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e272444 | 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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 | 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_artifacts(artifacts: list[dict], project: str | None = None) -> str:
"""Format a project's artifacts in human-readable format."""
if not artifacts:
return "No artifacts found."
title = f"Artifacts in '{project}'" if project else "Artifacts"
output = [f"{title}:"]
for art in artifacts:
latest = art.get("latest_version")
version = f"v{latest}" if latest is not None else "(no versions)"
aliases = art.get("aliases") or []
alias_str = f" [{', '.join(aliases)}]" if aliases else ""
output.append(
f" - {art['name']} ({art.get('type', '?')}) "
f"latest={version}{alias_str} "
f"versions={art.get('num_versions', 0)}"
)
if art.get("description"):
output.append(f" {art['description']}")
return "\n".join(output)
def format_artifact(record: dict) -> str:
"""Format a single resolved artifact version in human-readable format."""
lines = [
f"Artifact: {record['name']} (v{record['version']})",
f" type: {record.get('type')}",
]
if record.get("description"):
lines.append(f" description: {record['description']}")
aliases = record.get("aliases") or []
if aliases:
lines.append(f" aliases: {', '.join(aliases)}")
if record.get("metadata"):
lines.append(f" metadata: {record['metadata']}")
lines.append(f" size: {record.get('size_bytes')} bytes")
lines.append(f" digest: {record.get('manifest_digest')}")
manifest = record.get("manifest") or []
lines.append(f" files ({len(manifest)}):")
for entry in manifest:
lines.append(f" - {entry['path']} ({entry['size']} bytes)")
return "\n".join(lines)
def format_spaces(spaces: list[dict]) -> str:
"""Format HF Spaces in human-readable format."""
if not spaces:
return "No Trackio Spaces found."
output = ["Trackio Spaces:"]
for space in spaces:
visibility = "private" if space.get("private") else "public"
output.append(f" - {space['id']} ({visibility})")
if space.get("url"):
output.append(f" {space['url']}")
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 format_query_result(result: dict[str, Any]) -> str:
"""Format SQL query results in human-readable format."""
columns = result.get("columns", [])
rows = result.get("rows", [])
row_count = result.get("row_count", 0)
if not columns:
return f"Query returned {row_count} row(s)."
rendered_rows = []
for row in rows:
rendered_rows.append(
[
"" if row.get(column) is None else str(row.get(column))
for column in columns
]
)
widths = []
for idx, column in enumerate(columns):
cell_width = max(
(len(rendered_row[idx]) for rendered_row in rendered_rows), default=0
)
widths.append(max(len(column), cell_width))
header = " | ".join(
column.ljust(width) for column, width in zip(columns, widths, strict=False)
)
separator = "-+-".join("-" * width for width in widths)
output = [f"Query returned {row_count} row(s).", header, separator]
if not rendered_rows:
output.append("(no rows)")
return "\n".join(output)
for rendered_row in rendered_rows:
output.append(
" | ".join(
value.ljust(width)
for value, width in zip(rendered_row, widths, strict=False)
)
)
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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