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Plot env without agent reporters

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This commit is contained in:
J. Fernando Sánchez 2023-04-24 18:06:37 +02:00
parent 93d23e4cab
commit d13e4eb4b9
1 changed files with 10 additions and 5 deletions
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15
soil/analysis.py
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@ -1,12 +1,11 @@
import os
import sys
import sqlalchemy
import pandas as pd
from collections import namedtuple
def plot(env, agent_df=None, model_df=None, steps=False, ignore=["agent_count", ]):
"""Plot the model dataframe and agent dataframe together."""
if agent_df is None:
agent_df = env.agent_df()
if model_df is None:
model_df = env.model_df()
ignore = list(ignore)
@ -16,9 +15,15 @@ def plot(env, agent_df=None, model_df=None, steps=False, ignore=["agent_count",
ignore.append("time")
ax = model_df.drop(ignore, axis='columns').plot();
if not agent_df.empty:
agent_df.unstack().apply(lambda x: x.value_counts(),
axis=1).fillna(0).plot(ax=ax, secondary_y=True);
if agent_df is None:
try:
agent_df = env.agent_df()
except UserWarning:
print("No agent dataframe provided and no agent reporters found. Skipping agent plot.", file=sys.stderr)
return
agent_df.unstack().apply(lambda x: x.value_counts(),
axis=1).fillna(0).plot(ax=ax, secondary_y=True);
Results = namedtuple("Results", ["config", "parameters", "env", "agents"])
#TODO implement reading from CSV and SQLITE