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tracker.py
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"""
tracker.py
Copyright (c) 2013-2014 Snowplow Analytics Ltd. All rights reserved.
This program is licensed to you under the Apache License Version 2.0,
and you may not use this file except in compliance with the Apache License
Version 2.0. You may obtain a copy of the Apache License Version 2.0 at
http://www.apache.org/licenses/LICENSE-2.0.
Unless required by applicable law or agreed to in writing,
software distributed under the Apache License Version 2.0 is distributed on
an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either
express or implied. See the Apache License Version 2.0 for the specific
language governing permissions and limitations there under.
Authors: Anuj More, Alex Dean, Fred Blundun
Copyright: Copyright (c) 2013-2014 Snowplow Analytics Ltd
License: Apache License Version 2.0
"""
import time
import uuid
import six
from contracts import contract, new_contract
from snowplow_tracker import payload, _version, SelfDescribingJson
from snowplow_tracker import subject as _subject
from snowplow_tracker.timestamp import Timestamp, TrueTimestamp, DeviceTimestamp
"""
Constants & config
"""
VERSION = "py-%s" % _version.__version__
DEFAULT_ENCODE_BASE64 = True
BASE_SCHEMA_PATH = "iglu:com.snowplowanalytics.snowplow"
SCHEMA_TAG = "jsonschema"
CONTEXT_SCHEMA = "%s/contexts/%s/1-0-1" % (BASE_SCHEMA_PATH, SCHEMA_TAG)
UNSTRUCT_EVENT_SCHEMA = "%s/unstruct_event/%s/1-0-0" % (BASE_SCHEMA_PATH, SCHEMA_TAG)
FORM_NODE_NAMES = ("INPUT", "TEXTAREA", "SELECT")
FORM_TYPES = (
"button", "checkbox", "color", "date", "datetime",
"datetime-local", "email", "file", "hidden", "image", "month",
"number", "password", "radio", "range", "reset", "search",
"submit", "tel", "text", "time", "url", "week"
)
"""
Tracker class
"""
class Tracker:
new_contract("not_none", lambda s: s is not None)
new_contract("non_empty_string", lambda s: isinstance(s, six.string_types)
and len(s) > 0)
new_contract("string_or_none", lambda s: (isinstance(s, six.string_types)
and len(s) > 0) or s is None)
new_contract("payload", lambda s: isinstance(s, payload.Payload))
new_contract("tracker", lambda s: isinstance(s, Tracker))
new_contract("emitter", lambda s: hasattr(s, "input"))
new_contract("self_describing_json", lambda s: isinstance(s, SelfDescribingJson))
new_contract("context_array", "list(self_describing_json)")
new_contract("form_node_name", lambda s: s in FORM_NODE_NAMES)
new_contract("form_type", lambda s: s.lower() in FORM_TYPES)
new_contract("timestamp", lambda x: (isinstance(x, Timestamp)))
new_contract("form_element", lambda x: Tracker.check_form_element(x))
@contract
def __init__(self, emitters, subject=None,
namespace=None, app_id=None, encode_base64=DEFAULT_ENCODE_BASE64):
"""
:param emitters: Emitters to which events will be sent
:type emitters: list[>0](emitter) | emitter
:param subject: Subject to be tracked
:type subject: subject | None
:param namespace: Identifier for the Tracker instance
:type namespace: string_or_none
:param app_id: Application ID
:type app_id: string_or_none
:param encode_base64: Whether JSONs in the payload should be base-64 encoded
:type encode_base64: bool
"""
if subject is None:
subject = _subject.Subject()
if type(emitters) is list:
self.emitters = emitters
else:
self.emitters = [emitters]
self.subject = subject
self.encode_base64 = encode_base64
self.standard_nv_pairs = {
"tv": VERSION,
"tna": namespace,
"aid": app_id
}
self.timer = None
@staticmethod
@contract
def get_uuid():
"""
Set transaction ID for the payload once during the lifetime of the
event.
:rtype: string
"""
return str(uuid.uuid4())
@staticmethod
@contract
def get_timestamp(tstamp=None):
"""
:param tstamp: User-input timestamp or None
:type tstamp: int | float | None
:rtype: int
"""
if tstamp is None:
return int(time.time() * 1000)
elif isinstance(tstamp, (int, float, )):
return int(tstamp)
"""
Tracking methods
"""
@contract
def track(self, pb):
"""
Send the payload to a emitter
:param pb: Payload builder
:type pb: payload
:rtype: tracker
"""
for emitter in self.emitters:
emitter.input(pb.nv_pairs)
return self
@contract
def complete_payload(self, pb, context, tstamp):
"""
Called by all tracking events to add the standard name-value pairs
to the Payload object irrespective of the tracked event.
:param pb: Payload builder
:type pb: payload
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: Optional user-provided timestamp for the event
:type tstamp: timestamp | int | float | None
:rtype: tracker
"""
pb.add("eid", Tracker.get_uuid())
if isinstance(tstamp, TrueTimestamp):
pb.add("ttm", tstamp.value)
if isinstance(tstamp, DeviceTimestamp):
pb.add("dtm", Tracker.get_timestamp(tstamp.value))
elif isinstance(tstamp, (int, float, type(None))):
pb.add("dtm", Tracker.get_timestamp(tstamp))
if context is not None:
context_jsons = list(map(lambda c: c.to_json(), context))
context_envelope = SelfDescribingJson(CONTEXT_SCHEMA, context_jsons).to_json()
pb.add_json(context_envelope, self.encode_base64, "cx", "co")
pb.add_dict(self.standard_nv_pairs)
pb.add_dict(self.subject.standard_nv_pairs)
return self.track(pb)
@contract
def track_page_view(self, page_url, page_title=None, referrer=None, context=None, tstamp=None):
"""
:param page_url: URL of the viewed page
:type page_url: non_empty_string
:param page_title: Title of the viewed page
:type page_title: string_or_none
:param referrer: Referrer of the page
:type referrer: string_or_none
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: Optional user-provided timestamp for the event
:type tstamp: timestamp | int | float | None
:rtype: tracker
"""
pb = payload.Payload()
pb.add("e", "pv") # pv: page view
pb.add("url", page_url)
pb.add("page", page_title)
pb.add("refr", referrer)
return self.complete_payload(pb, context, tstamp)
@contract
def track_page_ping(self, page_url, page_title=None, referrer=None, min_x=None, max_x=None, min_y=None, max_y=None, context=None, tstamp=None):
"""
:param page_url: URL of the viewed page
:type page_url: non_empty_string
:param page_title: Title of the viewed page
:type page_title: string_or_none
:param referrer: Referrer of the page
:type referrer: string_or_none
:param min_x: Minimum page x offset seen in the last ping period
:type min_x: int | None
:param max_x: Maximum page x offset seen in the last ping period
:type max_x: int | None
:param min_y: Minimum page y offset seen in the last ping period
:type min_y: int | None
:param max_y: Maximum page y offset seen in the last ping period
:type max_y: int | None
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: Optional user-provided timestamp for the event
:type tstamp: timestamp | int | float | None
:rtype: tracker
"""
pb = payload.Payload()
pb.add("e", "pp") # pp: page ping
pb.add("url", page_url)
pb.add("page", page_title)
pb.add("refr", referrer)
pb.add("pp_mix", min_x)
pb.add("pp_max", max_x)
pb.add("pp_miy", min_y)
pb.add("pp_may", max_y)
return self.complete_payload(pb, context, tstamp)
@contract
def track_link_click(self, target_url, element_id=None,
element_classes=None, element_target=None,
element_content=None, context=None, tstamp=None):
"""
:param target_url: Target URL of the link
:type target_url: non_empty_string
:param element_id: ID attribute of the HTML element
:type element_id: string_or_none
:param element_classes: Classes of the HTML element
:type element_classes: list(str) | tuple(str,*) | None
:param element_content: The content of the HTML element
:type element_content: string_or_none
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: Optional user-provided timestamp for the event
:type tstamp: timestamp | int | float | None
:rtype: tracker
"""
properties = {}
properties["targetUrl"] = target_url
if element_id is not None:
properties["elementId"] = element_id
if element_classes is not None:
properties["elementClasses"] = element_classes
if element_target is not None:
properties["elementTarget"] = element_target
if element_content is not None:
properties["elementContent"] = element_content
event_json = SelfDescribingJson("%s/link_click/%s/1-0-1" % (BASE_SCHEMA_PATH, SCHEMA_TAG), properties)
return self.track_unstruct_event(event_json, context, tstamp)
@contract
def track_add_to_cart(self, sku, quantity, name=None, category=None,
unit_price=None, currency=None, context=None,
tstamp=None):
"""
:param sku: Item SKU or ID
:type sku: non_empty_string
:param quantity: Number added to cart
:type quantity: int
:param name: Item's name
:type name: string_or_none
:param category: Item's category
:type category: string_or_none
:param unit_price: Item's price
:type unit_price: int | float | None
:param currency: Type of currency the price is in
:type currency: string_or_none
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: Optional user-provided timestamp for the event
:type tstamp: timestamp | int | float | None
:rtype: tracker
"""
properties = {}
properties["sku"] = sku
properties["quantity"] = quantity
if name is not None:
properties["name"] = name
if category is not None:
properties["category"] = category
if unit_price is not None:
properties["unitPrice"] = unit_price
if currency is not None:
properties["currency"] = currency
event_json = SelfDescribingJson("%s/add_to_cart/%s/1-0-0" % (BASE_SCHEMA_PATH, SCHEMA_TAG), properties)
return self.track_unstruct_event(event_json, context, tstamp)
@contract
def track_remove_from_cart(self, sku, quantity, name=None, category=None,
unit_price=None, currency=None, context=None,
tstamp=None):
"""
:param sku: Item SKU or ID
:type sku: non_empty_string
:param quantity: Number added to cart
:type quantity: int
:param name: Item's name
:type name: string_or_none
:param category: Item's category
:type category: string_or_none
:param unit_price: Item's price
:type unit_price: int | float | None
:param currency: Type of currency the price is in
:type currency: string_or_none
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: Optional user-provided timestamp for the event
:type tstamp: timestamp | int | float | None
:rtype: tracker
"""
properties = {}
properties["sku"] = sku
properties["quantity"] = quantity
if name is not None:
properties["name"] = name
if category is not None:
properties["category"] = category
if unit_price is not None:
properties["unitPrice"] = unit_price
if currency is not None:
properties["currency"] = currency
event_json = SelfDescribingJson("%s/remove_from_cart/%s/1-0-0" % (BASE_SCHEMA_PATH, SCHEMA_TAG), properties)
return self.track_unstruct_event(event_json, context, tstamp)
@contract
def track_form_change(self, form_id, element_id, node_name, value, type_=None,
element_classes=None, context=None, tstamp=None):
"""
:param form_id: ID attribute of the HTML form
:type form_id: non_empty_string
:param element_id: ID attribute of the HTML element
:type element_id: string_or_none
:param node_name: Type of input element
:type node_name: form_node_name
:param value: Value of the input element
:type value: string_or_none
:param type_: Type of data the element represents
:type type_: non_empty_string, form_type
:param element_classes: Classes of the HTML element
:type element_classes: list(str) | tuple(str,*) | None
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: Optional user-provided timestamp for the event
:type tstamp: timestamp | int | float | None
:rtype: tracker
"""
properties = dict()
properties["formId"] = form_id
properties["elementId"] = element_id
properties["nodeName"] = node_name
properties["value"] = value
if type_ is not None:
properties["type"] = type_
if element_classes is not None:
properties["elementClasses"] = element_classes
event_json = SelfDescribingJson("%s/change_form/%s/1-0-0" % (BASE_SCHEMA_PATH, SCHEMA_TAG), properties)
return self.track_unstruct_event(event_json, context, tstamp)
@contract
def track_form_submit(self, form_id, form_classes=None, elements=None,
context=None, tstamp=None):
"""
:param form_id: ID attribute of the HTML form
:type form_id: non_empty_string
:param form_classes: Classes of the HTML form
:type form_classes: list(str) | tuple(str,*) | None
:param elements: Classes of the HTML form
:type elements: list(form_element) | None
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: Optional user-provided timestamp for the event
:type tstamp: timestamp | int | float | None
:rtype: tracker
"""
properties = dict()
properties['formId'] = form_id
if form_classes is not None:
properties['formClasses'] = form_classes
if elements is not None and len(elements) > 0:
properties['elements'] = elements
event_json = SelfDescribingJson("%s/submit_form/%s/1-0-0" % (BASE_SCHEMA_PATH, SCHEMA_TAG), properties)
return self.track_unstruct_event(event_json, context, tstamp)
@contract
def track_site_search(self, terms, filters=None, total_results=None,
page_results=None, context=None, tstamp=None):
"""
:param terms: Search terms
:type terms: seq[>=1](str)
:param filters: Filters applied to the search
:type filters: dict(str:str|bool) | None
:param total_results: Total number of results returned
:type total_results: int | None
:param page_results: Total number of pages of results
:type page_results: int | None
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: Optional user-provided timestamp for the event
:type tstamp: timestamp | int | float | None
:rtype: tracker
"""
properties = {}
properties["terms"] = terms
if filters is not None:
properties["filters"] = filters
if total_results is not None:
properties["totalResults"] = total_results
if page_results is not None:
properties["pageResults"] = page_results
event_json = SelfDescribingJson("%s/site_search/%s/1-0-0" % (BASE_SCHEMA_PATH, SCHEMA_TAG), properties)
return self.track_unstruct_event(event_json, context, tstamp)
@contract
def track_ecommerce_transaction_item(self, order_id, sku, price, quantity,
name=None, category=None, currency=None,
context=None,
tstamp=None):
"""
This is an internal method called by track_ecommerce_transaction.
It is not for public use.
:param order_id: Order ID
:type order_id: non_empty_string
:param sku: Item SKU
:type sku: non_empty_string
:param price: Item price
:type price: int | float
:param quantity: Item quantity
:type quantity: int
:param name: Item name
:type name: string_or_none
:param category: Item category
:type category: string_or_none
:param currency: The currency the price is expressed in
:type currency: string_or_none
:param context: Custom context for the event
:type context: context_array | None
:rtype: tracker
"""
pb = payload.Payload()
pb.add("e", "ti")
pb.add("ti_id", order_id)
pb.add("ti_sk", sku)
pb.add("ti_nm", name)
pb.add("ti_ca", category)
pb.add("ti_pr", price)
pb.add("ti_qu", quantity)
pb.add("ti_cu", currency)
return self.complete_payload(pb, context, tstamp)
@contract
def track_ecommerce_transaction(self, order_id, total_value,
affiliation=None, tax_value=None, shipping=None,
city=None, state=None, country=None, currency=None,
items=None,
context=None, tstamp=None):
"""
:param order_id: ID of the eCommerce transaction
:type order_id: non_empty_string
:param total_value: Total transaction value
:type total_value: int | float
:param affiliation: Transaction affiliation
:type affiliation: string_or_none
:param tax_value: Transaction tax value
:type tax_value: int | float | None
:param shipping: Delivery cost charged
:type shipping: int | float | None
:param city: Delivery address city
:type city: string_or_none
:param state: Delivery address state
:type state: string_or_none
:param country: Delivery address country
:type country: string_or_none
:param currency: The currency the price is expressed in
:type currency: string_or_none
:param items: The items in the transaction
:type items: list(dict(str:*))
:param context: Custom context for the event
:type context: context_array | None
:rtype: tracker
"""
pb = payload.Payload()
pb.add("e", "tr")
pb.add("tr_id", order_id)
pb.add("tr_tt", total_value)
pb.add("tr_af", affiliation)
pb.add("tr_tx", tax_value)
pb.add("tr_sh", shipping)
pb.add("tr_ci", city)
pb.add("tr_st", state)
pb.add("tr_co", country)
pb.add("tr_cu", currency)
tstamp = Tracker.get_timestamp(tstamp)
self.complete_payload(pb, context, tstamp)
for item in items:
item["tstamp"] = tstamp
item["order_id"] = order_id
item["currency"] = currency
self.track_ecommerce_transaction_item(**item)
return self
@contract
def track_screen_view(self, name=None, id_=None, context=None, tstamp=None):
"""
:param name: The name of the screen view event
:type name: string_or_none
:param id_: Screen view ID
:type id_: string_or_none
:param context: Custom context for the event
:type context: context_array | None
:rtype: tracker
"""
screen_view_properties = {}
if name is not None:
screen_view_properties["name"] = name
if id_ is not None:
screen_view_properties["id"] = id_
event_json = SelfDescribingJson("%s/screen_view/%s/1-0-0" % (BASE_SCHEMA_PATH, SCHEMA_TAG), screen_view_properties)
return self.track_unstruct_event(event_json, context, tstamp)
@contract
def track_struct_event(self, category, action, label=None, property_=None, value=None,
context=None,
tstamp=None):
"""
:param category: Category of the event
:type category: non_empty_string
:param action: The event itself
:type action: non_empty_string
:param label: Refer to the object the action is
performed on
:type label: string_or_none
:param property_: Property associated with either the action
or the object
:type property_: string_or_none
:param value: A value associated with the user action
:type value: int | float | None
:param context: Custom context for the event
:type context: context_array | None
:rtype: tracker
"""
pb = payload.Payload()
pb.add("e", "se")
pb.add("se_ca", category)
pb.add("se_ac", action)
pb.add("se_la", label)
pb.add("se_pr", property_)
pb.add("se_va", value)
return self.complete_payload(pb, context, tstamp)
@contract
def track_unstruct_event(self, event_json, context=None, tstamp=None):
"""
:param event_json: The properties of the event. Has two field:
A "data" field containing the event properties and
A "schema" field identifying the schema against which the data is validated
:type event_json: self_describing_json
:param context: Custom context for the event
:type context: context_array | None
:param tstamp: User-set timestamp
:type tstamp: timestamp | int | None
:rtype: tracker
"""
envelope = SelfDescribingJson(UNSTRUCT_EVENT_SCHEMA, event_json.to_json()).to_json()
pb = payload.Payload()
pb.add("e", "ue")
pb.add_json(envelope, self.encode_base64, "ue_px", "ue_pr")
return self.complete_payload(pb, context, tstamp)
# Alias
track_self_describing_event = track_unstruct_event
@contract
def flush(self, async=False):
"""
Flush the emitter
:param async: Whether the flush is done asynchronously. Default is False
:type async: bool
:rtype: tracker
"""
for emitter in self.emitters:
if async:
emitter.flush()
else:
emitter.sync_flush()
return self
@contract
def set_subject(self, subject):
"""
Set the subject of the events fired by the tracker
:param subject: Subject to be tracked
:type subject: subject | None
:rtype: tracker
"""
self.subject = subject
return self
@contract
def add_emitter(self, emitter):
"""
Add a new emitter to which events should be passed
:param emitter: New emitter
:type emitter: emitter
:rtype: tracker
"""
self.emitters.append(emitter)
return self
@staticmethod
def check_form_element(element):
"""
PyContracts helper method to check that dictionary conforms element
in sumbit_form and change_form schemas
"""
all_present = isinstance(element, dict) and 'name' in element and 'value' in element and 'nodeName' in element
try:
if element['type'] in FORM_TYPES:
type_valid = True
else:
type_valid = False
except KeyError:
type_valid = True
return all_present and element['nodeName'] in FORM_NODE_NAMES and type_valid