(save_path)
symbols = family1.GetFamilySymbolIds().GetEnumerator()
symbols.MoveNext()
symbol1 = doc.GetElement(symbols.Current)
t1.EnsureInTransaction(doc)
if not symbol1.IsActive: symbol1.Activate()
inst1 = doc.Create.NewFamilyInstance(origin, symbol1, str_typ)
TransactionManager.ForceCloseTransaction(t1)
return inst1.ToDSType(False), family1.ToDSType(False)
except:
message = traceback.format_exc()
return message
else:
return message
if len(geom) == len(names) == len(category) == len(isVoid) == len(material) == len(subcategory):
if isRvt2014:
OUT = output1(map(NewForm_background, geom, names, category, isVoid, material, subcategory))
else:
OUT = output1(map(NewForm_background_R16, geom, names, category, isVoid, material, subcategory))
elif len(geom) == len(names):
padded = PadLists((geom, category, isVoid, material, subcategory))
p_category = padded[1]
p_isVoid = padded[2]
p_material = padded[3]
p_subcategory = padded [4]
if isRvt2014:
OUT = output1(map(NewForm_background, geom, names, p_category, p_isVoid, p_material, p_subcategory))
else:
OUT = output1(map(NewForm_background_R16, geom, names, p_category, p_isVoid, p_material, subcategory))
else: OUT = "Make sure that each geometry\nobject has a unique family name."
Update:
Was able to get it working:
try:
#create new sucategory
fam_subcat = famdoc.Settings.Categories.NewSubcategory(famdoc.OwnerFamily.FamilyCategory, subcat1)
#assign the mataterial(fam_mat.Id) to the subcategory
#fam_subcat.Material = famdoc.GetElement(fam_mat.Id)
#assign the subcategory to the element (s2)
s2.Subcategory = fam_subcat
except: pass

As I answered on your initial query per email, what you are aiming for sounds perfectly feasible to me in the Revit API. Congratulations on getting as far as you have. Looking at the link to the Revit API help file and developer guide that you cite above, it seems that the code has to be executed in the family document while defining the family. The context in which you are trying to execute it is not clear. Have you used EditFamily to open the family definition document? What context are you executing in?