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| <article id="content"> | |
| <header> | |
| <h1 class="title">Module <code>tinytroupe.extraction.results_reducer</code></h1> | |
| </header> | |
| <section id="section-intro"> | |
| <details class="source"> | |
| <summary> | |
| <span>Expand source code</span> | |
| </summary> | |
| <pre><code class="python">import pandas as pd | |
| from tinytroupe.extraction import logger | |
| from tinytroupe.agent import TinyPerson | |
| class ResultsReducer: | |
| def __init__(self): | |
| self.results = {} | |
| self.rules = {} | |
| def add_reduction_rule(self, trigger: str, func: callable): | |
| if trigger in self.rules: | |
| raise Exception(f"Rule for {trigger} already exists.") | |
| self.rules[trigger] = func | |
| def reduce_agent(self, agent: TinyPerson) -> list: | |
| reduction = [] | |
| for message in agent.episodic_memory.retrieve_all(): | |
| if message['role'] == 'system': | |
| continue # doing nothing for `system` role yet at least | |
| elif message['role'] == 'user': | |
| # User role is related to stimuli only | |
| stimulus_type = message['content']['stimuli'][0].get('type', None) | |
| stimulus_content = message['content']['stimuli'][0].get('content', None) | |
| stimulus_source = message['content']['stimuli'][0].get('source', None) | |
| stimulus_timestamp = message['simulation_timestamp'] | |
| if stimulus_type in self.rules: | |
| extracted = self.rules[stimulus_type](focus_agent=agent, source_agent=TinyPerson.get_agent_by_name(stimulus_source), target_agent=agent, kind='stimulus', event=stimulus_type, content=stimulus_content, timestamp=stimulus_timestamp) | |
| if extracted is not None: | |
| reduction.append(extracted) | |
| elif message['role'] == 'assistant': | |
| # Assistant role is related to actions only | |
| if 'action' in message['content']: | |
| action_type = message['content']['action'].get('type', None) | |
| action_content = message['content']['action'].get('content', None) | |
| action_target = message['content']['action'].get('target', None) | |
| action_timestamp = message['simulation_timestamp'] | |
| if action_type in self.rules: | |
| extracted = self.rules[action_type](focus_agent=agent, source_agent=agent, target_agent=TinyPerson.get_agent_by_name(action_target), kind='action', event=action_type, content=action_content, timestamp=action_timestamp) | |
| if extracted is not None: | |
| reduction.append(extracted) | |
| return reduction | |
| def reduce_agent_to_dataframe(self, agent: TinyPerson, column_names: list=None) -> pd.DataFrame: | |
| reduction = self.reduce_agent(agent) | |
| return pd.DataFrame(reduction, columns=column_names)</code></pre> | |
| </details> | |
| </section> | |
| <section> | |
| </section> | |
| <section> | |
| </section> | |
| <section> | |
| </section> | |
| <section> | |
| <h2 class="section-title" id="header-classes">Classes</h2> | |
| <dl> | |
| <dt id="tinytroupe.extraction.results_reducer.ResultsReducer"><code class="flex name class"> | |
| <span>class <span class="ident">ResultsReducer</span></span> | |
| </code></dt> | |
| <dd> | |
| <div class="desc"></div> | |
| <details class="source"> | |
| <summary> | |
| <span>Expand source code</span> | |
| </summary> | |
| <pre><code class="python">class ResultsReducer: | |
| def __init__(self): | |
| self.results = {} | |
| self.rules = {} | |
| def add_reduction_rule(self, trigger: str, func: callable): | |
| if trigger in self.rules: | |
| raise Exception(f"Rule for {trigger} already exists.") | |
| self.rules[trigger] = func | |
| def reduce_agent(self, agent: TinyPerson) -> list: | |
| reduction = [] | |
| for message in agent.episodic_memory.retrieve_all(): | |
| if message['role'] == 'system': | |
| continue # doing nothing for `system` role yet at least | |
| elif message['role'] == 'user': | |
| # User role is related to stimuli only | |
| stimulus_type = message['content']['stimuli'][0].get('type', None) | |
| stimulus_content = message['content']['stimuli'][0].get('content', None) | |
| stimulus_source = message['content']['stimuli'][0].get('source', None) | |
| stimulus_timestamp = message['simulation_timestamp'] | |
| if stimulus_type in self.rules: | |
| extracted = self.rules[stimulus_type](focus_agent=agent, source_agent=TinyPerson.get_agent_by_name(stimulus_source), target_agent=agent, kind='stimulus', event=stimulus_type, content=stimulus_content, timestamp=stimulus_timestamp) | |
| if extracted is not None: | |
| reduction.append(extracted) | |
| elif message['role'] == 'assistant': | |
| # Assistant role is related to actions only | |
| if 'action' in message['content']: | |
| action_type = message['content']['action'].get('type', None) | |
| action_content = message['content']['action'].get('content', None) | |
| action_target = message['content']['action'].get('target', None) | |
| action_timestamp = message['simulation_timestamp'] | |
| if action_type in self.rules: | |
| extracted = self.rules[action_type](focus_agent=agent, source_agent=agent, target_agent=TinyPerson.get_agent_by_name(action_target), kind='action', event=action_type, content=action_content, timestamp=action_timestamp) | |
| if extracted is not None: | |
| reduction.append(extracted) | |
| return reduction | |
| def reduce_agent_to_dataframe(self, agent: TinyPerson, column_names: list=None) -> pd.DataFrame: | |
| reduction = self.reduce_agent(agent) | |
| return pd.DataFrame(reduction, columns=column_names)</code></pre> | |
| </details> | |
| <h3>Methods</h3> | |
| <dl> | |
| <dt id="tinytroupe.extraction.results_reducer.ResultsReducer.add_reduction_rule"><code class="name flex"> | |
| <span>def <span class="ident">add_reduction_rule</span></span>(<span>self, trigger: str, func: <built-in function callable>)</span> | |
| </code></dt> | |
| <dd> | |
| <div class="desc"></div> | |
| <details class="source"> | |
| <summary> | |
| <span>Expand source code</span> | |
| </summary> | |
| <pre><code class="python">def add_reduction_rule(self, trigger: str, func: callable): | |
| if trigger in self.rules: | |
| raise Exception(f"Rule for {trigger} already exists.") | |
| self.rules[trigger] = func</code></pre> | |
| </details> | |
| </dd> | |
| <dt id="tinytroupe.extraction.results_reducer.ResultsReducer.reduce_agent"><code class="name flex"> | |
| <span>def <span class="ident">reduce_agent</span></span>(<span>self, agent: <a title="tinytroupe.agent.tiny_person.TinyPerson" href="../agent/tiny_person.html#tinytroupe.agent.tiny_person.TinyPerson">TinyPerson</a>) ‑> list</span> | |
| </code></dt> | |
| <dd> | |
| <div class="desc"></div> | |
| <details class="source"> | |
| <summary> | |
| <span>Expand source code</span> | |
| </summary> | |
| <pre><code class="python">def reduce_agent(self, agent: TinyPerson) -> list: | |
| reduction = [] | |
| for message in agent.episodic_memory.retrieve_all(): | |
| if message['role'] == 'system': | |
| continue # doing nothing for `system` role yet at least | |
| elif message['role'] == 'user': | |
| # User role is related to stimuli only | |
| stimulus_type = message['content']['stimuli'][0].get('type', None) | |
| stimulus_content = message['content']['stimuli'][0].get('content', None) | |
| stimulus_source = message['content']['stimuli'][0].get('source', None) | |
| stimulus_timestamp = message['simulation_timestamp'] | |
| if stimulus_type in self.rules: | |
| extracted = self.rules[stimulus_type](focus_agent=agent, source_agent=TinyPerson.get_agent_by_name(stimulus_source), target_agent=agent, kind='stimulus', event=stimulus_type, content=stimulus_content, timestamp=stimulus_timestamp) | |
| if extracted is not None: | |
| reduction.append(extracted) | |
| elif message['role'] == 'assistant': | |
| # Assistant role is related to actions only | |
| if 'action' in message['content']: | |
| action_type = message['content']['action'].get('type', None) | |
| action_content = message['content']['action'].get('content', None) | |
| action_target = message['content']['action'].get('target', None) | |
| action_timestamp = message['simulation_timestamp'] | |
| if action_type in self.rules: | |
| extracted = self.rules[action_type](focus_agent=agent, source_agent=agent, target_agent=TinyPerson.get_agent_by_name(action_target), kind='action', event=action_type, content=action_content, timestamp=action_timestamp) | |
| if extracted is not None: | |
| reduction.append(extracted) | |
| return reduction</code></pre> | |
| </details> | |
| </dd> | |
| <dt id="tinytroupe.extraction.results_reducer.ResultsReducer.reduce_agent_to_dataframe"><code class="name flex"> | |
| <span>def <span class="ident">reduce_agent_to_dataframe</span></span>(<span>self, agent: <a title="tinytroupe.agent.tiny_person.TinyPerson" href="../agent/tiny_person.html#tinytroupe.agent.tiny_person.TinyPerson">TinyPerson</a>, column_names: list = None) ‑> pandas.core.frame.DataFrame</span> | |
| </code></dt> | |
| <dd> | |
| <div class="desc"></div> | |
| <details class="source"> | |
| <summary> | |
| <span>Expand source code</span> | |
| </summary> | |
| <pre><code class="python">def reduce_agent_to_dataframe(self, agent: TinyPerson, column_names: list=None) -> pd.DataFrame: | |
| reduction = self.reduce_agent(agent) | |
| return pd.DataFrame(reduction, columns=column_names)</code></pre> | |
| </details> | |
| </dd> | |
| </dl> | |
| </dd> | |
| </dl> | |
| </section> | |
| </article> | |
| <nav id="sidebar"> | |
| <h1>Index</h1> | |
| <div class="toc"> | |
| <ul></ul> | |
| </div> | |
| <ul id="index"> | |
| <li><h3>Super-module</h3> | |
| <ul> | |
| <li><code><a title="tinytroupe.extraction" href="index.html">tinytroupe.extraction</a></code></li> | |
| </ul> | |
| </li> | |
| <li><h3><a href="#header-classes">Classes</a></h3> | |
| <ul> | |
| <li> | |
| <h4><code><a title="tinytroupe.extraction.results_reducer.ResultsReducer" href="#tinytroupe.extraction.results_reducer.ResultsReducer">ResultsReducer</a></code></h4> | |
| <ul class=""> | |
| <li><code><a title="tinytroupe.extraction.results_reducer.ResultsReducer.add_reduction_rule" href="#tinytroupe.extraction.results_reducer.ResultsReducer.add_reduction_rule">add_reduction_rule</a></code></li> | |
| <li><code><a title="tinytroupe.extraction.results_reducer.ResultsReducer.reduce_agent" href="#tinytroupe.extraction.results_reducer.ResultsReducer.reduce_agent">reduce_agent</a></code></li> | |
| <li><code><a title="tinytroupe.extraction.results_reducer.ResultsReducer.reduce_agent_to_dataframe" href="#tinytroupe.extraction.results_reducer.ResultsReducer.reduce_agent_to_dataframe">reduce_agent_to_dataframe</a></code></li> | |
| </ul> | |
| </li> | |
| </ul> | |
| </li> | |
| </ul> | |
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