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Create and get Pipelines with api key as input parameter #187

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merged 1 commit into from
Jun 7, 2024
Merged

Create and get Pipelines with api key as input parameter #187

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18 changes: 12 additions & 6 deletions aixplain/factories/pipeline_factory.py
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Original file line number Diff line number Diff line change
Expand Up @@ -73,7 +73,9 @@ def get(cls, pipeline_id: Text, api_key: Optional[Text] = None) -> Pipeline:
resp = None
try:
url = urljoin(cls.backend_url, f"sdk/pipelines/{pipeline_id}")
if cls.aixplain_key != "":
if api_key is not None:
headers = {"Authorization": f"Token {api_key}", "Content-Type": "application/json"}
elif cls.aixplain_key != "":
headers = {"x-aixplain-key": f"{cls.aixplain_key}", "Content-Type": "application/json"}
else:
headers = {"Authorization": f"Token {config.TEAM_API_KEY}", "Content-Type": "application/json"}
Expand All @@ -86,7 +88,7 @@ def get(cls, pipeline_id: Text, api_key: Optional[Text] = None) -> Pipeline:
resp["api_key"] = api_key
pipeline = cls.__from_response(resp)
return pipeline
except Exception as e:
except Exception:
status_code = 400
if resp is not None and "statusCode" in resp:
status_code = resp["statusCode"]
Expand Down Expand Up @@ -172,7 +174,7 @@ def list(
else:
headers = {"Authorization": f"Token {config.TEAM_API_KEY}", "Content-Type": "application/json"}

assert 0 < page_size <= 100, f"Pipeline List Error: Page size must be greater than 0 and not exceed 100."
assert 0 < page_size <= 100, "Pipeline List Error: Page size must be greater than 0 and not exceed 100."
payload = {
"pageSize": page_size,
"pageNumber": page_number,
Expand Down Expand Up @@ -223,13 +225,16 @@ def list(
return {"results": pipelines, "page_total": page_total, "page_number": page_number, "total": total}

@classmethod
def create(cls, name: Text, pipeline: Union[Text, Dict], status: Text = "draft") -> Pipeline:
def create(
cls, name: Text, pipeline: Union[Text, Dict], status: Text = "draft", api_key: Optional[Text] = None
) -> Pipeline:
"""Pipeline Creation

Args:
name (Text): Pipeline Name
pipeline (Union[Text, Dict]): Pipeline as a Python dictionary or in a JSON file
status (Text, optional): Status of the pipeline. Currently only draft pipelines can be saved. Defaults to "draft".
api_key (Optional[Text], optional): _description_. Defaults to None.

Raises:
Exception: Currently just the creation of draft pipelines are supported
Expand All @@ -250,11 +255,12 @@ def create(cls, name: Text, pipeline: Union[Text, Dict], status: Text = "draft")
# prepare payload
payload = {"name": name, "status": "draft", "architecture": pipeline}
url = urljoin(cls.backend_url, "sdk/pipelines")
headers = {"Authorization": f"Token {config.TEAM_API_KEY}", "Content-Type": "application/json"}
api_key = api_key if api_key is not None else config.TEAM_API_KEY
headers = {"Authorization": f"Token {api_key}", "Content-Type": "application/json"}
logging.info(f"Start service for POST Create Pipeline - {url} - {headers} - {json.dumps(payload)}")
r = _request_with_retry("post", url, headers=headers, json=payload)
response = r.json()

return Pipeline(response["id"], name, config.TEAM_API_KEY)
return Pipeline(response["id"], name, api_key)
except Exception as e:
raise Exception(e)