Python(feat): pytest summary output

python/CHANGELOG.md

@@ -16,6 +16,7 @@ Highlights:
 - **Pass/fail mapping.** Every pytest outcome (pass, assertion failure, exception, skip, xfail, hard exit) maps to a `TestStatus` and propagates to parent steps and the report. `step.measure(...)` returns a pass/fail boolean without raising, so all measurements land in the report even when one fails; `step.fail_if_measurements_failed()` fails the test at the end without adding assertion noise to `error_info`.
 - **Assertion messages as error info.** Assertion failure messages are reported as the step's error info.
 - **Git metadata.** Repo, branch, and commit are captured on the report automatically.
+- **Terminal output.** The plugin prints a session header with the SDK version and active mode, and an end-of-run `Sift report` panel showing the test case, outcome, step and measurement breakdowns (color-coded), test system/operator, plus a link to the report (online), the saved log and upload command (offline), or a disabled note. Both suppress under `-q`. `SiftClient.app_url` exposes the web-app origin; set `sift_report_url_base` for on-prem or custom deployments. `--sift-open-report` opens the report in a browser at session end.
 
 See the [Pytest Plugin guide](https://github.com/sift-stack/sift/blob/main/python/docs/guides/pytest_plugin/index.md) and the runnable quickstart example for full configuration.
 

python/docs/guides/pytest_plugin/configuration.md

@@ -132,6 +132,8 @@ def sift_client() -> SiftClient:
 | `--sift-disabled` | off | Skip Sift entirely. Nothing contacts the API and no log file is written; `step.measure(...)` still evaluates bounds and returns a real pass/fail boolean. Also honored via `SIFT_DISABLED=1`. Supersedes every other flag (disabled wins over offline). |
 | `--sift-log-file=<path\|true\|false>` | temp file | Where the JSONL log of create/update calls goes. With a log file set, the plugin spawns an `import-test-result-log --incremental` worker that polls the file and replays entries against Sift while the run is in flight. Pass `false` to disable the file entirely; create/update calls then go straight to the API synchronously during tests. Incompatible with `--sift-offline` since offline mode needs the log file as its sole sink. |
 | `--no-sift-git-metadata` | git metadata on | Skip capturing git repo/branch/commit on the report's metadata. |
+| `--sift-report-url-base=<origin>` | derived from REST URI | Web-app origin used to build the clickable report link in the terminal footer (e.g. `https://app.siftstack.com`). Set this for on-prem or custom deployments whose API host can't be mapped to a frontend automatically. Also honored via the `SIFT_APP_URL` environment variable. When unset, the link is derived from the REST URI for known Sift hosts. |
+| `--sift-open-report` | off | Open the resulting report in a browser at session end. Online mode only; a no-op when the report URL can't be resolved. Intended for local development. |
 
 These can be passed permanently via `addopts`:
 
@@ -158,6 +160,7 @@ CLI flags, when passed, override the ini values.
 | `sift_module_step` | bool (default `true`) | _(ini-only)_. Opens a parent step for each test module (file). |
 | `sift_class_step` | bool (default `true`) | _(ini-only)_. Opens a parent step for each test class, including nested classes. |
 | `sift_parametrize_nesting` | bool (default `true`) | _(ini-only)_. Clusters parametrized tests under shared parents (`test_x`, `axis=value`) instead of flat leaves (`test_x[value]`). |
+| `sift_open_report` | bool (default `false`) | `--sift-open-report` |
 
 ```toml title="pyproject.toml"
 [tool.pytest.ini_options]

python/docs/guides/pytest_plugin/running_modes.md

@@ -25,6 +25,88 @@ pytest --sift-log-file=./sift-results.jsonl
 Pass both flags and disabled wins: it skips Sift entirely and supersedes every
 other setting.
 
+## Terminal output
+
+Each run prints a header with the SDK version and active mode, and an end-of-run
+`Sift report` panel summarizing the outcome. Both are suppressed under `-q`. The
+panel is color-coded when the terminal supports it (green pass, red
+failure/error, yellow skip, cyan link) and plain text otherwise (`--color=no`,
+captured output, CI logs).
+
+The section title carries the report name (truncated if long). The `Steps` row
+tallies every step in the report by final status, so it counts substeps and the
+package/module/class/parametrize grouping steps too — its totals are expected to
+exceed pytest's own test count. The `Measurements` row tallies recorded
+measurements (`step.measure(...)`) and is omitted when there are none. The
+`Test case` and `System` rows echo the report's test case, test system, and
+operator.
+
+**Online** shows the report metadata, step and measurement breakdowns, and a
+clickable link. The web host is derived from the REST URI for known Sift hosts;
+for on-prem or custom deployments set `--sift-report-url-base`
+(ini: `sift_report_url_base`, env: `SIFT_APP_URL`). Add `--sift-open-report` to
+open the report in a browser at session end.
+
+```text
+============================= test session starts ==============================
+platform linux -- Python 3.11.8, pytest-8.3.2, pluggy-1.5.0
+Sift: sift-stack-py 0.17.0 — online mode
+collected 12 items
+
+tests/test_battery.py ........                                           [ 66%]
+tests/test_thermal.py ....                                               [100%]
+
+================ Sift report · pytest tests/ 2026-05-27T22:44:23Z ==============
+  Test case    pytest tests/
+  Status       PASSED       online · sift-stack-py 0.17.0
+  Steps        14 passed
+  Measurements 42 passed
+  System       ci-runner-7 · cibot
+  Log file     /tmp/sift-a1b2c3.jsonl
+  Report       https://app.siftstack.com/test-results/0193f1a2-7c44-7e5b-9b1a-2f6c0d9e84aa
+============================== 12 passed in 3.45s ==============================
+```
+
+If the background uploader doesn't finish, the panel still links the report and
+flags that it may be incomplete:
+
+```text
+================ Sift report · pytest tests/ 2026-05-27T22:44:23Z ==============
+  Test case    pytest tests/
+  Status       FAILED       online · sift-stack-py 0.17.0
+  Steps        11 passed · 2 failed · 1 error
+  Measurements 40 passed · 3 failed
+  System       ci-runner-7 · cibot
+  Log file     /tmp/sift-a1b2c3.jsonl
+  Report       https://app.siftstack.com/test-results/0193f1a2-7c44-7e5b-9b1a-2f6c0d9e84aa
+               may be incomplete — finish with: import-test-result-log /tmp/sift-a1b2c3.jsonl
+```
+
+When the web host can't be resolved and no override is set, the `Report` row
+shows the report id instead of a link.
+
+**Offline** shows the metadata and breakdowns, then the upload command under a
+small rule (the log path is part of the command):
+
+```text
+================ Sift report · pytest tests/ 2026-05-27T22:44:23Z ==============
+  Test case    pytest tests/
+  Status       PASSED       offline · not uploaded
+  Steps        14 passed
+  Measurements 42 passed
+  System       ci-runner-7 · cibot
+  Log file     ./run.jsonl
+------------------------------ to upload to Sift -------------------------------
+  >> import-test-result-log ./run.jsonl
+```
+
+**Disabled** notes that no report was created:
+
+```text
+===================================== Sift =====================================
+Sift disabled — no test report created.
+```
+
 ## Online mode (default)
 
 `report_context` resolves `client_has_connection` at session start. The default

python/lib/sift_client/_internal/grpc_transport/transport.py

@@ -8,7 +8,6 @@
 
 from importlib.metadata import PackageNotFoundError, version
 from typing import TYPE_CHECKING, Any, TypedDict, cast
-from urllib.parse import ParseResult, urlparse
 
 import grpc
 import grpc.aio as grpc_aio
@@ -21,6 +20,7 @@
     Metadata,
     MetadataInterceptor,
 )
+from sift_client._internal.urls import parse_host
 
 if TYPE_CHECKING:
     from sift_client._internal.grpc_transport._async_interceptors.base import ClientAsyncInterceptor
@@ -78,7 +78,7 @@ def use_sift_channel(
 
     credentials = get_ssl_credentials(cert_via_openssl)
     options = _compute_channel_options(config)
-    api_uri = _clean_uri(config["uri"], use_ssl)
+    api_uri = parse_host(config["uri"])
     channel = grpc.secure_channel(api_uri, credentials, options)
     interceptors = _compute_sift_interceptors(config, metadata)
     return grpc.intercept_channel(channel, *interceptors)
@@ -98,7 +98,7 @@ def use_sift_async_channel(
         return _use_insecure_sift_async_channel(config, metadata)
 
     return grpc_aio.secure_channel(
-        target=_clean_uri(config["uri"], use_ssl),
+        target=parse_host(config["uri"]),
         credentials=get_ssl_credentials(cert_via_openssl),
         options=_compute_channel_options(config),
         interceptors=_compute_sift_async_interceptors(config, metadata),
@@ -112,7 +112,7 @@ def _use_insecure_sift_channel(
     FOR DEVELOPMENT PURPOSES ONLY
     """
     options = _compute_channel_options(config)
-    api_uri = _clean_uri(config["uri"], False)
+    api_uri = parse_host(config["uri"])
     channel = grpc.insecure_channel(api_uri, options)
     interceptors = _compute_sift_interceptors(config, metadata)
     return grpc.intercept_channel(channel, *interceptors)
@@ -125,7 +125,7 @@ def _use_insecure_sift_async_channel(
     FOR DEVELOPMENT PURPOSES ONLY
     """
     return grpc_aio.insecure_channel(
-        target=_clean_uri(config["uri"], False),
+        target=parse_host(config["uri"]),
         options=_compute_channel_options(config),
         interceptors=_compute_sift_async_interceptors(config, metadata),
     )
@@ -205,21 +205,6 @@ def _metadata_async_interceptor(
     return MetadataAsyncInterceptor(md)
 
 
-def _clean_uri(uri: str, use_ssl: bool) -> str:
-    """
-    This will automatically transform the URI to an acceptable form regardless of whether or not
-    users included the scheme in the URL or included trailing slashes.
-    """
-
-    if "http://" in uri or "https://" in uri:
-        parsed: ParseResult = urlparse(uri)
-        return parsed.netloc
-
-    full_uri = f"https://{uri}" if use_ssl else f"http://{uri}"
-    parsed_res: ParseResult = urlparse(full_uri)
-    return parsed_res.netloc
-
-
 def _compute_user_agent() -> str:
     try:
         return f"sift_stack_py/{version('sift_stack_py')}"

python/lib/sift_client/_internal/rest.py

@@ -6,7 +6,7 @@
 from typing_extensions import NotRequired
 from urllib3.util import Retry
 
-from sift_client._internal.grpc_transport.transport import _clean_uri
+from sift_client._internal.urls import parse_host
 
 _DEFAULT_REST_RETRY = Retry(total=3, status_forcelist=[500, 502, 503, 504], backoff_factor=1)
 
@@ -33,7 +33,7 @@ class SiftRestConfig(TypedDict):
 def compute_uri(restconf: SiftRestConfig) -> str:
     uri = restconf["uri"]
     use_ssl = restconf.get("use_ssl", True)
-    clean_uri = _clean_uri(uri, use_ssl)
+    clean_uri = parse_host(uri)
 
     if use_ssl:
         return f"https://{clean_uri}"

python/lib/sift_client/_internal/urls.py

@@ -0,0 +1,55 @@
+"""Helpers for turning Sift API endpoints into web-app (frontend) URLs.
+
+The Sift frontend can be hosted on several domains and the backend exposes no
+field for its own URL, so the frontend origin is derived client-side from the
+API host. This table mirrors the canonical mapping used by the Grafana
+datasource (sift-stack/sift-grafana-datasource,
+``src/components/sharelink/getFrontendHostnameDefaults.ts``). Hosts outside the
+table (on-prem and custom deployments) require an explicit override.
+"""
+
+from __future__ import annotations
+
+from urllib.parse import urlparse
+
+# API host (host[:port], no scheme) -> frontend origin (with scheme).
+_API_HOST_TO_FRONTEND_ORIGIN: dict[str, str] = {
+    "api.siftstack.com": "https://app.siftstack.com",
+    "gov.api.siftstack.com": "https://gov.siftstack.com",
+}
+
+
+def parse_origin(url: str) -> str:
+    """Normalize a URL or bare host into a ``scheme://host[:port]`` origin.
+
+    Bare hosts (no scheme) are assumed to be ``https``.
+    """
+    candidate = url if "://" in url else f"https://{url}"
+    parsed = urlparse(candidate)
+    return f"{parsed.scheme}://{parsed.netloc}".rstrip("/")
+
+
+def parse_host(url: str) -> str:
+    """Extract ``host[:port]`` from a URL or bare host string."""
+    candidate = url if "://" in url else f"https://{url}"
+    return urlparse(candidate).netloc
+
+
+def frontend_origin_for_api(api_base_url: str, override: str | None = None) -> str | None:
+    """Return the Sift web-app origin for a given API base URL.
+
+    Args:
+        api_base_url: The REST API base URL (e.g. ``https://api.siftstack.com``).
+        override: An explicit frontend origin (host or full URL) to use instead
+            of the derived value. Set this for on-prem or custom deployments
+            whose API host isn't in the built-in mapping.
+
+    Returns:
+        The frontend origin (e.g. ``https://app.siftstack.com``), or ``None``
+        when no override is given and the API host isn't recognized.
+    """
+    if override:
+        return parse_origin(override)
+    if not api_base_url:
+        return None
+    return _API_HOST_TO_FRONTEND_ORIGIN.get(parse_host(api_base_url))

python/lib/sift_client/_tests/pytest_plugin/conftest.py

@@ -29,7 +29,7 @@
 
 import pytest
 
-_SIFT_ENV_VARS = ("SIFT_API_KEY", "SIFT_GRPC_URI", "SIFT_REST_URI", "SIFT_DISABLED")
+_SIFT_ENV_VARS = ("SIFT_API_KEY", "SIFT_GRPC_URI", "SIFT_REST_URI", "SIFT_DISABLED", "SIFT_APP_URL")
 
 
 @pytest.fixture