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import re |
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import csv |
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import sys |
import logging |
import logging |
import operator |
import operator |
from ckan.lib.base import BaseController, c, render, request, response, abort |
import collections |
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from ckan.lib.base import (BaseController, c, g, render, request, response, abort) |
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import sqlalchemy |
import sqlalchemy |
from sqlalchemy import func, cast, Integer |
from sqlalchemy import func, cast, Integer |
import ckan.model as model |
import ckan.model as model |
from ga_model import GA_Url, GA_Stat |
from ga_model import GA_Url, GA_Stat, GA_ReferralStat |
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log = logging.getLogger('ckanext.ga-report') |
log = logging.getLogger('ckanext.ga-report') |
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def _get_month_name(strdate): |
def _get_month_name(strdate): |
import calendar |
import calendar |
from time import strptime |
from time import strptime |
d = strptime(strdate, '%Y-%m') |
d = strptime(strdate, '%Y-%m') |
return '%s %s' % (calendar.month_name[d.tm_mon], d.tm_year) |
return '%s %s' % (calendar.month_name[d.tm_mon], d.tm_year) |
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def _month_details(cls): |
def _month_details(cls): |
months = [] |
months = [] |
vals = model.Session.query(cls.period_name).distinct().all() |
vals = model.Session.query(cls.period_name).distinct().all() |
for m in vals: |
for m in vals: |
months.append( (m[0], _get_month_name(m[0]))) |
months.append( (m[0], _get_month_name(m[0]))) |
return sorted(months, key=operator.itemgetter(0), reverse=True) |
return sorted(months, key=operator.itemgetter(0), reverse=True) |
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class GaReport(BaseController): |
class GaReport(BaseController): |
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def csv(self, month): |
def csv(self, month): |
import csv |
import csv |
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entries = model.Session.query(GA_Stat).\ |
q = model.Session.query(GA_Stat) |
filter(GA_Stat.period_name==month).\ |
if month != 'all': |
order_by('GA_Stat.stat_name, GA_Stat.key').all() |
q = q.filter(GA_Stat.period_name==month) |
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entries = q.order_by('GA_Stat.period_name, GA_Stat.stat_name, GA_Stat.key').all() |
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response.headers['Content-Type'] = "text/csv; charset=utf-8" |
response.headers['Content-Type'] = "text/csv; charset=utf-8" |
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response.headers['Content-Disposition'] = str('attachment; filename=stats_%s.csv' % (month,)) |
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writer = csv.writer(response) |
writer = csv.writer(response) |
writer.writerow(["Period", "Statistic", "Key", "Value"]) |
writer.writerow(["Period", "Statistic", "Key", "Value"]) |
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for entry in entries: |
for entry in entries: |
writer.writerow([entry.period_name.encode('utf-8'), |
writer.writerow([entry.period_name.encode('utf-8'), |
entry.stat_name.encode('utf-8'), |
entry.stat_name.encode('utf-8'), |
entry.key.encode('utf-8'), |
entry.key.encode('utf-8'), |
entry.value.encode('utf-8')]) |
entry.value.encode('utf-8')]) |
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def index(self): |
def index(self): |
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# Get the month details by fetching distinct values and determining the |
# Get the month details by fetching distinct values and determining the |
# month names from the values. |
# month names from the values. |
c.months = _month_details(GA_Stat) |
c.months = _month_details(GA_Stat) |
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# Work out which month to show, based on query params of the first item |
# Work out which month to show, based on query params of the first item |
c.month = request.params.get('month', c.months[0][0] if c.months else '') |
c.month_desc = 'all months' |
c.month_desc = ''.join([m[1] for m in c.months if m[0]==c.month]) |
c.month = request.params.get('month', '') |
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if c.month: |
entries = model.Session.query(GA_Stat).\ |
c.month_desc = ''.join([m[1] for m in c.months if m[0]==c.month]) |
filter(GA_Stat.stat_name=='Totals').\ |
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filter(GA_Stat.period_name==c.month).\ |
q = model.Session.query(GA_Stat).\ |
order_by('ga_stat.key').all() |
filter(GA_Stat.stat_name=='Totals') |
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if c.month: |
c.global_totals = [] |
q = q.filter(GA_Stat.period_name==c.month) |
for e in entries: |
entries = q.order_by('ga_stat.key').all() |
val = e.value |
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if e.key in ['Average time on site', 'Pages per visit', 'Percent new visits']: |
def clean_key(key, val): |
val = "%.2f" % round(float(e.value), 2) |
if key in ['Average time on site', 'Pages per visit', 'New visits']: |
if e.key == 'Average time on site': |
val = "%.2f" % round(float(val), 2) |
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if key == 'Average time on site': |
mins, secs = divmod(float(val), 60) |
mins, secs = divmod(float(val), 60) |
hours, mins = divmod(mins, 60) |
hours, mins = divmod(mins, 60) |
val = '%02d:%02d:%02d (%s seconds) ' % (hours, mins, secs, val) |
val = '%02d:%02d:%02d (%s seconds) ' % (hours, mins, secs, val) |
e.key = '%s *' % e.key |
if key == 'New visits': |
c.global_totals.append((e.key, val)) |
val = "%s%%" % val |
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if key in ['Bounces', 'Total page views', 'Total visits']: |
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val = int(val) |
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return key, val |
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c.global_totals = [] |
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if c.month: |
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for e in entries: |
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key, val = clean_key(e.key, e.value) |
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c.global_totals.append((key, val)) |
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else: |
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d = collections.defaultdict(list) |
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for e in entries: |
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d[e.key].append(float(e.value)) |
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for k, v in d.iteritems(): |
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if k in ['Bounces', 'Total page views', 'Total visits']: |
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v = sum(v) |
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else: |
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v = float(sum(v))/len(v) |
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key, val = clean_key(k,v) |
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c.global_totals.append((key, val)) |
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c.global_totals = sorted(c.global_totals, key=operator.itemgetter(0)) |
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keys = { |
keys = { |
'Browser versions': 'browsers', |
'Browser versions': 'browser_versions', |
'Operating Systems versions': 'os', |
'Browsers': 'browsers', |
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'Operating Systems versions': 'os_versions', |
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'Operating Systems': 'os', |
'Social sources': 'social_networks', |
'Social sources': 'social_networks', |
'Languages': 'languages', |
'Languages': 'languages', |
'Country': 'country' |
'Country': 'country' |
} |
} |
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def shorten_name(name, length=60): |
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return (name[:length] + '..') if len(name) > 60 else name |
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def fill_out_url(url): |
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import urlparse |
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return urlparse.urljoin(g.site_url, url) |
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c.social_referrer_totals, c.social_referrers = [], [] |
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q = model.Session.query(GA_ReferralStat) |
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q = q.filter(GA_ReferralStat.period_name==c.month) if c.month else q |
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q = q.order_by('ga_referrer.count::int desc') |
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for entry in q.all(): |
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c.social_referrers.append((shorten_name(entry.url), fill_out_url(entry.url), |
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entry.source,entry.count)) |
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q = model.Session.query(GA_ReferralStat.url, |
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func.sum(GA_ReferralStat.count).label('count')) |
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q = q.filter(GA_ReferralStat.period_name==c.month) if c.month else q |
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q = q.order_by('count desc').group_by(GA_ReferralStat.url) |
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for entry in q.all(): |
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c.social_referrer_totals.append((shorten_name(entry[0]), fill_out_url(entry[0]),'', |
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entry[1])) |
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browser_version_re = re.compile("(.*)\((.*)\)") |
for k, v in keys.iteritems(): |
for k, v in keys.iteritems(): |
entries = model.Session.query(GA_Stat).\ |
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filter(GA_Stat.stat_name==k).\ |
def clean_field(key): |
filter(GA_Stat.period_name==c.month).\ |
if k != 'Browser versions': |
order_by('ga_stat.value::int desc').all() |
return key |
setattr(c, v, [(s.key, s.value) for s in entries ]) |
m = browser_version_re.match(key) |
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browser = m.groups()[0].strip() |
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ver = m.groups()[1] |
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parts = ver.split('.') |
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if len(parts) > 1: |
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if parts[1][0] == '0': |
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ver = parts[0] |
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else: |
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ver = "%s.%s" % (parts[0],parts[1]) |
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if browser in ['Safari','Android Browser']: # Special case complex version nums |
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ver = parts[0] |
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if len(ver) > 2: |
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ver = "%s%sX" % (ver[0], ver[1]) |
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return "%s (%s)" % (browser, ver,) |
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q = model.Session.query(GA_Stat).\ |
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filter(GA_Stat.stat_name==k) |
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if c.month: |
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entries = [] |
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q = q.filter(GA_Stat.period_name==c.month).\ |
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order_by('ga_stat.value::int desc') |
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d = collections.defaultdict(int) |
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for e in q.all(): |
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d[clean_field(e.key)] += int(e.value) |
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entries = [] |
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for key, val in d.iteritems(): |
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entries.append((key,val,)) |
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entries = sorted(entries, key=operator.itemgetter(1), reverse=True) |
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def percent(num, total): |
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p = 100 * float(num)/float(total) |
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return "%.2f%%" % round(p, 2) |
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# Get the total for each set of values and then set the value as |
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# a percentage of the total |
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if k == 'Social sources': |
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total = sum([x for n,x in c.global_totals if n == 'Total visits']) |
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else: |
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total = sum([num for _,num in entries]) |
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setattr(c, v, [(k,percent(v,total)) for k,v in entries ]) |
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return render('ga_report/site/index.html') |
return render('ga_report/site/index.html') |
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class GaPublisherReport(BaseController): |
class GaPublisherReport(BaseController): |
""" |
""" |
Displays the pageview and visit count for specific publishers based on |
Displays the pageview and visit count for specific publishers based on |
the datasets associated with the publisher. |
the datasets associated with the publisher. |
""" |
""" |
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def csv(self, month): |
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c.month = month if not month =='all' else '' |
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response.headers['Content-Type'] = "text/csv; charset=utf-8" |
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response.headers['Content-Disposition'] = str('attachment; filename=publishers_%s.csv' % (month,)) |
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writer = csv.writer(response) |
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writer.writerow(["Publisher", "Views", "Visits", "Period Name"]) |
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for publisher,view,visit in self._get_publishers(None): |
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writer.writerow([publisher.title.encode('utf-8'), |
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view, |
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visit, |
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month]) |
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def publisher_csv(self, id, month): |
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c.month = month if not month =='all' else '' |
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c.publisher = model.Group.get(id) |
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if not c.publisher: |
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abort(404, 'A publisher with that name could not be found') |
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packages = self._get_packages(c.publisher) |
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response.headers['Content-Type'] = "text/csv; charset=utf-8" |
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response.headers['Content-Disposition'] = \ |
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str('attachment; filename=%s_%s.csv' % (c.publisher.name, month,)) |
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writer = csv.writer(response) |
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writer.writerow(["Publisher", "Views", "Visits", "Period Name"]) |
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for package,view,visit in packages: |
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writer.writerow([package.title.encode('utf-8'), |
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view, |
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visit, |
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month]) |
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def index(self): |
def index(self): |
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# Get the month details by fetching distinct values and determining the |
# Get the month details by fetching distinct values and determining the |
# month names from the values. |
# month names from the values. |
c.months = _month_details(GA_Url) |
c.months = _month_details(GA_Url) |
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# Work out which month to show, based on query params of the first item |
# Work out which month to show, based on query params of the first item |
c.month = request.params.get('month', c.months[0][0] if c.months else '') |
c.month = request.params.get('month', '') |
c.month_desc = ''.join([m[1] for m in c.months if m[0]==c.month]) |
c.month_desc = 'all months' |
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if c.month: |
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c.month_desc = ''.join([m[1] for m in c.months if m[0]==c.month]) |
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c.top_publishers = self._get_publishers() |
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return render('ga_report/publisher/index.html') |
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def _get_publishers(self, limit=20): |
connection = model.Session.connection() |
connection = model.Session.connection() |
q = """ |
q = """ |
select department_id, sum(pageviews::int) views, sum(visitors::int) visits |
select department_id, sum(pageviews::int) views, sum(visitors::int) visits |
from ga_url |
from ga_url |
where department_id <> '' |
where department_id <> ''""" |
and period_name=%s |
if c.month: |
group by department_id order by views desc limit 20; |
q = q + """ |
""" |
and period_name=%s |
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""" |
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q = q + """ |
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group by department_id order by views desc |
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""" |
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if limit: |
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q = q + " limit %s;" % (limit) |
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# Add this back (before and period_name =%s) if you want to ignore publisher |
# Add this back (before and period_name =%s) if you want to ignore publisher |
# homepage views |
# homepage views |
# and not url like '/publisher/%%' |
# and not url like '/publisher/%%' |
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c.top_publishers = [] |
top_publishers = [] |
res = connection.execute(q, c.month) |
res = connection.execute(q, c.month) |
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for row in res: |
for row in res: |
c.top_publishers.append((model.Group.get(row[0]), row[1], row[2])) |
g = model.Group.get(row[0]) |
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if g: |
return render('ga_report/publisher/index.html') |
top_publishers.append((g, row[1], row[2])) |
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return top_publishers |
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def _get_packages(self, publisher, count=-1): |
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if count == -1: |
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count = sys.maxint |
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top_packages = [] |
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q = model.Session.query(GA_Url).\ |
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filter(GA_Url.department_id==publisher.name).\ |
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filter(GA_Url.url.like('/dataset/%')) |
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if c.month: |
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q = q.filter(GA_Url.period_name==c.month) |
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q = q.order_by('ga_url.pageviews::int desc') |
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if c.month: |
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for entry in q[:count]: |
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p = model.Package.get(entry.url[len('/dataset/'):]) |
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top_packages.append((p,entry.pageviews,entry.visitors)) |
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else: |
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ds = {} |
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for entry in q.all(): |
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if len(ds) >= count: |
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break |
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p = model.Package.get(entry.url[len('/dataset/'):]) |
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if not p in ds: |
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ds[p] = {'views':0, 'visits': 0} |
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ds[p]['views'] = ds[p]['views'] + int(entry.pageviews) |
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ds[p]['visits'] = ds[p]['visits'] + int(entry.visitors) |
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results = [] |
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for k, v in ds.iteritems(): |
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results.append((k,v['views'],v['visits'])) |
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top_packages = sorted(results, key=operator.itemgetter(1), reverse=True) |
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return top_packages |
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def read(self, id): |
def read(self, id): |
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count = 20 |
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c.publisher = model.Group.get(id) |
c.publisher = model.Group.get(id) |
if not c.publisher: |
if not c.publisher: |
abort(404, 'A publisher with that name could not be found') |
abort(404, 'A publisher with that name could not be found') |
c.top_packages = [] # package, dataset_views in c.top_packages |
c.top_packages = [] # package, dataset_views in c.top_packages |
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# Get the month details by fetching distinct values and determining the |
# Get the month details by fetching distinct values and determining the |
# month names from the values. |
# month names from the values. |
c.months = _month_details(GA_Url) |
c.months = _month_details(GA_Url) |
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# Work out which month to show, based on query params of the first item |
# Work out which month to show, based on query params of the first item |
c.month = request.params.get('month', c.months[0][0] if c.months else '') |
c.month = request.params.get('month', '') |
c.month_desc = ''.join([m[1] for m in c.months if m[0]==c.month]) |
if not c.month: |
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c.month_desc = 'all months' |
entry = model.Session.query(GA_Url).\ |
else: |
filter(GA_Url.url=='/publisher/%s' % c.publisher.name).\ |
c.month_desc = ''.join([m[1] for m in c.months if m[0]==c.month]) |
filter(GA_Url.period_name==c.month).first() |
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c.publisher_page_views = entry.pageviews if entry else 0 |
c.publisher_page_views = 0 |
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q = model.Session.query(GA_Url).\ |