def follower_detail(request, screen_name, json=False):
follower = Follower.all().filter("screen_name = ", screen_name.lower()).get()
if follower:
dp_of_follower = Datapoint.all().filter("follower = ", follower)
if json:
data = []
current_value = {}
display_metrics = set()
recent_metrics = dp_of_follower.order("-created_at").fetch(500)
recent_metrics.reverse()
for datapoint in recent_metrics:
display_metrics.add(datapoint.metric)
current_value[datapoint.metric] = datapoint.numerical
data.append(current_value.copy())
description = {}
for metric_name in display_metrics:
description[metric_name] = ("number", metric_name)
data_table = gviz_api.DataTable(description)
data_table.LoadData(data)
json = data_table.ToJSonResponse()
return HttpResponse(json, mimetype="application/json")
else:
last_metrics = {}
for metric in follower.metrics:
last = (
Datapoint.all()
.filter("follower = ", follower)
.filter("metric = ", metric)
.order("-created_at")
.get()
)
last_metrics[metric] = {
"created_at": last.created_at.isoformat(),
"numerical": last.numerical,
"annotation": last.annotation,
}
return direct_to_template(
request,
"graph/follower_detail.html",
extra_context={"object": follower, "last_metrics": simplejson.dumps(last_metrics)},
)
else:
return direct_to_template(request, "graph/follower_404.html", extra_context={"screen_name": screen_name})
def follower_metric_detail(request, screen_name, metric):
follower = Follower.all().filter("screen_name = ", screen_name.lower()).get()
if follower:
return direct_to_template(
request,
"graph/follower_metric_detail.html",
extra_context={
"metric": metric,
"follower": follower,
"not_much_data": Datapoint.all()
.filter("follower =", follower)
.filter("metric = ", metric.lower())
.order("created_at")
.count(5)
< 3,
"most_recent": Datapoint.all()
.filter("follower =", follower)
.filter("metric = ", metric.lower())
.order("created_at")
.get(),
},
)
else:
return direct_to_template(request, "graph/follower_404.html", extra_context={"metric": metric})
def process_messages(request):
most_recent = Datapoint.all().order("-created_at").get()
url = "https://twitter.com/direct_messages.json?since_id=%u" % (most_recent.message_id if most_recent else 0)
install_opener()
response = simplejson.load(urllib2.urlopen(url))
for tweet in response:
dp = dict(
message_id=tweet["id"],
sender_screen_name=tweet["sender_screen_name"].lower(),
created_at=datetime.strptime(tweet["created_at"], "%a %b %d %H:%M:%S +0000 %Y"),
)
(metric, sep, value) = tweet["text"].partition(":")
if sep != ":":
logging.warn("Tweet " + str(tweet) + " improperly formatted")
continue
dp["metric"] = metric.lower()
match = re.match("-?\d+(\.\d+)?", value.lstrip())
if match:
dp["numerical"] = float(match.group())
dp["annotation"] = value.lstrip()[match.end() :].strip()
else:
logging.warn("Tweet " + str(tweet) + " improperly formatted")
continue
follower = Follower.get_or_insert(
str(tweet["sender"]["id"]),
use_id=tweet["sender"]["id"],
screen_name=tweet["sender_screen_name"].lower(),
metrics=[dp["metric"]],
)
if dp["metric"] not in follower.metrics:
follower.metrics.append(dp["metric"])
follower.put()
dp["follower"] = follower
Datapoint(**dp).put()
return direct_to_template(request, "graph/messages.html", extra_context={"response_json": response})
def follower_metric_detail_json(request, screen_name, metric):
follower = Follower.all().filter("screen_name = ", screen_name.lower()).get()
if follower:
description = {
"created_at": ("datetime", "date"),
"numerical": ("number", metric),
"title1": ("string", "Annotation"),
}
data = []
for datapoint in (
Datapoint.all().filter("follower =", follower).filter("metric = ", metric.lower()).order("created_at")
):
data.append(
{"created_at": datapoint.created_at, "numerical": datapoint.numerical, "title1": datapoint.annotation}
)
data_table = gviz_api.DataTable(description)
data_table.LoadData(data)
json = data_table.ToJSonResponse(columns_order=("created_at", "numerical", "title1"))
return HttpResponse(json, mimetype="application/json")
else:
raise Http404
def insert_test_messages(request, months):
if int(months) < 0:
logging.info("trying to delete every datapoint")
db.delete(Datapoint.all(keys_only=True).fetch(5000))
update = datetime.now() - timedelta(7)
mid = 0
follower = Follower.all().filter("screen_name = ", "jimblomo").get()
while update > datetime.now() - timedelta(int(months) * 30):
Datapoint(
message_id=mid,
sender_screen_name="jimblomo",
follower=follower,
metric="test",
numerical=float(random.randrange(1, 10)),
created_at=update,
annotation="annotation" if random.randrange(1, 10) % 7 == 0 else "",
).put()
update -= timedelta(1)
mid += 1
return redirect_to(
request, reverse("graph.views.follower_metric_detail", kwargs=dict(screen_name="jimblomo", metric="test"))
)
def show_datapoint(request, key):
return object_detail(request, Datapoint.all(), key)