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Add table reporting to manual reporting example

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This commit is contained in:
allegroai 2020-03-20 10:13:22 +02:00
parent 3b1d2d3258
commit e05e41c117
1 changed files with 23 additions and 0 deletions
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23
examples/manual_reporting.py
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@ -61,5 +61,28 @@ m = np.concatenate((np.atleast_3d(m), np.zeros((256, 256, 2), dtype=np.uint8)),
logger.report_image("test case", "image color red", iteration=1, image=m) logger.report_image("test case", "image color red", iteration=1, image=m)
image_open = Image.open(os.path.join("samples", "picasso.jpg")) image_open = Image.open(os.path.join("samples", "picasso.jpg"))
logger.report_image("test case", "image PIL", iteration=1, image=image_open) logger.report_image("test case", "image PIL", iteration=1, image=image_open)
# reporting tables
try:
import pandas as pd
# Report table - DataFrame with index
df = pd.DataFrame(
{
'num_legs': [2, 4, 8, 0],
'num_wings': [2, 0, 0, 0],
'num_specimen_seen': [10, 2, 1, 8]
},
index=['falcon', 'dog', 'spider', 'fish']
)
logger.report_table("test table pd", "PD with index", 1, table_plot=df)
# Report table - CSV from path
csv_url = "https://raw.githubusercontent.com/plotly/datasets/master/Mining-BTC-180.csv"
logger.report_table("test table csv", "remote csv", 1, url=csv_url)
except ImportError:
pass
# flush reports (otherwise it will be flushed in the background, every couple of seconds) # flush reports (otherwise it will be flushed in the background, every couple of seconds)
logger.flush() logger.flush()