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  • Installation
  • Usage
  • Task-Specific Agents
  • Observability
  • How It Works?
  • Message History
  • Code Security
  • API Reference
  • GitHub

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Core Modules and Classes

  • kodeagent.agents
  • kodeagent.agents.csv_agent
    • kodeagent.agents.csv_agent.assess_column
    • kodeagent.agents.csv_agent.compare_groups
    • kodeagent.agents.csv_agent.find_anomalies
    • kodeagent.agents.csv_agent.find_correlations
    • kodeagent.agents.csv_agent.find_trends
    • kodeagent.agents.csv_agent.get_df_schema
    • kodeagent.agents.csv_agent.get_summary_stats
    • kodeagent.agents.csv_agent.get_value_counts
    • kodeagent.agents.csv_agent.init_df_for_analysis
    • kodeagent.agents.csv_agent.main
    • kodeagent.agents.csv_agent.sample_rows
    • kodeagent.agents.csv_agent.CSVAnalysisAgent
  • kodeagent.code_reviewer
    • kodeagent.code_reviewer.CodeSecurityReviewer
  • kodeagent.code_runner
    • kodeagent.code_runner.CodeRunResult
    • kodeagent.code_runner.CodeRunner
    • kodeagent.code_runner.CodeRunnerEnv
    • kodeagent.code_runner.E2BCodeRunnerEnv
    • kodeagent.code_runner.HostCodeRunnerEnv
  • kodeagent.examples
    • kodeagent.examples.run_examples
  • kodeagent.fca
    • kodeagent.fca.final_answer
    • kodeagent.fca.main
    • kodeagent.fca.FunctionCallingAgent
  • kodeagent.history_formatter
    • kodeagent.history_formatter.CodeActHistoryFormatter
    • kodeagent.history_formatter.HistoryFormatter
    • kodeagent.history_formatter.LLMMessage
    • kodeagent.history_formatter.ReActHistoryFormatter
  • kodeagent.kodeagent
    • kodeagent.kodeagent.llm_vision_support
    • kodeagent.kodeagent.print_response
    • kodeagent.kodeagent.Agent
    • kodeagent.kodeagent.CodeActAgent
    • kodeagent.kodeagent.ReActAgent
  • kodeagent.kutils
    • kodeagent.kutils.build_tool_schema
    • kodeagent.kutils.call_llm
    • kodeagent.kutils.clean_json_string
    • kodeagent.kutils.combine_user_messages
    • kodeagent.kutils.detect_file_type
    • kodeagent.kutils.get_logger
    • kodeagent.kutils.is_image_file
    • kodeagent.kutils.is_it_url
    • kodeagent.kutils.make_user_message
    • kodeagent.kutils.parse_param_descriptions
    • kodeagent.kutils.read_prompt
    • kodeagent.kutils.validate_chat_history
  • kodeagent.models
    • kodeagent.models.AgentPlan
    • kodeagent.models.AgentResponse
    • kodeagent.models.ChatMessage
    • kodeagent.models.CodeActChatMessage
    • kodeagent.models.CodeReview
    • kodeagent.models.ComponentUsage
    • kodeagent.models.ObserverResponse
    • kodeagent.models.PlanStep
    • kodeagent.models.ReActChatMessage
    • kodeagent.models.Task
    • kodeagent.models.UsageMetrics
  • kodeagent.orchestrator
    • kodeagent.orchestrator.Observer
    • kodeagent.orchestrator.Planner
  • kodeagent.pattern_detector
    • kodeagent.pattern_detector.analyze_code_patterns
    • kodeagent.pattern_detector.SecurityPatternDetector
  • kodeagent.tools
    • kodeagent.tools.calculator
    • kodeagent.tools.download_file
    • kodeagent.tools.extract_as_markdown
    • kodeagent.tools.generate_image
    • kodeagent.tools.read_webpage
    • kodeagent.tools.search_arxiv
    • kodeagent.tools.search_web
    • kodeagent.tools.search_wikipedia
    • kodeagent.tools.transcribe_audio
    • kodeagent.tools.transcribe_youtube
  • kodeagent.tracer
    • kodeagent.tracer.create_tracer_manager
    • kodeagent.tracer.AbstractObservation
    • kodeagent.tracer.AbstractTracerManager
    • kodeagent.tracer.LangSmithObservation
    • kodeagent.tracer.LangSmithTracerManager
    • kodeagent.tracer.LangfuseObservation
    • kodeagent.tracer.LangfuseTracerManager
    • kodeagent.tracer.NoOpObservation
    • kodeagent.tracer.NoOpTracerManager
  • kodeagent.usage_tracker
    • kodeagent.usage_tracker.UsageTracker
  • API Reference
  • kodeagent.agents.csv_agent
  • kodeagent.agents.csv_agent.find_trends

kodeagent.agents.csv_agent.find_trends#

kodeagent.agents.csv_agent.find_trends(numeric_column: str, time_column: str) → str[source]#

Analyse how a numeric column changes over time. Returns direction, magnitude of change, and whether the trend reversed.

Parameters:
  • numeric_column – The numeric column to analyse.

  • time_column – The time/date column to use as x-axis.

Returns:

A JSON string or error message describing the detected trend.

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