[BUG] generate_twitter_agent_graph does not work with JSON user data #164
Description
Required prerequisites
- I have read the documentation https://docs.oasis.camel-ai.org/.
- I have searched the Issue Tracker and Discussions that this hasn't already been reported. (+1 or comment there if it has.)
- Consider asking first in a Discussion.
What version of camel-oasis are you using?
0.2.3
System information
3.10.16 (main, Dec 3 2024, 17:27:57) [Clang 19.1.7 ] darwin
0.2.3
Problem description
Running the code in Twitter Simulation Example leads to the following error:
pandas.errors.ParserError: Error tokenizing data. C error: Expected 1 fields in line 3, saw 2
Possible Solution
In oasis/social_agent/agents_generator.py (Function generate_twitter_agent_graph), the following is the first line:
agent_info = pd.read_csv(profile_path)This means it tries to read from a CSV. However, the example is provided in JSON format, which is incompatible. Therefore, this line should be changed to the line from the similar function generate_reddit_agent_graph, which is:
agent_graph = AgentGraph()
with open(profile_path, "r") as file:
agent_info = json.load(file)Reproducible example code
See guide from Twitter Simulation Documentation.
Traceback
Traceback (most recent call last):
File "/Users/someone/Git/oasis/backend/simulation.py", line 94, in <module>
asyncio.run(main())
File "/nix/store/1zajgd4p9dxxkkprrk7djzkfd2dlcx1i-python3-3.10.16/lib/python3.10/asyncio/runners.py", line 44, in run
return loop.run_until_complete(main)
File "/nix/store/1zajgd4p9dxxkkprrk7djzkfd2dlcx1i-python3-3.10.16/lib/python3.10/asyncio/base_events.py", line 649, in run_until_complete
return future.result()
File "/Users/someone/Git/oasis/backend/simulation.py", line 36, in main
agent_graph = await generate_twitter_agent_graph(
File "/Users/someone/Library/Caches/pypoetry/virtualenvs/oasis-Mv7OdWUu-py3.10/lib/python3.10/site-packages/oasis/social_agent/agents_generator.py", line 620, in generate_twitter_agent_graph
agent_info = pd.read_csv(profile_path)
File "/Users/someone/Library/Caches/pypoetry/virtualenvs/oasis-Mv7OdWUu-py3.10/lib/python3.10/site-packages/pandas/io/parsers/readers.py", line 1026, in read_csv
return _read(filepath_or_buffer, kwds)
File "/Users/someone/Library/Caches/pypoetry/virtualenvs/oasis-Mv7OdWUu-py3.10/lib/python3.10/site-packages/pandas/io/parsers/readers.py", line 626, in _read
return parser.read(nrows)
File "/Users/someone/Library/Caches/pypoetry/virtualenvs/oasis-Mv7OdWUu-py3.10/lib/python3.10/site-packages/pandas/io/parsers/readers.py", line 1923, in read
) = self._engine.read( # type: ignore[attr-defined]
File "/Users/someone/Library/Caches/pypoetry/virtualenvs/oasis-Mv7OdWUu-py3.10/lib/python3.10/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 234, in read
chunks = self._reader.read_low_memory(nrows)
File "parsers.pyx", line 838, in pandas._libs.parsers.TextReader.read_low_memory
File "parsers.pyx", line 905, in pandas._libs.parsers.TextReader._read_rows
File "parsers.pyx", line 874, in pandas._libs.parsers.TextReader._tokenize_rows
File "parsers.pyx", line 891, in pandas._libs.parsers.TextReader._check_tokenize_status
File "parsers.pyx", line 2061, in pandas._libs.parsers.raise_parser_error
pandas.errors.ParserError: Error tokenizing data. C error: Expected 1 fields in line 3, saw 2Expected behavior
A working code.
Additional context
No response