def test_invalidurl(self):
try:
EventClient(access_key=access_key, url="invalid")
self.fail()
except InvalidArgumentError as ex:
print("The expected error: {0}".format(ex))
def test_eventclient_channel(self):
subprocess.call(['pio', 'app', 'channel-new', app_name, channel])
client = EventClient(access_key=access_key,
url="http://127.0.0.1:7070",
channel=channel)
# Check status
print("Check status")
print(client.get_status())
self.assertEqual(client.get_status(), {'status': 'alive'})
# First event
first_event_properties = {
"prop1": 1,
"prop2": "value2",
"prop3": [1, 2, 3],
"prop4": True,
"prop5": ["a", "b", "c"],
"prop6": 4.56,
}
first_event_time = datetime(2004, 12, 13, 21, 39, 45, 618000,
pytz.timezone('US/Mountain'))
first_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
properties=first_event_properties,
event_time=first_event_time,
)
print("First Event response")
print(first_event_response)
self.assertEqual(first_event_response.status, 201)
# Second event
second_event_properties = {
"someProperty": "value1",
"anotherProperty": "value2",
}
second_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
target_entity_type="item",
target_entity_id="iid",
properties=second_event_properties,
event_time=datetime(2014, 12, 13, 21, 38, 45, 618000, pytz.utc))
print("Second Event response")
print(second_event_response)
self.assertEqual(second_event_response.status, 201)
# Get the first event from Event Server
first_event_id = first_event_response.json_body["eventId"]
print("Get Event")
event = client.get_event(first_event_id)
print(event)
self.assertEqual(event.get('eventId'), first_event_id)
# Delete the first event from Event Server
print("Delete Event")
delete_response = client.delete_event(first_event_id)
print(delete_response)
self.assertEqual(delete_response.decode('utf-8'),
'{"message":"Found"}')
# Delete the first event from Event Server again should yield exception.
print("Delete Event Again")
try:
delete_response = client.delete_event(first_event_id)
self.fail()
except NotFoundError as ex:
print("The expected error: {0}".format(ex))
def test_eventclient(self):
client = EventClient(access_key=access_key,
url="http://127.0.0.1:7070")
# Check status
print("Check status")
print(client.get_status())
self.assertEqual(client.get_status(), {'status': 'alive'})
# First event
first_event_properties = {
"prop1": 1,
"prop2": "value2",
"prop3": [1, 2, 3],
"prop4": True,
"prop5": ["a", "b", "c"],
"prop6": 4.56,
}
first_event_time = datetime(2004, 12, 13, 21, 39, 45, 618000,
pytz.timezone('US/Mountain'))
first_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
properties=first_event_properties,
event_time=first_event_time,
)
print("First Event response")
print(first_event_response)
self.assertEqual(first_event_response.status, 201)
# Second event
second_event_properties = {
"someProperty": "value1",
"anotherProperty": "value2",
}
second_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
target_entity_type="item",
target_entity_id="iid",
properties=second_event_properties,
event_time=datetime(2014, 12, 13, 21, 38, 45, 618000, pytz.utc))
print("Second Event response")
print(second_event_response)
self.assertEqual(second_event_response.status, 201)
# Get the first event from Event Server
first_event_id = first_event_response.json_body["eventId"]
print("Get Event")
event = client.get_event(first_event_id)
print(event)
self.assertEqual(event.get('eventId'), first_event_id)
# Delete the first event from Event Server
print("Delete Event")
delete_response = client.delete_event(first_event_id)
print(delete_response)
self.assertEqual(delete_response.decode('utf-8'),
'{"message":"Found"}')
# Delete the first event from Event Server again should yield exception.
print("Delete Event Again")
try:
delete_response = client.delete_event(first_event_id)
self.fail()
except NotFoundError as ex:
print("The expected error: {0}".format(ex))
# "user"-helper methods
# Set user properties implicitly create a user
# This call creates a user "foo", and set the properties of "foo".
print("Create user foo")
foo_properties = {"city": "sunnyvale", "car": "honda fit"}
response = client.set_user("foo", properties=foo_properties)
print(response)
self.assertEqual(response.status, 201)
# This call overrides the existing properties for user "foo", setting "car" to
# a new "honda odyssey" and create a new property "food" to "seafood".
print("Set new properties")
foo_properties = {"car": "honda odyssey", "food": "seafood"}
response = client.set_user("foo", properties=foo_properties)
print(response)
self.assertEqual(response.status, 201)
# This call removes the specified properties. It ignores the value of the dict.
# After this call, the "city" will become an unset field.
print("Unset properties")
foo_properties = {"city": "x"}
response = client.unset_user("foo", properties=foo_properties)
print(response)
self.assertEqual(response.status, 201)
# This call deletes a user
print("Delete user")
response = client.delete_user("foo")
print(response)
self.assertEqual(response.status, 201)
# The SDK also support specifying the eventTime. It is useful for importing
# events happened in the past.
foo_time = datetime(2014,
8,
31,
4,
56,
tzinfo=pytz.timezone('US/Pacific'))
print("Create user at " + str(foo_time))
response = client.set_user("Jarvis", {}, foo_time)
print(response)
self.assertEqual(response.status, 201)
# "item"-helper methods
# Set item properties implicitly create a item
# This call creates a item "bar", and set the properties of "bar".
print("Create item bar")
bar_properties = {"city": "santa clara", "weight": 6.9}
response = client.set_item("bar", properties=bar_properties)
print(response)
self.assertEqual(response.status, 201)
# Similar to user-methods, we can do the same thing with item
print("Set new properties")
bar_properties = {"weight": 6.2}
response = client.set_item("bar", properties=bar_properties)
print(response)
self.assertEqual(response.status, 201)
# This call removes the specified properties. It ignores the value of the dict.
# After this call, the "city" will become an unset field.
print("Unset properties")
bar_properties = {"city": None}
response = client.unset_item("bar", properties=bar_properties)
print(response)
self.assertEqual(response.status, 201)
# This call deletes a item
print("Delete item")
response = client.delete_item("bar")
print(response)
self.assertEqual(response.status, 201)
# "record" action helper functions
# This call creates a event between a user and an item. In particular, this set
# the price of the action
print("Record user action")
action_properties = {"price": 10.0}
response = client.record_user_action_on_item("buy", "foo", "bar",
action_properties)
print(response)
self.assertEqual(response.status, 201)
def test_eventclient(self):
client = EventClient(access_key=access_key, url="http://127.0.0.1:7070")
# Check status
print("Check status")
print(client.get_status())
self.assertEqual(client.get_status(), {'status': 'alive'})
# First event
first_event_properties = {
"prop1": 1,
"prop2": "value2",
"prop3": [1, 2, 3],
"prop4": True,
"prop5": ["a", "b", "c"],
"prop6": 4.56,
}
first_event_time = datetime(
2004, 12, 13, 21, 39, 45, 618000, pytz.timezone('US/Mountain'))
first_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
properties=first_event_properties,
event_time=first_event_time,
)
print("First Event response")
print(first_event_response)
self.assertEqual(first_event_response.status, 201)
# Second event
second_event_properties = {
"someProperty": "value1",
"anotherProperty": "value2",
}
second_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
target_entity_type="item",
target_entity_id="iid",
properties=second_event_properties,
event_time=datetime(2014, 12, 13, 21, 38, 45, 618000, pytz.utc))
print("Second Event response")
print(second_event_response)
self.assertEqual(second_event_response.status, 201)
# Get the first event from Event Server
first_event_id = first_event_response.json_body["eventId"]
print("Get Event")
event = client.get_event(first_event_id)
print(event)
self.assertEqual(event.get('eventId'), first_event_id)
# Delete the first event from Event Server
print("Delete Event")
delete_response = client.delete_event(first_event_id)
print(delete_response)
self.assertEqual(delete_response.decode('utf-8'), '{"message":"Found"}')
# Delete the first event from Event Server again should yield exception.
print("Delete Event Again")
try:
delete_response = client.delete_event(first_event_id)
self.fail()
except NotFoundError as ex:
print("The expected error: {0}".format(ex))
# "user"-helper methods
# Set user properties implicitly create a user
# This call creates a user "foo", and set the properties of "foo".
print("Create user foo")
foo_properties = {"city": "sunnyvale", "car": "honda fit"}
response = client.set_user("foo", properties=foo_properties)
print(response)
self.assertEqual(response.status, 201)
# This call overrides the existing properties for user "foo", setting "car" to
# a new "honda odyssey" and create a new property "food" to "seafood".
print("Set new properties")
foo_properties = {"car": "honda odyssey", "food": "seafood"}
response = client.set_user("foo", properties=foo_properties)
print(response)
self.assertEqual(response.status, 201)
# This call removes the specified properties. It ignores the value of the dict.
# After this call, the "city" will become an unset field.
print("Unset properties")
foo_properties = {"city": "x"}
response = client.unset_user("foo", properties=foo_properties)
print(response)
self.assertEqual(response.status, 201)
# This call deletes a user
print("Delete user")
response = client.delete_user("foo")
print(response)
self.assertEqual(response.status, 201)
# The SDK also support specifying the eventTime. It is useful for importing
# events happened in the past.
foo_time = datetime(2014, 8, 31, 4, 56, tzinfo=pytz.timezone('US/Pacific'))
print("Create user at " + str(foo_time))
response = client.set_user("Jarvis", {}, foo_time)
print(response)
self.assertEqual(response.status, 201)
# "item"-helper methods
# Set item properties implicitly create a item
# This call creates a item "bar", and set the properties of "bar".
print("Create item bar")
bar_properties = {"city": "santa clara", "weight": 6.9}
response = client.set_item("bar", properties=bar_properties)
print(response)
self.assertEqual(response.status, 201)
# Similar to user-methods, we can do the same thing with item
print("Set new properties")
bar_properties = {"weight": 6.2}
response = client.set_item("bar", properties=bar_properties)
print(response)
self.assertEqual(response.status, 201)
# This call removes the specified properties. It ignores the value of the dict.
# After this call, the "city" will become an unset field.
print("Unset properties")
bar_properties = {"city": None}
response = client.unset_item("bar", properties=bar_properties)
print(response)
self.assertEqual(response.status, 201)
# This call deletes a item
print("Delete item")
response = client.delete_item("bar")
print(response)
self.assertEqual(response.status, 201)
# "record" action helper functions
# This call creates a event between a user and an item. In particular, this set
# the price of the action
print("Record user action")
action_properties = {"price": 10.0}
response = client.record_user_action_on_item("buy", "foo", "bar", action_properties)
print(response)
self.assertEqual(response.status, 201)
from predictionio import EventClient
from predictionio import NotFoundError
from datetime import datetime
import pytz
import sys
client = EventClient(app_id=4, url="http://localhost:7070")
# Check status
print("Check status")
print(client.get_status())
# First event
first_event_properties = {
"prop1" : 1,
"prop2" : "value2",
"prop3" : [1, 2, 3],
"prop4" : True,
"prop5" : ["a", "b", "c"],
"prop6" : 4.56 ,
}
first_event_time = datetime(
2004, 12, 13, 21, 39, 45, 618000, pytz.timezone('US/Mountain'))
first_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
properties=first_event_properties,
event_time=first_event_time,
)
print("First Event response")
def test_query(self):
random.seed()
client = EventClient(access_key=access_key, url="http://127.0.0.1:7070")
# Check status
print("Check status")
print(client.get_status())
self.assertEqual(client.get_status(), {'status': 'alive'})
user_ids = [str(i) for i in range(1, 3)]
for user_id in user_ids:
print("Set user", user_id)
client.set_user(user_id)
# TODO assert
item_ids = [str(i) for i in range(1, 5)]
for item_id in item_ids:
print("Set item", item_id)
client.set_item(item_id, {"itypes": ['1']})
# TODO assert
# each user randomly views 10 items
for user_id in user_ids:
for viewed_item in random.sample(item_ids, 2):
print("User", user_id, "views item", viewed_item)
client.record_user_action_on_item("view", user_id, viewed_item)
# TODO assert
client.close()
def test_eventclient_channel(self):
subprocess.call(['pio', 'app', 'channel-new', app_name, channel])
client = EventClient(access_key=access_key, url="http://127.0.0.1:7070",
channel=channel)
# Check status
print("Check status")
print(client.get_status())
self.assertEqual(client.get_status(), {'status': 'alive'})
# First event
first_event_properties = {
"prop1" : 1,
"prop2" : "value2",
"prop3" : [1, 2, 3],
"prop4" : True,
"prop5" : ["a", "b", "c"],
"prop6" : 4.56 ,
}
first_event_time = datetime(
2004, 12, 13, 21, 39, 45, 618000, pytz.timezone('US/Mountain'))
first_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
properties=first_event_properties,
event_time=first_event_time,
)
print("First Event response")
print(first_event_response)
self.assertEqual(first_event_response.status, 201)
# Second event
second_event_properties = {
"someProperty" : "value1",
"anotherProperty" : "value2",
}
second_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
target_entity_type="item",
target_entity_id="iid",
properties=second_event_properties,
event_time=datetime(2014, 12, 13, 21, 38, 45, 618000, pytz.utc))
print("Second Event response")
print(second_event_response)
self.assertEqual(second_event_response.status, 201)
# Get the first event from Event Server
first_event_id = first_event_response.json_body["eventId"]
print("Get Event")
event = client.get_event(first_event_id)
print(event)
self.assertEqual(event.get('eventId'), first_event_id)
# Delete the first event from Event Server
print("Delete Event")
delete_response = client.delete_event(first_event_id)
print(delete_response)
self.assertEqual(delete_response.decode('utf-8'), '{"message":"Found"}')
# Delete the first event from Event Server again should yield exception.
print("Delete Event Again")
try:
delete_response = client.delete_event(first_event_id)
self.fail()
except NotFoundError as ex:
print("The expected error: {0}".format(ex))
from datetime import datetime
import pytz
from predictionio import EventClient
from predictionio import NotFoundError
access_key = "gDx1XuMUC9vu1YWWPRZkLRTftoq7m73mlj2MtnZEjncPlZ1JxUS2s7oajwP9xrZQ"
assert access_key is not None, "Please create an access key with 'pio app new'"
client = EventClient(access_key=access_key, url="http://localhost:7070")
# Check status
print("Check status")
print(client.get_status())
# First event
first_event_properties = {
"prop1": 1,
"prop2": "value2",
"prop3": [1, 2, 3],
"prop4": True,
"prop5": ["a", "b", "c"],
"prop6": 4.56,
}
first_event_time = datetime(2004, 12, 13, 21, 39, 45, 618000,
pytz.timezone('US/Mountain'))
first_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
from predictionio import EventClient
from datetime import datetime
import pytz
client = EventClient('FDUakPq4PpcPUVWrEF-3AsEDRjeXq2k3LWO_5kM1CjxayPmKzXlqlgHRtO5Wh4Xo', "http://10.228.81.5:7070")
print(client)
first_event_properties = {
"prop1" : 1,
"prop2" : "value2",
"prop3" : [1, 2, 3],
"prop4" : True,
"prop5" : ["a", "b", "c"],
"prop6" : 4.56 ,
}
first_event_time = datetime(
2004, 12, 13, 21, 39, 45, 618000, pytz.timezone('US/Mountain'))
first_event_response = client.create_event(
event="my_event",
entity_type="user",
entity_id="uid",
properties=first_event_properties,
event_time=first_event_time,
)
print(first_event_response)
second_event_properties = {
"someProperty" : "value1",
"anotherProperty" : "value2",
}
# second_event_response = client.create_event(
# event="my_event",
# entity_type="user",
# entity_id="uid",
from predictionio import EventClient
from predictionio import NotFoundError
from datetime import datetime
import pytz
import sys
access_key = None
channel = None
assert access_key is not None, "Please create an access key with 'pio app new'"
# Need to create channel first before
assert channel is not None, "Please create new channel with 'pio app channel-new'"
client = EventClient(access_key=access_key,
url="http://localhost:7070",
channel=channel)
# Check status
print("Check status")
print(client.get_status())
# First event
first_event_properties = {
"prop1": 1,
"prop2": "value2",
"prop3": [1, 2, 3],
"prop4": True,
"prop5": ["a", "b", "c"],
"prop6": 4.56,
}
from predictionio import EventClient
import datetime
import pytz
client = EventClient(
'5h5crmbnZl4_hd-Ob0Ms9Qgm67ConOJWfoxAxtbGo2nKfTELgV0wj7WW0ho3iN7b',
"http://localhost:7070",
threads=5,
qsize=500)
first_event_properties = {
"prop1": 1,
"prop2": "value2",
"prop3": [1, 2, 3],
"prop4": True,
"prop5": ["a", "b", "c"],
"prop6": 4.56
}
now_date = datetime.datetime.now(pytz.utc) # - datetime.timedelta(days=2.7)
current_date = now_date
event_time_increment = datetime.timedelta(days=-0.8)
first_event_response = client.create_event(
event="buy",
entity_type="user",
entity_id="10001",
target_entity_id="2",
target_entity_type="item"
# properties=first_event_properties,
# event_time = current_date
)
# this is example of import events to a specific channel of an App
from predictionio import EventClient
from predictionio import NotFoundError
from datetime import datetime
import pytz
import sys
access_key = None
channel = None
assert access_key is not None, "Please create an access key with 'pio app new'"
# Need to create channel first before
assert channel is not None, "Please create new channel with 'pio app channel-new'"
client = EventClient(access_key=access_key, url="http://localhost:7070",
channel=channel)
# Check status
print("Check status")
print(client.get_status())
# First event
first_event_properties = {
"prop1" : 1,
"prop2" : "value2",
"prop3" : [1, 2, 3],
"prop4" : True,
"prop5" : ["a", "b", "c"],
"prop6" : 4.56 ,
}
first_event_time = datetime(