From 5bc98fb66ee5955d1c3bec6ee7bf7dc72dce8720 Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Wed, 24 Jan 2024 11:03:18 +0000 Subject: [PATCH 01/12] get_comparison_chatlogs_and_metrics --- api_routes.py | 9 ++++ database.py | 114 +++++++++++++++++++++++++++++++++++++++++++++++--- 2 files changed, 117 insertions(+), 6 deletions(-) diff --git a/api_routes.py b/api_routes.py index 22fa45d..e8aaa1f 100644 --- a/api_routes.py +++ b/api_routes.py @@ -84,6 +84,15 @@ def logs(): return jsonify(logs=db.get_chatlogs_and_metrics(per_page, offset)) +@api_routes_blueprint.route('/api/logs_comparison', methods=['GET']) +def logs_comparison(): + page = int(request.args.get('page', 1)) + per_page = 10 + offset = (page - 1) * per_page + return jsonify( + logs=db.get_comparison_chatlogs_and_metrics(per_page, offset)) + + @api_routes_blueprint.route('/api/metrics/', methods=['GET']) def metrics_endpoint(log_id): metrics_data = db.get_metrics_by_log_id(log_id) diff --git a/database.py b/database.py index b49664b..d8fb75a 100644 --- a/database.py +++ b/database.py @@ -4,13 +4,13 @@ DATABASE_URL = 'db/langcheckchat.db' -def initialize_db(): +def initialize_db(database_url: str = DATABASE_URL): with open('db/chat_log_schema.sql', 'r') as file: chat_log_schema_script = file.read() with open('db/metric_schema.sql', 'r') as file: metric_schema_script = file.read() - with sqlite3.connect(DATABASE_URL) as conn: + with sqlite3.connect(database_url) as conn: cursor = conn.cursor() cursor.executescript(chat_log_schema_script) cursor.executescript(metric_schema_script) @@ -18,27 +18,29 @@ def initialize_db(): def _select_data(query: str, - params: Optional[Dict[str, Any]] = None) -> List[sqlite3.Row]: + params: Optional[Dict[str, Any]] = None, + database_url: str = DATABASE_URL) -> List[sqlite3.Row]: '''Runs a SQL SELECT query on the SQLite database. ''' if params is None: params = {} - with sqlite3.connect(DATABASE_URL) as conn: + with sqlite3.connect(database_url) as conn: conn.row_factory = sqlite3.Row cursor = conn.cursor() return cursor.execute(query, params).fetchall() def _edit_data(query: str, - params: Optional[List[Any]] = None) -> Optional[int]: + params: Optional[List[Any]] = None, + database_url: str = DATABASE_URL) -> Optional[int]: '''Runs a SQL INSERT or UPDATE query on the SQLite database. For a INSERT query, it returns the last inserted row id (lastrowid). ''' if params is None: params = [] - with sqlite3.connect(DATABASE_URL) as conn: + with sqlite3.connect(database_url) as conn: conn.row_factory = sqlite3.Row cursor = conn.cursor() cursor.execute(query, params) @@ -109,6 +111,106 @@ def get_chatlogs_and_metrics(limit: int, offset: int) -> List[dict]: return list(id_to_logs.values()) +def get_comparison_chatlogs_and_metrics(limit: int, offset: int) -> List[dict]: + ''' + Returns a list of chat logs and metrics for Database A and Database B, each + of which is a dictionary with the following structure: + { + "": { + "request_a": "...", + "response_a": "...", + "response_b": "...", + "reference_a": "...", + "timestamp_a": "", + "source_a": "..", + "source_b": "..", + "language_a": "", + "status_a": "done", + "metrics_a": { + "ai_disclaimer_similarity": {"metric_value": , "explanation": "..."}, + "factual_consistency_openai": {"metric_value": , "explanation": "..."}, + ... + }, + "metrics_b": { + "ai_disclaimer_similarity": {"metric_value": , "explanation": "..."}, + "factual_consistency_openai": {"metric_value": , "explanation": "..."}, + ... + } + } + } + ''' + query_a = ''' + SELECT chat_log.*, metric.metric_name, metric.metric_value, metric.explanation + FROM ( + SELECT * FROM chat_log + ORDER BY timestamp DESC + LIMIT :limit OFFSET :offset + ) AS chat_log + LEFT JOIN metric ON chat_log.id = metric.log_id + ''' + a_logs = _select_data(query_a, + params={ + 'limit': limit, + 'offset': offset + }, + database_url='db/evaluation_results_0121.db') + query_b = ''' + SELECT chat_log.*, metric.metric_name, metric.metric_value, metric.explanation + FROM ( + SELECT * FROM chat_log + ORDER BY timestamp DESC + ) AS chat_log + LEFT JOIN metric ON chat_log.id = metric.log_id + ''' + b_logs = _select_data(query_b, + database_url='db/evaluation_results_0123-gpt4.db') + metric_columns = ['metric_name', 'metric_value', 'explanation'] + + # Each row in a_logs corresponds to a single metric. We want to group + # together all the metrics for a single chat log. + id_to_logs = {} + request_a_to_id = {} + for log in a_logs: + id = log['id'] + if id not in id_to_logs: + # Append '_a' to the keys to distinguish them from the keys in + # b_logs + chat_log = { + f'{k}_a': log[k] + for k in log.keys() if k not in metric_columns + } + id_to_logs[id] = chat_log + id_to_logs[id]['metrics_a'] = {} + id_to_logs[id]['metrics_b'] = {} + # Store the mapping from request to id + request_a_to_id[log['request']] = id + id_to_logs[id]['metrics_a'][log['metric_name']] = { + 'metric_value': log['metric_value'], + 'explanation': log['explanation'] + } + + for log in b_logs: + request_b = log['request'] + # Ignore this log if the request does not match any of the requests in + # a_logs + if request_b not in request_a_to_id: + continue + a_id = request_a_to_id[request_b] + + # Add response_b and source_b to the logs. Note that these may already + # have been added (since each row in b_logs corresponds to a single + # metric), but they should be the same so it doesn't matter. + id_to_logs[a_id]['response_b'] = log['response'] + id_to_logs[a_id]['source_b'] = log['source'] + + # Add the metrics from b_logs to the logs + id_to_logs[a_id]['metrics_b'][log['metric_name']] = { + 'metric_value': log['metric_value'], + 'explanation': log['explanation'] + } + return list(id_to_logs.values()) + + def insert_chatlog(data: Dict[str, Any]) -> int: columns = ', '.join(data.keys()) placeholders = ', '.join(['?' for _ in data.keys()]) From 8c6ea304565b2bbb55082f1c1e737acf85e629e7 Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Wed, 24 Jan 2024 11:03:45 +0000 Subject: [PATCH 02/12] logs comparison frontend --- static/logs_comparison.html | 60 ++++++++++++++++++++ static/logs_comparison.js | 110 ++++++++++++++++++++++++++++++++++++ 2 files changed, 170 insertions(+) create mode 100644 static/logs_comparison.html create mode 100644 static/logs_comparison.js diff --git a/static/logs_comparison.html b/static/logs_comparison.html new file mode 100644 index 0000000..0814a63 --- /dev/null +++ b/static/logs_comparison.html @@ -0,0 +1,60 @@ + + + + + + + Q&A Logs + + + + + + + + + + +
+

Comparison Logs

+ + + + + + + + + + + + + + + + + +
User MessageBot Message ABot Message BReferenceMetric AMetric BSource ASource B
+ +
+ + + +
+ + +
+ + + + + + + + + \ No newline at end of file diff --git a/static/logs_comparison.js b/static/logs_comparison.js new file mode 100644 index 0000000..bc5209c --- /dev/null +++ b/static/logs_comparison.js @@ -0,0 +1,110 @@ +let currentPage = 1; + +function loadLogs(direction) { + if (direction === 'next') { + currentPage += 1; + } else if (direction === 'prev' && currentPage > 1) { + currentPage -= 1; + } + $('#qa-table tr:not(:first)').remove(); // Remove all rows except headers + $.get('/api/logs_comparison?page=' + currentPage, function(data) { + data.logs.forEach(log => { + // Construct the rows of the metrics table. `log` has the fields + // `metrics_a` and `metrics_b`, which are JSON objects with the + // metric names as keys and their values as + // {'metric_value': value, 'explanation': explanation}. We iterate + // over this object and construct the rows of the table. + function constructMetricRows(metrics) { + return Object.entries(metrics).map(([metricName, metricData]) => { + if (metricData.explanation !== null) { + const title = escapeHTML(metricData.explanation); + return ` + ${metricName} + + + + + ${round(metricData.metric_value, 4)} + `; + } else { + return `${metricName}${round(metricData.metric_value, 4)}`; + } + }); + } + const metricRowsA = constructMetricRows(log.metrics_a); + const metricRowsB = constructMetricRows(log.metrics_b); + + // Construct the metrics table + function constructMetricsTable(metricRows) { + return ` + + + + + + + + ${metricRows.join('')} + +
MetricValue
`; + } + + $('#qa-table').append( + ` + ${log.request_a} + ${log.response_a} + ${log.response_b} + ${log.reference_a == null ? '' : log.reference_a} + + ${constructMetricsTable(metricRowsA)} + + + ${constructMetricsTable(metricRowsB)} + + +
+ ${log.source_a.substring(0, 300)}... + Show +
+
${log.source_a}
+ + +
+ ${log.source_b.substring(0, 300)}... + Show +
+
${log.source_b}
+ + ` + ); + }); + $('#pageIndicator').text(currentPage); + feather.replace(); + $('[data-toggle="tooltip"]').tooltip(); + }, 'json'); +} + +$(document).ready(function() { + loadLogs(); // Load initial logs on page load + $('#prevButton').click(function() { loadLogs('prev'); }); + $('#nextButton').click(function() { loadLogs('next'); }); +}); + +$('body').on('click', '.show-source', showSource); +function showSource(e) { + var link = $(e.currentTarget); + var input_preview = link.prev(); + var source = link.parent().next(); + + if (link.text() === 'Show ') { + input_preview.css('visibility', 'hidden'); + input_preview.css('height', '0px'); + source.show(); + link.html('Hide ' + feather.icons['minimize-2'].toSvg()); + } else { + input_preview.css('visibility', 'visible'); + source.hide(); + link.html('Show ' + feather.icons['maximize-2'].toSvg()); + } + e.preventDefault(); +} \ No newline at end of file From 548cabf38a9bb3573d3608b03167646b2e549d2d Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Wed, 24 Jan 2024 14:03:18 +0000 Subject: [PATCH 03/12] add input form for database paths --- static/logs_comparison.html | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) diff --git a/static/logs_comparison.html b/static/logs_comparison.html index 0814a63..bbb9c17 100644 --- a/static/logs_comparison.html +++ b/static/logs_comparison.html @@ -21,6 +21,28 @@

Comparison Logs

+
+
+
+
+
Database A Name
+
+ +
+
+
+
+
+
Database B Path
+
+ +
+
+
+ +
+
+ From fb6cbe89697cf4004dc236127b5b48a07ac363d7 Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Wed, 24 Jan 2024 14:11:03 +0000 Subject: [PATCH 04/12] input names instead of paths --- static/logs_comparison.html | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/static/logs_comparison.html b/static/logs_comparison.html index bbb9c17..27573f3 100644 --- a/static/logs_comparison.html +++ b/static/logs_comparison.html @@ -23,23 +23,23 @@

Comparison Logs

-
+
-
Database A Name
+
Database A
- +
-
+
-
Database B Path
+
Database B
- +
- +
From 6aade044b8fdc85c0a2cacbbb4c74cb60864528f Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Wed, 24 Jan 2024 14:24:33 +0000 Subject: [PATCH 05/12] read database names from input --- api_routes.py | 7 +++++++ static/logs_comparison.html | 4 ++-- static/logs_comparison.js | 4 +++- 3 files changed, 12 insertions(+), 3 deletions(-) diff --git a/api_routes.py b/api_routes.py index e8aaa1f..3edfd6b 100644 --- a/api_routes.py +++ b/api_routes.py @@ -1,6 +1,7 @@ import os import subprocess from datetime import datetime +from pathlib import Path import langcheck import pytz @@ -87,6 +88,12 @@ def logs(): @api_routes_blueprint.route('/api/logs_comparison', methods=['GET']) def logs_comparison(): page = int(request.args.get('page', 1)) + database_a_name = request.args.get('database_a') + database_b_name = request.args.get('database_b') + assert database_a_name is not None + assert database_b_name is not None + assert Path('db/' + database_a_name).exists() + assert Path('db/' + database_b_name).exists() per_page = 10 offset = (page - 1) * per_page return jsonify( diff --git a/static/logs_comparison.html b/static/logs_comparison.html index 27573f3..990e27f 100644 --- a/static/logs_comparison.html +++ b/static/logs_comparison.html @@ -27,7 +27,7 @@

Comparison Logs

Database A
- +
@@ -35,7 +35,7 @@

Comparison Logs

Database B
- +
diff --git a/static/logs_comparison.js b/static/logs_comparison.js index bc5209c..4291c9f 100644 --- a/static/logs_comparison.js +++ b/static/logs_comparison.js @@ -7,7 +7,8 @@ function loadLogs(direction) { currentPage -= 1; } $('#qa-table tr:not(:first)').remove(); // Remove all rows except headers - $.get('/api/logs_comparison?page=' + currentPage, function(data) { + const logsComparisonUrl = `/api/logs_comparison?page=${currentPage}&database_a=${$('#database-a').val()}&database_b=${$('#database-b').val()}`; + $.get(logsComparisonUrl, function(data) { data.logs.forEach(log => { // Construct the rows of the metrics table. `log` has the fields // `metrics_a` and `metrics_b`, which are JSON objects with the @@ -88,6 +89,7 @@ $(document).ready(function() { loadLogs(); // Load initial logs on page load $('#prevButton').click(function() { loadLogs('prev'); }); $('#nextButton').click(function() { loadLogs('next'); }); + $('#database-names-btn').click(function() { loadLogs(); }); }); $('body').on('click', '.show-source', showSource); From 2bb328b57670b07f72435435d5acb4989e869cd4 Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Wed, 24 Jan 2024 14:39:17 +0000 Subject: [PATCH 06/12] make fields required --- static/logs_comparison.html | 8 ++++---- static/logs_comparison.js | 5 ++++- 2 files changed, 8 insertions(+), 5 deletions(-) diff --git a/static/logs_comparison.html b/static/logs_comparison.html index 990e27f..0aad1de 100644 --- a/static/logs_comparison.html +++ b/static/logs_comparison.html @@ -21,13 +21,13 @@

Comparison Logs

-
+
Database A
- +
@@ -35,13 +35,13 @@

Comparison Logs

Database B
- +
-
+
diff --git a/static/logs_comparison.js b/static/logs_comparison.js index 4291c9f..c4cf257 100644 --- a/static/logs_comparison.js +++ b/static/logs_comparison.js @@ -89,7 +89,10 @@ $(document).ready(function() { loadLogs(); // Load initial logs on page load $('#prevButton').click(function() { loadLogs('prev'); }); $('#nextButton').click(function() { loadLogs('next'); }); - $('#database-names-btn').click(function() { loadLogs(); }); + $('#database-names-form').submit(function(e) { + e.preventDefault(); // Prevent the form from being submitted normally + loadLogs(); + }); }); $('body').on('click', '.show-source', showSource); From 3a2b5508a4a87bb42404ed0ad242029ca79122fd Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Wed, 24 Jan 2024 14:39:40 +0000 Subject: [PATCH 07/12] check that database paths are files --- api_routes.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/api_routes.py b/api_routes.py index 3edfd6b..8dc1477 100644 --- a/api_routes.py +++ b/api_routes.py @@ -92,8 +92,10 @@ def logs_comparison(): database_b_name = request.args.get('database_b') assert database_a_name is not None assert database_b_name is not None - assert Path('db/' + database_a_name).exists() - assert Path('db/' + database_b_name).exists() + database_a_path = Path('db/' + database_a_name) + database_b_path = Path('db/' + database_b_name) + assert database_a_path.exists() and database_a_path.is_file() + assert database_b_path.exists() and database_b_path.is_file() per_page = 10 offset = (page - 1) * per_page return jsonify( From 0bffacc2f09bae1db6fd8671a24281b96c2924b2 Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Wed, 24 Jan 2024 14:43:04 +0000 Subject: [PATCH 08/12] actually read the inputted database urls --- api_routes.py | 4 ++-- database.py | 9 +++++---- 2 files changed, 7 insertions(+), 6 deletions(-) diff --git a/api_routes.py b/api_routes.py index 8dc1477..d0642a3 100644 --- a/api_routes.py +++ b/api_routes.py @@ -98,8 +98,8 @@ def logs_comparison(): assert database_b_path.exists() and database_b_path.is_file() per_page = 10 offset = (page - 1) * per_page - return jsonify( - logs=db.get_comparison_chatlogs_and_metrics(per_page, offset)) + return jsonify(logs=db.get_comparison_chatlogs_and_metrics( + str(database_a_path), str(database_b_path), per_page, offset)) @api_routes_blueprint.route('/api/metrics/', methods=['GET']) diff --git a/database.py b/database.py index d8fb75a..88a9e43 100644 --- a/database.py +++ b/database.py @@ -111,7 +111,9 @@ def get_chatlogs_and_metrics(limit: int, offset: int) -> List[dict]: return list(id_to_logs.values()) -def get_comparison_chatlogs_and_metrics(limit: int, offset: int) -> List[dict]: +def get_comparison_chatlogs_and_metrics(database_a_url: str, + database_b_url: str, limit: int, + offset: int) -> List[dict]: ''' Returns a list of chat logs and metrics for Database A and Database B, each of which is a dictionary with the following structure: @@ -153,7 +155,7 @@ def get_comparison_chatlogs_and_metrics(limit: int, offset: int) -> List[dict]: 'limit': limit, 'offset': offset }, - database_url='db/evaluation_results_0121.db') + database_url=database_a_url) query_b = ''' SELECT chat_log.*, metric.metric_name, metric.metric_value, metric.explanation FROM ( @@ -162,8 +164,7 @@ def get_comparison_chatlogs_and_metrics(limit: int, offset: int) -> List[dict]: ) AS chat_log LEFT JOIN metric ON chat_log.id = metric.log_id ''' - b_logs = _select_data(query_b, - database_url='db/evaluation_results_0123-gpt4.db') + b_logs = _select_data(query_b, database_url=database_b_url) metric_columns = ['metric_name', 'metric_value', 'explanation'] # Each row in a_logs corresponds to a single metric. We want to group From 1168b39eaa597afa37f9d0f4c0f223ccae8f8269 Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Thu, 25 Jan 2024 03:54:37 +0000 Subject: [PATCH 09/12] handle errors --- static/logs_comparison.html | 6 ++++-- static/logs_comparison.js | 17 ++++++++++++++--- static/style.css | 5 +++++ 3 files changed, 23 insertions(+), 5 deletions(-) diff --git a/static/logs_comparison.html b/static/logs_comparison.html index 0aad1de..e896508 100644 --- a/static/logs_comparison.html +++ b/static/logs_comparison.html @@ -27,16 +27,18 @@

Comparison Logs

Database A
- + +
Database B
- +
+
diff --git a/static/logs_comparison.js b/static/logs_comparison.js index c4cf257..4007bb2 100644 --- a/static/logs_comparison.js +++ b/static/logs_comparison.js @@ -8,8 +8,16 @@ function loadLogs(direction) { } $('#qa-table tr:not(:first)').remove(); // Remove all rows except headers const logsComparisonUrl = `/api/logs_comparison?page=${currentPage}&database_a=${$('#database-a').val()}&database_b=${$('#database-b').val()}`; - $.get(logsComparisonUrl, function(data) { - data.logs.forEach(log => { + $.get(logsComparisonUrl, function(response) { + if (response.success === false) { + const errors = Object.keys(response.errors); + errors.forEach(function(error) { + $(`*[data-error-for~="${error}"]`).addClass('is-invalid'); + $(`*[data-error-message-for="${error}"]`).html(`

${response.errors[error]}

`); + }); + return; + } + response.logs.forEach(log => { // Construct the rows of the metrics table. `log` has the fields // `metrics_a` and `metrics_b`, which are JSON objects with the // metric names as keys and their values as @@ -91,8 +99,11 @@ $(document).ready(function() { $('#nextButton').click(function() { loadLogs('next'); }); $('#database-names-form').submit(function(e) { e.preventDefault(); // Prevent the form from being submitted normally + // Clear the error messages + $('*[data-error-for]').removeClass('is-invalid'); + $('*[data-error-message-for]').empty(); loadLogs(); - }); + }); }); $('body').on('click', '.show-source', showSource); diff --git a/static/style.css b/static/style.css index 97c487a..2a286d6 100644 --- a/static/style.css +++ b/static/style.css @@ -140,4 +140,9 @@ summary { font-size: 1.15rem; font-weight: bold; color: #495057; +} + +.error-message { + padding-left: 125px; /* Hack to align the error message with the input box */ + box-sizing: border-box; } \ No newline at end of file From dc47a6f0b5dbdc61232d342d0454a28567816121 Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Thu, 25 Jan 2024 03:56:58 +0000 Subject: [PATCH 10/12] change class name --- static/logs_comparison.html | 4 ++-- static/style.css | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/static/logs_comparison.html b/static/logs_comparison.html index e896508..951e145 100644 --- a/static/logs_comparison.html +++ b/static/logs_comparison.html @@ -29,7 +29,7 @@

Comparison Logs

-
+
@@ -38,7 +38,7 @@

Comparison Logs

-
+
diff --git a/static/style.css b/static/style.css index 2a286d6..80dffaf 100644 --- a/static/style.css +++ b/static/style.css @@ -142,7 +142,7 @@ summary { color: #495057; } -.error-message { +.database-name-error-message { padding-left: 125px; /* Hack to align the error message with the input box */ box-sizing: border-box; } \ No newline at end of file From 9a6cc7eeaf27b027c83cd79e8da43718dbea826f Mon Sep 17 00:00:00 2001 From: Yosuke Higashi Date: Thu, 25 Jan 2024 03:57:21 +0000 Subject: [PATCH 11/12] add eval results dbs --- db/evaluation_results_a.db | Bin 0 -> 397312 bytes db/evaluation_results_b.db | Bin 0 -> 434176 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 db/evaluation_results_a.db create mode 100644 db/evaluation_results_b.db diff --git a/db/evaluation_results_a.db b/db/evaluation_results_a.db new file mode 100644 index 0000000000000000000000000000000000000000..2066b9a90b3112b22c31690e05792a54b8389fb2 GIT binary patch literal 397312 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api_routes.py | 24 ++++++++++++++++++++---- 1 file changed, 20 insertions(+), 4 deletions(-) diff --git a/api_routes.py b/api_routes.py index d0642a3..db64df6 100644 --- a/api_routes.py +++ b/api_routes.py @@ -1,5 +1,6 @@ import os import subprocess +from collections import defaultdict from datetime import datetime from pathlib import Path @@ -94,12 +95,27 @@ def logs_comparison(): assert database_b_name is not None database_a_path = Path('db/' + database_a_name) database_b_path = Path('db/' + database_b_name) - assert database_a_path.exists() and database_a_path.is_file() - assert database_b_path.exists() and database_b_path.is_file() + + errors = defaultdict(list) + if not database_a_path.exists(): + errors['database-a'].append( + f'{database_a_name} does not exist in the db/ directory') + elif not database_a_path.is_file(): + errors['database-a'].append(f'{database_a_name} is not a file') + if not database_b_path.exists(): + errors['database-b'].append( + f'{database_b_name} does not exist in the db/ directory') + elif not database_b_path.is_file(): + errors['database-b'].append(f'{database_b_name} is not a file') + if len(errors) > 0: + return {'success': False, 'errors': errors} + per_page = 10 offset = (page - 1) * per_page - return jsonify(logs=db.get_comparison_chatlogs_and_metrics( - str(database_a_path), str(database_b_path), per_page, offset)) + return jsonify(success=True, + logs=db.get_comparison_chatlogs_and_metrics( + str(database_a_path), str(database_b_path), per_page, + offset)) @api_routes_blueprint.route('/api/metrics/', methods=['GET'])