wehub-resource-sync
ec2b666284
Continuous Integration / Pre-commit Linter (push) Has been cancelled
Continuous Integration / Mypy Check (Python 3.10) (push) Has been cancelled
Continuous Integration / Mypy Check (Python 3.11) (push) Has been cancelled
Continuous Integration / Mypy Check (Python 3.12) (push) Has been cancelled
Continuous Integration / Mypy Check (Python 3.13) (push) Has been cancelled
Continuous Integration / Unit Tests (Python 3.10) (push) Has been cancelled
Continuous Integration / Unit Tests (Python 3.11) (push) Has been cancelled
Continuous Integration / Unit Tests (Python 3.12) (push) Has been cancelled
Continuous Integration / Unit Tests (Python 3.13) (push) Has been cancelled
Continuous Integration / Unit Tests (Python 3.14) (push) Has been cancelled
Continuous Integration / A2A v0.3 Tests (Python 3.10) (push) Has been cancelled
Continuous Integration / A2A v0.3 Tests (Python 3.11) (push) Has been cancelled
Continuous Integration / A2A v0.3 Tests (Python 3.12) (push) Has been cancelled
Copybara PR Handler / close-imported-pr (push) Has been cancelled
Continuous Integration / A2A v0.3 Tests (Python 3.13) (push) Has been cancelled
Continuous Integration / A2A v0.3 Tests (Python 3.14) (push) Has been cancelled
53 lines
2.3 KiB
Python
53 lines
2.3 KiB
Python
# Copyright 2026 Google LLC
|
|
#
|
|
# Licensed under the Apache License, Version 2.0 (the "License");
|
|
# you may not use this file except in compliance with the License.
|
|
# You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing, software
|
|
# distributed under the License is distributed on an "AS IS" BASIS,
|
|
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
|
# See the License for the specific language governing permissions and
|
|
# limitations under the License.
|
|
|
|
"""A data analysis agent that runs Python in an E2B remote sandbox."""
|
|
|
|
from google.adk import Agent
|
|
from google.adk.integrations.e2b import E2BEnvironment
|
|
from google.adk.tools.environment import EnvironmentToolset
|
|
|
|
root_agent = Agent(
|
|
name="data_analysis_agent",
|
|
description=(
|
|
"A data analysis agent that downloads public datasets and analyzes"
|
|
" them inside an E2B remote sandbox."
|
|
),
|
|
instruction="""\
|
|
You are a data analysis assistant. You work inside an isolated E2B remote
|
|
sandbox that has internet access, where you can safely download data and run
|
|
Python, so you never touch the user's machine.
|
|
|
|
To analyze a dataset:
|
|
1. Download it from the internet into the working directory, e.g. with
|
|
`curl -O <url>` or `wget <url>`. If the user does not give a URL, use the
|
|
public world demographics dataset hosted on Google Cloud Storage at
|
|
https://storage.googleapis.com/covid19-open-data/v3/demographics.csv
|
|
2. Install whatever you need on demand, e.g. `pip install pandas`.
|
|
3. Write a short Python script that loads the data and computes the answer.
|
|
4. Run the script and report the result, showing the numbers you found.
|
|
|
|
Notes on the demographics CSV above: it is a proper CSV with a header row.
|
|
Each row is one location, identified by `location_key`. Country-level rows use
|
|
a two-letter ISO code (e.g. `US`, `CN`, `IN`); subregions use keys containing
|
|
an underscore (e.g. `US_CA`), so filter those out when you want countries only.
|
|
Useful columns include `population`, `population_male`, `population_female`,
|
|
`population_urban`, `population_rural`, and `population_density`.
|
|
|
|
Prefer writing a script and executing it over guessing. If a command fails,
|
|
read the error, fix the script, and try again.
|
|
""",
|
|
tools=[EnvironmentToolset(environment=E2BEnvironment())],
|
|
)
|