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Commit 779f551

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Max Wang
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black formatting
1 parent 567fd61 commit 779f551

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Lines changed: 22 additions & 11 deletions

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examples/advanced/dataframe_operations.py

Lines changed: 22 additions & 11 deletions
Original file line numberDiff line numberDiff line change
@@ -47,14 +47,23 @@ def main():
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print("1. Create records from a DataFrame")
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print("-" * 60)
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50-
new_accounts = pd.DataFrame([
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{"name": f"Contoso_{tag}", "telephone1": "555-0100", "websiteurl": "https://contoso.com",
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"lastonholdtime": pd.Timestamp("2024-06-15 10:30:00")},
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{"name": f"Fabrikam_{tag}", "telephone1": "555-0200", "websiteurl": None,
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"lastonholdtime": None},
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{"name": f"Northwind_{tag}", "telephone1": None, "websiteurl": "https://northwind.com",
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"lastonholdtime": pd.Timestamp("2024-12-01 08:00:00")},
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])
50+
new_accounts = pd.DataFrame(
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[
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{
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"name": f"Contoso_{tag}",
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"telephone1": "555-0100",
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"websiteurl": "https://contoso.com",
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"lastonholdtime": pd.Timestamp("2024-06-15 10:30:00"),
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},
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{"name": f"Fabrikam_{tag}", "telephone1": "555-0200", "websiteurl": None, "lastonholdtime": None},
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{
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"name": f"Northwind_{tag}",
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"telephone1": None,
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"websiteurl": "https://northwind.com",
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"lastonholdtime": pd.Timestamp("2024-12-01 08:00:00"),
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},
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]
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)
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print(f" Input DataFrame:\n{new_accounts.to_string(index=False)}\n")
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# create_dataframe returns a Series of GUIDs aligned with the input rows
@@ -126,9 +135,11 @@ def main():
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# Default: NaN/None fields are skipped (not overridden on server)
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print("\n Updating with NaN values (default: clear_nulls=False, fields should stay unchanged)...")
129-
sparse_df = pd.DataFrame([
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{"accountid": new_accounts["accountid"].iloc[0], "telephone1": "555-9999", "websiteurl": None},
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])
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sparse_df = pd.DataFrame(
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[
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{"accountid": new_accounts["accountid"].iloc[0], "telephone1": "555-9999", "websiteurl": None},
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]
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)
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client.update_dataframe(table, sparse_df, id_column="accountid")
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verified = next(client.get_dataframe(table, select=select_cols, filter=test_filter))
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print(f" Verified (Contoso telephone1 updated, websiteurl unchanged):\n{verified.to_string(index=False)}")

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