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Add table reporting to manual reporting example
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@ -61,5 +61,28 @@ m = np.concatenate((np.atleast_3d(m), np.zeros((256, 256, 2), dtype=np.uint8)),
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logger.report_image("test case", "image color red", iteration=1, image=m)
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image_open = Image.open(os.path.join("samples", "picasso.jpg"))
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logger.report_image("test case", "image PIL", iteration=1, image=image_open)
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# reporting tables
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try:
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import pandas as pd
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# Report table - DataFrame with index
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df = pd.DataFrame(
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{
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'num_legs': [2, 4, 8, 0],
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'num_wings': [2, 0, 0, 0],
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'num_specimen_seen': [10, 2, 1, 8]
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},
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index=['falcon', 'dog', 'spider', 'fish']
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)
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logger.report_table("test table pd", "PD with index", 1, table_plot=df)
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# Report table - CSV from path
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csv_url = "https://raw.githubusercontent.com/plotly/datasets/master/Mining-BTC-180.csv"
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logger.report_table("test table csv", "remote csv", 1, url=csv_url)
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except ImportError:
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pass
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# flush reports (otherwise it will be flushed in the background, every couple of seconds)
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logger.flush()
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