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feat(cellguide): upload json script (#6426)
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""" | ||
This is a script to upload cellguide descriptions using the /cellguide/v1/upload endpoint. | ||
It requires a csv file to be present in the scripts directory with the following columns: | ||
Cell Ontology ID, Final version (QC'd), Supporting reference 1, Supporting reference 2, Supporting reference 3, | ||
Supporting reference 4, Supporting reference 5 | ||
The script will convert the csv to json and post each row to the endpoint. | ||
Step 1 - Login: python upload_cellguide_descriptions.py --deployment staging login --api_key <api_key> | ||
Step 2 - Upload: python upload_cellguide_descriptions.py --deployment staging upload --path cl_descriptions.csv | ||
""" | ||
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import csv | ||
import json | ||
import os | ||
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import click | ||
import requests | ||
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@click.group() | ||
@click.option("--deployment", default="test", show_default=True, help="The name of the deployment to target") | ||
@click.pass_context | ||
def cli(ctx, deployment): | ||
""" | ||
Set deployment stage and api base url | ||
""" | ||
os.environ["DEPLOYMENT_STAGE"] = deployment | ||
api_base = { | ||
"test" or "dev": "https://api.cellxgene.dev.single-cell.czi.technology", | ||
"staging": "https://api.cellxgene.staging.single-cell.czi.technology", | ||
"production": "https://api.cellxgene.cziscience.com", | ||
} | ||
ctx.obj = {"api_base": api_base[deployment]} | ||
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@cli.command() | ||
@click.pass_context | ||
@click.option("--api_key", default="", help="curator api key") | ||
def login(ctx, api_key): | ||
""" | ||
Login using the curator api key | ||
""" | ||
login_url = f"{ctx.obj['api_base']}/curation/v1/auth/token" | ||
headers = {"Content-Type": "application/json", "x-api-key": api_key} | ||
response = requests.post(login_url, headers=headers) | ||
os.environ["API_TOKEN"] = json.loads(response.text)["access_token"] | ||
click.echo(f"API_TOKEN has been set to {os.environ['API_TOKEN']}!") | ||
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@cli.command() | ||
@click.option("--path", default=".", help="path to csv") | ||
@click.pass_context | ||
def upload(ctx, path): | ||
""" | ||
Upload cellguide descriptions | ||
""" | ||
api_token = os.environ.get("API_TOKEN") | ||
if not api_token: | ||
click.echo("API_TOKEN is not set. Please run login first.") | ||
return | ||
click.echo(api_token) | ||
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url = f"{ctx.obj['api_base']}/cellguide/v1/upload" | ||
headers = {"Content-Type": "application/json", "Authorization": f"Bearer {api_token}"} | ||
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with open(path, "r") as file: | ||
reader = csv.DictReader(file) | ||
for row in reader: | ||
json_row = convert_to_json(row) | ||
response = requests.post(url, headers=headers, data=json_row) | ||
click.echo(response.text) | ||
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def convert_to_json(csv_row): | ||
""" | ||
Convert csv row to json | ||
""" | ||
json_row = { | ||
"cell_ontology_term_id": csv_row["Cell Ontology ID"].replace(":", "_"), | ||
"description": csv_row["Final version (QC'd)"], | ||
"references": format_references(csv_row), | ||
} | ||
return json.dumps(json_row) | ||
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def format_references(csv_row): | ||
""" | ||
Format references list | ||
""" | ||
references = [] | ||
for i in range(1, 6): | ||
if csv_row[f"Supporting reference {i}"]: | ||
url = csv_row[f"Supporting reference {i}"] | ||
if not (url.startswith("http://") or url.startswith("https://")): | ||
url = "https://www.doi.org/" + url | ||
references.append(url) | ||
return references | ||
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if __name__ == "__main__": | ||
cli() |