From c936d771825544ec46064ebf021e8caa7b9a538d Mon Sep 17 00:00:00 2001
From: Martin Weise <martin.weise@tuwien.ac.at>
Date: Wed, 19 Jun 2024 16:02:35 +0200
Subject: [PATCH] Updated example docs

---
 .docs/api/python.md                       | 125 ++++++++++------------
 .docs/examples/xps-data.md                |   5 +-
 .docs/images/screenshots/xps-chart.png    | Bin 27632 -> 62833 bytes
 .docs/images/screenshots/xps-notebook.png | Bin 0 -> 124161 bytes
 lib/python/README.md                      |  96 ++++++++---------
 lib/python/dbrepo/RestClient.py           |  15 ++-
 6 files changed, 113 insertions(+), 128 deletions(-)
 create mode 100644 .docs/images/screenshots/xps-notebook.png

diff --git a/.docs/api/python.md b/.docs/api/python.md
index ab6b2b69a6..3f1a892854 100644
--- a/.docs/api/python.md
+++ b/.docs/api/python.md
@@ -33,89 +33,78 @@ This package supports Python 3.11+.
 
 ## Quickstart
 
-Create a table and import a .csv file from your computer.
+Get public data from a table as pandas `DataFrame`:
 
 ```python
 from dbrepo.RestClient import RestClient
-from dbrepo.api.dto import CreateTableColumn, ColumnType, CreateTableConstraints
 
-client = RestClient(endpoint='https://test.dbrepo.tuwien.ac.at', username="foo",
-                    password="bar")
-
-# analyse csv
-analysis = client.analyse_datatypes(file_path="sensor.csv", separator=",")
-print(f"Analysis result: {analysis}")
-# -> columns=(date=date, precipitation=decimal, lat=decimal, lng=decimal), separator=,
-#    line_termination=\n
-
-# create table
-table = client.create_table(database_id=1,
-                            name="Sensor Data",
-                            constraints=CreateTableConstraints(checks=['precipitation >= 0'],
-                                                               uniques=[['precipitation']]),
-                            columns=[CreateTableColumn(name="date",
-                                                       type=ColumnType.DATE,
-                                                       dfid=3,  # YYYY-MM-dd
-                                                       primary_key=True,
-                                                       null_allowed=False),
-                                     CreateTableColumn(name="precipitation",
-                                                       type=ColumnType.DECIMAL,
-                                                       size=10,
-                                                       d=4,
-                                                       primary_key=False,
-                                                       null_allowed=True),
-                                     CreateTableColumn(name="lat",
-                                                       type=ColumnType.DECIMAL,
-                                                       size=10,
-                                                       d=4,
-                                                       primary_key=False,
-                                                       null_allowed=True),
-                                     CreateTableColumn(name="lng",
-                                                       type=ColumnType.DECIMAL,
-                                                       size=10,
-                                                       d=4,
-                                                       primary_key=False,
-                                                       null_allowed=True)])
-print(f"Create table result {table}")
-# -> (id=1, internal_name=sensor_data, ...)
-
-client.import_table_data(database_id=1, table_id=1, file_path="sensor.csv", separator=",",
-                         skip_lines=1, line_encoding="\n")
-print(f"Finished.")
+client = RestClient(endpoint="https://dbrepo1.ec.tuwien.ac.at")
+# Get a small data slice of just three rows
+df = client.get_table_data(database_id=7, table_id=13, page=0, size=3, df=True)
+print(df)
+#     x_coord         component   unit  ... value stationid meantype
+# 0  16.52617  Feinstaub (PM10)  µg/m³  ...  21.0   01:0001      HMW
+# 1  16.52617  Feinstaub (PM10)  µg/m³  ...  23.0   01:0001      HMW
+# 2  16.52617  Feinstaub (PM10)  µg/m³  ...  26.0   01:0001      HMW
+#
+# [3 rows x 12 columns]
 ```
 
-The library is well-documented, please see the [full documentation](../sphinx) or
-the [PyPI page](https://pypi.org/project/dbrepo/).
+Import data into a table:
 
-## Supported Features & Best-Practices
+```python
+import pandas as pd
+from dbrepo.RestClient import RestClient
 
-- Manage user account ([docs](../usage-overview/#create-user-account))
-- Manage databases ([docs](../usage-overview/#create-database))
-- Manage database access & visibility ([docs](../usage-overview/#private-database-access))
-- Import dataset ([docs](../usage-overview/#private-database-access))
-- Create persistent identifiers ([docs](../usage-overview/#assign-database-pid))
-- Execute queries ([docs](../usage-overview/#export-subset))
-- Get data from tables/views/subsets
+client = RestClient(endpoint="https://dbrepo1.ec.tuwien.ac.at", username="foo",
+                    password="bar")
+df = pd.DataFrame(data={'x_coord': 16.52617, 'component': 'Feinstaub (PM10)',
+                        'unit': 'µg/m³', ...})
+client.import_table_data(database_id=7, table_id=13, file_name_or_data_frame=df)
+```
 
-## Secrets
+## Supported Features & Best-Practices
 
-It is not recommended to store credentials directly in the notebook as they will be versioned with git, etc. Use
-environment variables instead:
+- Manage user
+  account ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#create-user-account))
+- Manage
+  databases ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#create-database))
+- Manage database access &
+  visibility ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#create-database))
+- Import
+  dataset ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#import-dataset))
+- Create persistent
+  identifiers ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#assign-database-pid))
+- Execute
+  queries ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#export-subset))
+- Get data from tables/views/subsets
 
-```properties title=".env"
-DBREPO_ENDPOINT=https://test.dbrepo.tuwien.ac.at
-DBREPO_USERNAME=foo
-DBREPO_PASSWORD=bar
-DBREPO_SECURE=True
+## Configure
+
+All credentials can optionally be set/overridden with environment variables. This is especially useful when sharing 
+Jupyter Notebooks by creating an invisible `.env` file and loading it:
+
+``` title=".env"
+REST_API_ENDPOINT="https://dbrepo1.ec.tuwien.ac.at"
+REST_API_USERNAME="foo"
+REST_API_PASSWORD="bar"
+REST_API_SECURE="True"
+AMQP_API_HOST="https://dbrepo1.ec.tuwien.ac.at"
+AMQP_API_PORT="5672"
+AMQP_API_USERNAME="foo"
+AMQP_API_PASSWORD="bar"
+AMQP_API_VIRTUAL_HOST="dbrepo"
+REST_UPLOAD_ENDPOINT="https://dbrepo1.ec.tuwien.ac.at/api/upload/files"
 ```
 
-Then use the default constructor of the `RestClient` to e.g. analyse a CSV. Your secrets are automatically passed:
+You can disable logging by setting the log level to e.g. `INFO`:
 
-```python title="analysis.py"
+```python
 from dbrepo.RestClient import RestClient
-
-client = RestClient()
-analysis = client.analyse_datatypes(file_path="sensor.csv", separator=",")
+import logging
+logging.getLogger().setLevel(logging.INFO)
+...
+client = RestClient(...)
 ```
 
 ## Future
diff --git a/.docs/examples/xps-data.md b/.docs/examples/xps-data.md
index 539326347b..9b237c8c6c 100644
--- a/.docs/examples/xps-data.md
+++ b/.docs/examples/xps-data.md
@@ -18,10 +18,11 @@ connecting material properties to compositions via XPS spectra becomes evident.
 
 We read XPS data from the VAMAS-encoded format and inserted it into a 
 [database schema](https://gitlab.tuwien.ac.at/fairdata/xps/-/blob/e17860399b1b109c72b01888766f37193dde5870/sql/create_schema.sql) 
-that captures the VAMAS-schema. It can then be read using the [Python Library](../../api/python).
+that captures the VAMAS-schema. It can then be read using the Python Library that executes a database query in SQL to 
+obtain only the experiment data (c.f. [subset page](https://dbrepo1.ec.tuwien.ac.at/database/27/subset/10/info)).
 
 <figure markdown>
-![Jupyter Notebook](../../images/screenshots/xps-chart.png){ .img-border }
+![Jupyter Notebook](../../images/screenshots/xps-notebook.png){ .img-border }
 <figcaption>Figure 1: Jupyter Notebook accessing data on DBRepo using the Python Library.</figcaption>
 </figure>
 
diff --git a/.docs/images/screenshots/xps-chart.png b/.docs/images/screenshots/xps-chart.png
index b7b52a0805161779adb7cbcb6617c155702686e3..c064c2f2feefeafe831b3d628f5f9bdd63ac6136 100644
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diff --git a/lib/python/README.md b/lib/python/README.md
index c8785a2e84..35fec90443 100644
--- a/lib/python/README.md
+++ b/lib/python/README.md
@@ -15,72 +15,50 @@ This package supports Python 3.11+.
 
 ## Quickstart
 
-Create a table and import a .csv file from your computer.
+Get public data from a table as pandas `DataFrame`:
 
 ```python
 from dbrepo.RestClient import RestClient
-from dbrepo.api.dto import CreateTableColumn, ColumnType, CreateTableConstraints
 
-client = RestClient(endpoint='https://test.dbrepo.tuwien.ac.at', username="foo",
-                    password="bar")
+client = RestClient(endpoint="https://dbrepo1.ec.tuwien.ac.at")
+# Get a small data slice of just three rows
+df = client.get_table_data(database_id=7, table_id=13, page=0, size=3, df=True)
+print(df)
+#     x_coord         component   unit  ... value stationid meantype
+# 0  16.52617  Feinstaub (PM10)  µg/m³  ...  21.0   01:0001      HMW
+# 1  16.52617  Feinstaub (PM10)  µg/m³  ...  23.0   01:0001      HMW
+# 2  16.52617  Feinstaub (PM10)  µg/m³  ...  26.0   01:0001      HMW
+#
+# [3 rows x 12 columns]
+```
+
+Import data into a table:
+
+```python
+import pandas as pd
+from dbrepo.RestClient import RestClient
 
-# analyse csv
-analysis = client.analyse_datatypes(file_path="sensor.csv", separator=",")
-print(f"Analysis result: {analysis}")
-# -> columns=(date=date, precipitation=decimal, lat=decimal, lng=decimal), separator=,
-#    line_termination=\n
-
-# create table
-table = client.create_table(database_id=1,
-                            name="Sensor Data",
-                            constraints=CreateTableConstraints(
-                                checks=['precipitation >= 0'],
-                                uniques=[['precipitation']]),
-                            columns=[CreateTableColumn(name="date",
-                                                       type=ColumnType.DATE,
-                                                       dfid=3,  # YYYY-MM-dd
-                                                       primary_key=True,
-                                                       null_allowed=False),
-                                     CreateTableColumn(name="precipitation",
-                                                       type=ColumnType.DECIMAL,
-                                                       size=10,
-                                                       d=4,
-                                                       primary_key=False,
-                                                       null_allowed=True),
-                                     CreateTableColumn(name="lat",
-                                                       type=ColumnType.DECIMAL,
-                                                       size=10,
-                                                       d=4,
-                                                       primary_key=False,
-                                                       null_allowed=True),
-                                     CreateTableColumn(name="lng",
-                                                       type=ColumnType.DECIMAL,
-                                                       size=10,
-                                                       d=4,
-                                                       primary_key=False,
-                                                       null_allowed=True)])
-print(f"Create table result {table}")
-# -> (id=1, internal_name=sensor_data, ...)
-
-client.import_table_data(database_id=1, table_id=1, file_path="sensor.csv", separator=",",
-                         skip_lines=1, line_encoding="\n")
-print(f"Finished.")
+client = RestClient(endpoint="https://dbrepo1.ec.tuwien.ac.at", username="foo",
+                    password="bar")
+df = pd.DataFrame(data={'x_coord': 16.52617, 'component': 'Feinstaub (PM10)',
+                        'unit': 'µg/m³', ...})
+client.import_table_data(database_id=7, table_id=13, file_name_or_data_frame=df)
 ```
 
 ## Supported Features & Best-Practices
 
 - Manage user
-  account ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#create-user-account))
+  account ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#create-user-account))
 - Manage
   databases ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#create-database))
 - Manage database access &
-  visibility ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#private-database-access))
+  visibility ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#create-database))
 - Import
-  dataset ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#private-database-access))
+  dataset ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#import-dataset))
 - Create persistent
-  identifiers ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#assign-database-pid))
+  identifiers ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#assign-database-pid))
 - Execute
-  queries ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo//usage-overview/#export-subset))
+  queries ([docs](https://www.ifs.tuwien.ac.at/infrastructures/dbrepo/1.4.4/api/#export-subset))
 - Get data from tables/views/subsets
 
 ## Configure
@@ -89,16 +67,26 @@ All credentials can optionally be set/overridden with environment variables. Thi
 Jupyter Notebooks by creating an invisible `.env` file and loading it:
 
 ```
-REST_API_ENDPOINT="https://test.dbrepo.tuwien.ac.at"
+REST_API_ENDPOINT="https://dbrepo1.ec.tuwien.ac.at"
 REST_API_USERNAME="foo"
 REST_API_PASSWORD="bar"
 REST_API_SECURE="True"
-AMQP_API_HOST="https://test.dbrepo.tuwien.ac.at"
+AMQP_API_HOST="https://dbrepo1.ec.tuwien.ac.at"
 AMQP_API_PORT="5672"
 AMQP_API_USERNAME="foo"
 AMQP_API_PASSWORD="bar"
-AMQP_API_VIRTUAL_HOST="/"
-REST_UPLOAD_ENDPOINT="https://test.dbrepo.tuwien.ac.at/api/upload/files"
+AMQP_API_VIRTUAL_HOST="dbrepo"
+REST_UPLOAD_ENDPOINT="https://dbrepo1.ec.tuwien.ac.at/api/upload/files"
+```
+
+You can disable logging by setting the log level to e.g. `INFO`:
+
+```python
+from dbrepo.RestClient import RestClient
+import logging
+logging.getLogger().setLevel(logging.INFO)
+...
+client = RestClient(...)
 ```
 
 ## Roadmap
diff --git a/lib/python/dbrepo/RestClient.py b/lib/python/dbrepo/RestClient.py
index 54165642fb..5b94a2e9a7 100644
--- a/lib/python/dbrepo/RestClient.py
+++ b/lib/python/dbrepo/RestClient.py
@@ -1,6 +1,7 @@
 import os
 import sys
 import logging
+import time
 
 import requests
 from pydantic import TypeAdapter
@@ -1098,9 +1099,9 @@ class RestClient:
         raise ResponseCodeError(f'Failed to insert table data: response code: {response.status_code} is not '
                                 f'201 (CREATED): {response.text}')
 
-    def import_table_data(self, database_id: int, table_id: int, separator: str, file_path: str,
-                          quote: str = None, skip_lines: int = 0, false_encoding: str = None,
-                          true_encoding: str = None, null_encoding: str = None,
+    def import_table_data(self, database_id: int, table_id: int, separator: str,
+                          file_name_or_data_frame: str | DataFrame, quote: str = None, skip_lines: int = 0,
+                          false_encoding: str = None, true_encoding: str = None, null_encoding: str = None,
                           line_encoding: str = "\r\n") -> None:
         """
         Import a csv dataset from a file into a table in a database with given database id and table id.
@@ -1108,7 +1109,7 @@ class RestClient:
         :param database_id: The database id.
         :param table_id: The table id.
         :param separator: The csv column separator.
-        :param file_path: The path of the file that is imported on the storage service.
+        :param file_name_or_data_frame: The path of the file that is imported on the storage service or pandas dataframe.
         :param quote: The column data quotation character. Optional.
         :param skip_lines: The number of lines to skip. Optional. Default: 0.
         :param false_encoding: The encoding of boolean false. Optional.
@@ -1123,6 +1124,12 @@ class RestClient:
         :raises ResponseCodeError: If something went wrong with the insert.
         """
         client = UploadClient(endpoint=f"{self.endpoint}/api/upload/files")
+        if type(file_name_or_data_frame) is DataFrame:
+            file_path: str = f"./tmp-{time.time()}"
+            df: DataFrame = file_name_or_data_frame
+            df.to_csv(path_or_buf=file_path, index=False, header=False)
+        else:
+            file_path: str = file_name_or_data_frame
         filename = client.upload(file_path=file_path)
         url = f'/api/database/{database_id}/table/{table_id}/data/import'
         response = self._wrapper(method="post", url=url, force_auth=True,
-- 
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