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add02b7 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 | import json
import sys
from typing import Any
def format_json(data: Any) -> str:
"""Format data as JSON."""
return json.dumps(data, indent=2)
def format_list(items: list[str], title: str | None = None) -> str:
"""Format a list of items in human-readable format."""
if not items:
return f"No {title.lower() if title else 'items'} found."
output = []
if title:
output.append(f"{title}:")
for item in items:
output.append(f" - {item}")
return "\n".join(output)
def format_project_summary(summary: dict) -> str:
"""Format project summary in human-readable format."""
output = [f"Project: {summary['project']}"]
output.append(f"Number of runs: {summary['num_runs']}")
if summary["runs"]:
output.append("\nRuns:")
for run in summary["runs"]:
output.append(f" - {run}")
else:
output.append("\nNo runs found.")
if summary.get("last_activity"):
output.append(f"\nLast activity (max step): {summary['last_activity']}")
return "\n".join(output)
def format_run_summary(summary: dict) -> str:
"""Format run summary in human-readable format."""
output = [f"Project: {summary['project']}"]
output.append(f"Run: {summary['run']}")
output.append(f"Number of logs: {summary['num_logs']}")
if summary.get("last_step") is not None:
output.append(f"Last step: {summary['last_step']}")
if summary.get("metrics"):
output.append("\nMetrics:")
for metric in summary["metrics"]:
output.append(f" - {metric}")
else:
output.append("\nNo metrics found.")
config = summary.get("config")
if config:
output.append("\nConfig:")
config_display = {k: v for k, v in config.items() if not k.startswith("_")}
if config_display:
for key, value in config_display.items():
output.append(f" {key}: {value}")
else:
output.append(" (no config)")
else:
output.append("\nConfig: (no config)")
return "\n".join(output)
def format_metric_values(values: list[dict]) -> str:
"""Format metric values in human-readable format."""
if not values:
return "No metric values found."
output = [f"Found {len(values)} value(s):\n"]
output.append("Step | Timestamp | Value")
output.append("-" * 50)
for value in values:
step = value.get("step", "N/A")
timestamp = value.get("timestamp", "N/A")
val = value.get("value", "N/A")
output.append(f"{step} | {timestamp} | {val}")
return "\n".join(output)
def format_system_metrics(metrics: list[dict]) -> str:
"""Format system metrics in human-readable format."""
if not metrics:
return "No system metrics found."
output = [f"Found {len(metrics)} system metric entry/entries:\n"]
for i, entry in enumerate(metrics):
timestamp = entry.get("timestamp", "N/A")
output.append(f"\nEntry {i + 1} (Timestamp: {timestamp}):")
for key, value in entry.items():
if key != "timestamp":
output.append(f" {key}: {value}")
return "\n".join(output)
def format_system_metric_names(names: list[str]) -> str:
"""Format system metric names in human-readable format."""
return format_list(names, "System Metrics")
def format_snapshot(snapshot: dict[str, list[dict]]) -> str:
"""Format a metrics snapshot in human-readable format."""
if not snapshot:
return "No metrics found in the specified range."
output = []
for metric_name, values in sorted(snapshot.items()):
output.append(f"\n{metric_name}:")
output.append(" Step | Timestamp | Value")
output.append(" " + "-" * 48)
for v in values:
step = v.get("step", "N/A")
ts = v.get("timestamp", "N/A")
val = v.get("value", "N/A")
output.append(f" {step} | {ts} | {val}")
return "\n".join(output)
def format_alerts(alerts: list[dict]) -> str:
"""Format alerts in human-readable format."""
if not alerts:
return "No alerts found."
output = [f"Found {len(alerts)} alert(s):\n"]
output.append("Timestamp | Run | Level | Title | Text | Step")
output.append("-" * 80)
for a in alerts:
ts = a.get("timestamp", "N/A")
run = a.get("run", "N/A")
level = a.get("level", "N/A").upper()
title = a.get("title", "")
text = a.get("text", "") or ""
step = a.get("step", "N/A")
output.append(f"{ts} | {run} | {level} | {title} | {text} | {step}")
return "\n".join(output)
def error_exit(message: str, code: int = 1) -> None:
"""Print error message and exit."""
print(f"Error: {message}", file=sys.stderr)
sys.exit(code)
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