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Merge pull request #30 from artefactory/dev
NCK v1.1
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PROJECT_ID=artefact-docker-containers | ||
DOCKER_IMAGE=nautilus-connector-kit | ||
DOCKER_TAG=1.4.0 | ||
DOCKER_IMAGE=nautilus-connectors-kit-dev | ||
DOCKER_TAG=v1.1 | ||
DOCKER_REGISTRY=eu.gcr.io |
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# GNU Lesser General Public License v3.0 only | ||
# Copyright (C) 2020 Artefact | ||
# licence-information@artefact.com | ||
# | ||
# This program is free software; you can redistribute it and/or | ||
# modify it under the terms of the GNU Lesser General Public | ||
# License as published by the Free Software Foundation; either | ||
# version 3 of the License, or (at your option) any later version. | ||
# | ||
# This program is distributed in the hope that it will be useful, | ||
# but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | ||
# Lesser General Public License for more details. | ||
# | ||
# You should have received a copy of the GNU Lesser General Public License | ||
# along with this program; if not, write to the Free Software Foundation, | ||
# Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. | ||
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import logging | ||
from datetime import datetime, timedelta | ||
import requests | ||
import jwt | ||
from tenacity import retry, wait_exponential, stop_after_delay | ||
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IMS_HOST = "ims-na1.adobelogin.com" | ||
IMS_EXCHANGE = "https://ims-na1.adobelogin.com/ims/exchange/jwt" | ||
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logging.basicConfig(level="INFO") | ||
logger = logging.getLogger() | ||
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class AdobeClient: | ||
""" | ||
Create an Adobe Client for JWT Authentification. | ||
Doc: https://github.com/AdobeDocs/adobeio-auth/blob/stage/JWT/JWT.md | ||
Most of the code is taken from this repo: | ||
https://github.com/AdobeDocs/analytics-2.0-apis/tree/master/examples/jwt/python | ||
""" | ||
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def __init__(self, client_id, client_secret, tech_account_id, org_id, private_key): | ||
self.client_id = client_id | ||
self.client_secret = client_secret | ||
self.tech_account_id = tech_account_id | ||
self.org_id = org_id | ||
self.private_key = private_key | ||
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# Creating jwt_token attribute | ||
logging.info("Getting jwt_token.") | ||
self.jwt_token = jwt.encode( | ||
{ | ||
"exp": datetime.utcnow() + timedelta(seconds=30), | ||
"iss": self.org_id, | ||
"sub": self.tech_account_id, | ||
f"https://{IMS_HOST}/s/ent_analytics_bulk_ingest_sdk": True, | ||
"aud": f"https://{IMS_HOST}/c/{self.client_id}", | ||
}, | ||
self.private_key, | ||
algorithm="RS256", | ||
) | ||
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# Creating access_token attribute | ||
logging.info("Getting access_token.") | ||
self.access_token = self.get_access_token() | ||
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@retry(wait=wait_exponential(multiplier=60, min=60, max=1200), stop=stop_after_delay(3600)) | ||
def get_access_token(self): | ||
post_body = {"client_id": self.client_id, "client_secret": self.client_secret, "jwt_token": self.jwt_token} | ||
response = requests.post(IMS_EXCHANGE, data=post_body) | ||
return response.json()["access_token"] | ||
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def build_request_headers(self, global_company_id): | ||
""" | ||
Build request headers to be used to interract with Adobe Analytics APIs 2.0. | ||
""" | ||
return { | ||
"Accept": "application/json", | ||
"Authorization": f"Bearer {self.access_token}", | ||
"Content-Type": "application/json", | ||
"x-api-key": self.client_id, | ||
"x-proxy-global-company-id": global_company_id, | ||
} |
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# GNU Lesser General Public License v3.0 only | ||
# Copyright (C) 2020 Artefact | ||
# licence-information@artefact.com | ||
# | ||
# This program is free software; you can redistribute it and/or | ||
# modify it under the terms of the GNU Lesser General Public | ||
# License as published by the Free Software Foundation; either | ||
# version 3 of the License, or (at your option) any later version. | ||
# | ||
# This program is distributed in the hope that it will be useful, | ||
# but WITHOUT ANY WARRANTY; without even the implied warranty of | ||
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | ||
# Lesser General Public License for more details. | ||
# | ||
# You should have received a copy of the GNU Lesser General Public License | ||
# along with this program; if not, write to the Free Software Foundation, | ||
# Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA. | ||
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import logging | ||
from datetime import datetime | ||
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logging.basicConfig(level="INFO") | ||
logger = logging.getLogger() | ||
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class APIRateLimitError(Exception): | ||
def __init__(self, message): | ||
super().__init__(message) | ||
logging.error(message) | ||
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def add_metric_container_to_report_description( | ||
rep_desc, dimensions, metrics, breakdown_item_ids | ||
): | ||
""" | ||
Filling the metricContainer section of a report description: | ||
- Creates 1 filter per dimension breakdown x metric | ||
- Applies filters to each metric | ||
""" | ||
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nb_breakdowns = len(breakdown_item_ids) | ||
nb_metrics = len(metrics) | ||
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rep_desc["metricContainer"]["metricFilters"] = [ | ||
{ | ||
"id": i + j * nb_breakdowns, | ||
"type": "breakdown", | ||
"dimension": f"variables/{dimensions[i]}", | ||
"itemId": breakdown_item_ids[i], | ||
} | ||
for j in range(nb_metrics) | ||
for i in range(nb_breakdowns) | ||
] | ||
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rep_desc["metricContainer"]["metrics"] = [ | ||
{ | ||
"id": f"metrics/{metrics[j]}", | ||
"filters": [i + j * nb_breakdowns for i in range(nb_breakdowns)], | ||
} | ||
for j in range(nb_metrics) | ||
] | ||
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return rep_desc | ||
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def get_node_values_from_response(response): | ||
""" | ||
Extracting dimension values from a report response, | ||
and returning them into a dictionnary of nodes: {name_itemId: value} | ||
For instance: {'daterangeday_1200201': 'Mar 1, 2020'} | ||
""" | ||
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name = response["columns"]["dimension"]["id"].split("/")[1] | ||
values = [row["value"] for row in response["rows"]] | ||
item_ids = [row["itemId"] for row in response["rows"]] | ||
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return {f"{name}_{item_id}": value for (item_id, value) in zip(item_ids, values)} | ||
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def get_item_ids_from_nodes(list_of_strings): | ||
""" | ||
Extacting item_ids from a list of nodes, | ||
each node being expressed as 'name_itemId' | ||
""" | ||
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return [string.split("_")[1] for string in list_of_strings if string] | ||
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def format_date(date_string): | ||
""" | ||
Input: "Jan 1, 2020" | ||
Output: "2020-01-01" | ||
""" | ||
return datetime.strptime(date_string, "%b %d, %Y").strftime("%Y-%m-%d") | ||
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def parse_response(response, metrics, parent_dim_parsed): | ||
""" | ||
Parsing a raw JSON response into the following format: | ||
{dimension: value, metric: value} (1 dictionnary per row) | ||
""" | ||
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dimension = response["columns"]["dimension"]["id"].split("variables/")[1] | ||
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for row in response["rows"]: | ||
parsed_row_metrics = {m: v for m, v in zip(metrics, row["data"])} | ||
parsed_row = { | ||
**parent_dim_parsed, | ||
dimension: row["value"], | ||
**parsed_row_metrics, | ||
} | ||
parsed_row = { | ||
k: (format_date(v) if k == "daterangeday" else v) | ||
for k, v in parsed_row.items() | ||
} | ||
yield parsed_row |
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