run_plot_job

Overview

run_plot_job renders an HTML chart via SingleBlockGraphsMCP. Pick a block_name (family) and a tool_name (specific chart), plus params. Ask in chat (“equity curve for my last PO”, “AAPL close prices”) — skills fill block_name / tool_name for you.

Chart catalog

Prices (`prices_graphs`)

Input: data_extractor_*.json

`tool_name`	What you get
`plot_ohlcv_section_for_ticker`	One ticker — OHLCV field over time (`params.ticker`, `params.section` e.g. `close`)
`plot_ohlcv_section_for_tickers`	Same OHLCV field for all tickers on one chart

Features (`feature_graphs`)

Input: feature_engine_*.json

`tool_name`	What you get
`plot_feature_for_ticker`	Single indicator series for one ticker
`plot_features_for_ticker`	Several features for one ticker (overlay / multi-series)
`plot_feature_correlation_matrix`	Correlation heatmap across selected features

ML predictions (`ml_visualization`)

Input: ml_engine_*.json (or compatible DL artifact with the same prediction fields)

`tool_name`	What you get
`plot_pred_returns_for_ticker`	Model-predicted returns for one ticker
`plot_test_returns_for_ticker`	Realized test returns for one ticker
`plot_compare_pred_vs_real_for_ticker`	Predicted vs actual returns on the same plot

Portfolio P&L (`profit_and_loss_graphs`)

Input: portfolio_optimization_*.json, or data_extractor_*.json with optional params.portfolio_weights (else equal 1/N)

`tool_name`	What you get
`plot_equity_curve`	Portfolio equity / cumulative P&L over time (optional benchmark)
`plot_asset_position_curve`	Per-asset position / exposure curves

Weights (`weights_graphs`)

`tool_name`	What you get
`plot_weight_dynamics`	Weight paths over time. Requires an explicit `params.tickers` list

For portfolio weights from a standard PO blob, prefer run_risk_job with function: "dynamic_weights". plot_weight_dynamics expects a wrapped weights.dates / weights.values shape, not raw PO Weights alone.

Parameters

string

required

Blob URL for the stage that matches the chart family (see table above).

object

required

Show config fields

string

required

One of: prices_graphs, weights_graphs, feature_graphs, ml_visualization, profit_and_loss_graphs.

string

required

Chart id from the catalog above.

object

Chart options (ticker, tickers, section, feature_names, portfolio_weights, add_benchmark, benchmark_ticker, …). Which ones apply depends on the chart; plot_weight_dynamics needs tickers.

Example

{
  "input_url": "https://stqsnpprod.blob.core.windows.net/data/data_extractor_2b510101b9b7.json",
  "config": {
    "block_name": "prices_graphs",
    "tool_name": "plot_ohlcv_section_for_ticker",
    "params": {
      "ticker": "AAPL",
      "section": "close"
    }
  }
}

Returns

{
  "status": "Succeeded",
  "output_url": "https://stqsnpprod.blob.core.windows.net/data/plot_prices_graphs_plot_ohlcv_section_for_ticker_c4d5e6f78901.html",
  "output_name": "plot_prices_graphs_plot_ohlcv_section_for_ticker_c4d5e6f78901.html",
  "execution_name": "job-plot-worker-abc123xyz"
}

The file is named plot_<block_name>_<tool_name>_<id>.html, so you can tell from the link which chart it holds.

Next Step

A chart is usually the end of a branch, with one exception: run_ptl_job reads these HTML files as its input.

An equity curve (profit_and_loss_graphs / plot_equity_curve) goes in as equity_url and runs the curve test.
A weight-dynamics chart goes in as weights_url and runs the full permutation test.

Overview

How To

Tools description

Overview

Chart catalog

Prices (`prices_graphs`)

Features (`feature_graphs`)

ML predictions (`ml_visualization`)

Portfolio P&L (`profit_and_loss_graphs`)

Weights (`weights_graphs`)

Parameters

Example

Returns

Next Step

​Overview

​Chart catalog

​Prices (prices_graphs)

​Features (feature_graphs)

​ML predictions (ml_visualization)

​Portfolio P&L (profit_and_loss_graphs)

​Weights (weights_graphs)

​Parameters

​Example

​Returns

​Next Step

Overview

Chart catalog

Prices (`prices_graphs`)

Features (`feature_graphs`)

ML predictions (`ml_visualization`)

Portfolio P&L (`profit_and_loss_graphs`)

Weights (`weights_graphs`)

Parameters

Example

Returns

Next Step