From 18d7980582a505756b6090a35c3ca90de857b388 Mon Sep 17 00:00:00 2001 From: G0DSEND016 Date: Mon, 16 Mar 2026 06:34:36 +0100 Subject: [PATCH] add validation test --- tests/__init__.py | 0 tests/results/report_2026-03-16_06-26-14.png | Bin 0 -> 195825 bytes tests/runner.py | 294 +++++++++++++++++++ tests/test_queries.db | Bin 0 -> 36864 bytes 4 files changed, 294 insertions(+) create mode 100644 tests/__init__.py create mode 100644 tests/results/report_2026-03-16_06-26-14.png create mode 100644 tests/runner.py create mode 100644 tests/test_queries.db diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/tests/results/report_2026-03-16_06-26-14.png b/tests/results/report_2026-03-16_06-26-14.png new file mode 100644 index 0000000000000000000000000000000000000000..d1dc63e6fcbdbaa85a51b6ee2edeaeab0bac2751 GIT binary patch literal 195825 zcmd3OgVK0*Ntlfb>Y|8jS%87?i+3nh~Q$w+aXd(p?gx 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+CONCURRENT_LIMIT = 5 +DELAY_BETWEEN = 0.3 + +HEADERS = { + "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) Chrome/124.0.0.0 Safari/537.36", + "Accept": "application/json, text/plain, */*", + "Accept-Language": "sk-SK,sk;q=0.9", + "Referer": "https://obcan.justice.sk/", + "Origin": "https://obcan.justice.sk", +} + +TOOL_MAP = { + "judge": (f"{JUSTICE_API_BASE}/v1/sudca","search"), + "judge_id": (f"{JUSTICE_API_BASE}/v1/sudca","id"), + "judge_autocomplete": (f"{JUSTICE_API_BASE}/v1/sudca/autocomplete","autocomplete"), + "court": (f"{JUSTICE_API_BASE}/v1/sud","search"), + "court_id": (f"{JUSTICE_API_BASE}/v1/sud","id"), + "court_autocomplete": (f"{JUSTICE_API_BASE}/v1/sud/autocomplete","autocomplete"), + "decision": (f"{JUSTICE_API_BASE}/v1/rozhodnutie","search"), + "decision_id": (f"{JUSTICE_API_BASE}/v1/rozhodnutie","id"), + "decision_autocomplete": (f"{JUSTICE_API_BASE}/v1/rozhodnutie/autocomplete","autocomplete"), + "contract": (f"{JUSTICE_API_BASE}/v1/zmluvy","search"), + "contract_id": (f"{JUSTICE_API_BASE}/v1/zmluvy","id"), + "contract_autocomplete": (f"{JUSTICE_API_BASE}/v1/zmluvy/autocomplete","autocomplete"), + "civil_proceedings": (f"{JUSTICE_API_BASE}/v1/obcianPojednavania","search"), + "civil_proceedings_id": (f"{JUSTICE_API_BASE}/v1/obcianPojednavania","id"), + "civil_proceedings_autocomplete": (f"{JUSTICE_API_BASE}/v1/obcianPojednavania/autocomplete","autocomplete"), + "admin_proceedings": (f"{JUSTICE_API_BASE}/v1/spravneKonanie","search"), + "admin_proceedings_id": (f"{JUSTICE_API_BASE}/v1/spravneKonanie","id"), + "admin_proceedings_autocomplete": (f"{JUSTICE_API_BASE}/v1/spravneKonanie/autocomplete","autocomplete"), + "mimo_rozsah": (None,"skip"), +} + + +def load_queries(limit: int = None) -> list[dict]: + conn = sqlite3.connect(DB_PATH) + conn.row_factory = sqlite3.Row + sql = "SELECT * FROM test_queries ORDER BY id" + if limit: + sql += f" LIMIT {limit}" + rows = conn.execute(sql).fetchall() + conn.close() + return [dict(r) for r in rows] + + +def pick_keyword(row: dict) -> str: + first = (row.get("expected_keywords") or "").split(",")[0].strip() + if len(first) > 2: + return first + words = [w for w in row["query_sk"].split() if len(w) > 3] + return " ".join(words[:2]) or row["query_sk"][:20] + + +def count_results(data) -> int | None: + if isinstance(data, list): + return len(data) + if isinstance(data, dict): + for key in ("totalElements", "total", "count", "numberOfElements"): + if key in data: + return int(data[key]) + if "content" in data: + return len(data["content"]) + return 1 + return None + + +async def validate_one( + client: httpx.AsyncClient, + semaphore: asyncio.Semaphore, + row: dict, + idx: int, + total: int, +) -> dict: + result = { + "id": row["id"], + "category": row["category"], + "difficulty": row["difficulty"], + "tool": row["expected_tool"], + "query": row["query_sk"], + "status": "pending", + "http_code": None, + "result_count": None, + "duration_ms": None, + "error": None, + } + + endpoint, call_type = TOOL_MAP.get(row["expected_tool"], (None, "skip")) + + print(f"Request {idx}/{total}") + + if call_type == "skip": + result["status"] = "SKIP" + return result + + if call_type == "id": + id_val = (row.get("expected_keywords") or "").split(",")[0].strip() + url, params = f"{endpoint}/{id_val}", {} + elif call_type == "autocomplete": + url, params = endpoint, {"query": pick_keyword(row), "limit": 5} + else: + url, params = endpoint, {"query": pick_keyword(row), "size": 5} + + async with semaphore: + await asyncio.sleep(DELAY_BETWEEN) + t0 = time.perf_counter() + try: + resp = await client.get(url, params=params, headers=HEADERS, timeout=REQUEST_TIMEOUT) + result["duration_ms"] = round((time.perf_counter() - t0) * 1000) + result["http_code"] = resp.status_code + + if resp.status_code == 200: + try: + cnt = count_results(resp.json()) + result["result_count"] = cnt + result["status"] = "OK" if cnt and cnt > 0 else "EMPTY" + except Exception: + result["status"] = "OK" + elif resp.status_code == 404: + result["status"] = "NOT_FOUND" + elif resp.status_code == 403: + result["status"] = "FORBIDDEN" + else: + result["status"] = "HTTP_ERROR" + result["error"] = f"HTTP {resp.status_code}" + + except httpx.TimeoutException: + result["status"] = "TIMEOUT" + result["duration_ms"] = REQUEST_TIMEOUT * 1000 + except httpx.ConnectError as e: + result["status"] = "CONN_ERROR" + result["error"] = str(e) + except Exception as e: + result["status"] = "ERROR" + result["error"] = str(e) + + return result + + +async def run_all(rows: list[dict]) -> list[dict]: + semaphore = asyncio.Semaphore(CONCURRENT_LIMIT) + async with httpx.AsyncClient(follow_redirects=True) as client: + tasks = [ + validate_one(client, semaphore, row, i + 1, len(rows)) + for i, row in enumerate(rows) + ] + return list(await asyncio.gather(*tasks)) + + +def generate_charts(results: list[dict], ts: str) -> Path: + import matplotlib + matplotlib.use("Agg") + import matplotlib.pyplot as plt + import matplotlib.patches as mpatches + import numpy as np + from collections import Counter, defaultdict + + STATUS_COLORS = { + "OK": "#1D9E75", + "EMPTY": "#EF9F27", + "SKIP": "#888780", + "NOT_FOUND": "#E24B4A", + "FORBIDDEN": "#D85A30", + "TIMEOUT": "#D4537E", + "HTTP_ERROR": "#E24B4A", + "CONN_ERROR": "#E24B4A", + "ERROR": "#E24B4A", + } + DIFF_COLORS = {"easy": "#1D9E75", "medium": "#EF9F27", "hard": "#E24B4A"} + + OUT_DIR.mkdir(parents=True, exist_ok=True) + + used_statuses = [s for s in STATUS_COLORS if any(r["status"] == s for r in results)] + + fig = plt.figure(figsize=(18, 18), facecolor="#FAFAF8") + fig.suptitle( + f"Validation Report - Legal AI Agent\n{ts.replace('_', ' ')}", + fontsize=15, fontweight="bold", y=0.98, color="#2C2C2A" + ) + # 2 rows: [pie + category] | [histogram + difficulty] + gs = fig.add_gridspec(2, 2, hspace=0.45, wspace=0.35, + top=0.94, bottom=0.04, left=0.07, right=0.97) + + def styled(ax, title): + ax.set_title(title, fontsize=12, fontweight="bold", color="#2C2C2A") + ax.set_facecolor("#F9F9F7") + ax.spines[["top", "right"]].set_visible(False) + ax.grid(axis="y", alpha=0.3, linestyle="--") + + # 1. Pie — overall results + ax1 = fig.add_subplot(gs[0, 0]) + cnt = Counter(r["status"] for r in results) + wedges, texts, pcts = ax1.pie( + cnt.values(), + labels=cnt.keys(), + colors=[STATUS_COLORS.get(k, "#888780") for k in cnt], + autopct="%1.1f%%", startangle=90, pctdistance=0.82, + wedgeprops={"edgecolor": "white", "linewidth": 1.5}, + ) + for t in texts: t.set_fontsize(10) + for t in pcts: t.set_fontsize(9); t.set_color("white"); t.set_fontweight("bold") + ax1.set_title("Overall Results", fontsize=12, fontweight="bold", color="#2C2C2A") + + # 2. Bar — results by category + ax2 = fig.add_subplot(gs[0, 1]) + categories = sorted(set(r["category"] for r in results)) + cat_data = defaultdict(Counter) + for r in results: + cat_data[r["category"]][r["status"]] += 1 + + x, w = np.arange(len(categories)), 0.8 / max(len(used_statuses), 1) + for i, status in enumerate(used_statuses): + vals = [cat_data[c][status] for c in categories] + offset = (i - len(used_statuses) / 2 + 0.5) * w + ax2.bar(x + offset, vals, w, label=status, + color=STATUS_COLORS.get(status, "#888780"), + edgecolor="white", linewidth=0.5) + + ax2.set_xticks(x) + ax2.set_xticklabels([c[:13] for c in categories], rotation=35, ha="right", fontsize=8) + ax2.set_ylabel("Count", fontsize=10) + ax2.legend(fontsize=7, loc="upper right") + styled(ax2, "Results by Category") + + # 3. Histogram — response times + ax4 = fig.add_subplot(gs[1, 0]) + times = [r["duration_ms"] for r in results + if r["duration_ms"] and r["status"] != "SKIP"] + if times: + ax4.hist(times, bins=20, color="#378ADD", edgecolor="white", linewidth=0.7, alpha=0.85) + avg = sum(times) / len(times) + ax4.axvline(avg, color="#E24B4A", linewidth=1.5, linestyle="--", + label=f"Avg: {avg:.0f} ms") + ax4.set_xlabel("ms", fontsize=10) + ax4.set_ylabel("Requests", fontsize=10) + ax4.legend(fontsize=9) + styled(ax4, "API Response Time Distribution") + + # 4. Bar — results by difficulty + ax5 = fig.add_subplot(gs[1, 1]) + difficulties = ["easy", "medium", "hard"] + diff_data = defaultdict(Counter) + for r in results: + diff_data[r["difficulty"]][r["status"]] += 1 + + x2, w2 = np.arange(3), 0.8 / max(len(used_statuses), 1) + for i, status in enumerate(used_statuses): + vals = [diff_data[d][status] for d in difficulties] + offset = (i - len(used_statuses) / 2 + 0.5) * w2 + ax5.bar(x2 + offset, vals, w2, label=status, + color=STATUS_COLORS.get(status, "#888780"), + edgecolor="white", linewidth=0.5) + + ax5.set_xticks(x2) + ax5.set_xticklabels(difficulties, fontsize=10) + ax5.set_ylabel("Count", fontsize=10) + ax5.legend(fontsize=8) + styled(ax5, "Results by Difficulty") + + + out = OUT_DIR / f"report_{ts}.png" + fig.savefig(out, dpi=150, bbox_inches="tight", facecolor=fig.get_facecolor()) + plt.close(fig) + return out + + +if __name__ == "__main__": + limit = int(sys.argv[1]) if len(sys.argv) > 1 else None + + rows = load_queries(limit) + ts = datetime.now().strftime("%Y-%m-%d_%H-%M-%S") + + print(f"Start Test Validation") + + results = asyncio.run(run_all(rows)) + + print(f"End Test Validation") + + out = generate_charts(results, ts) + print(f"Test image is saved: {out}") \ No newline at end of file diff --git a/tests/test_queries.db b/tests/test_queries.db new file mode 100644 index 0000000000000000000000000000000000000000..d2b25a1469a079d08dcfd097d2d89c4e8b633239 GIT binary patch literal 36864 zcmeHQTWlQHd0y&HN)+unTV|tdJc`OtjFwz3DT)?VRiP+K-cS-LlAm7;RMN07PXgi&iwy>{`>!*A{Nw@(uo__s{#;9~*1@c0We#JH8Y<{>S(g{X`UqC=gK~qCiA}hyoD>A__zl zh$s+IAfmv}1qGJ&9U44yrsq!0+$dVrcZvuu*Q?e$b*r2UzTH2!JU_cSZ>-KA__zlh$s+IAfiA-frtVT1%AOOaAXSzA6~<+Ls#(Y zU>d&;e41+WJp(_C;lJo7qCiA}hyoD>A__zlh$s+IAfiA-frtVT1tJPW6!^KIz)L;* zhkEqhh;skIAH)V@--!)OAOF+-ANHR;cKhgG9PR1*RIh#H$&ptMuOIrmL-xV95B$S{ zhx@;`Ke?~o^Itt{82+7~0dlyX{&Zh#aKt@77>{49wm-@@8_msUPtAOLr(u?D>#nm= zFtMlHSB89sn%?xYLuOZ zQ)dg5@o&l8cIsm}r(UViXlkioYhE#H_0nQ~#-L9}$20iPJu%2Y>lvI)EQEk|v%RyG zw~Z3|SE>cT!(nU~mn&usk2f2Z@vmR|J@2h)WDRrosjR2m8$MVU%8Xq8 z30q!U>^FY77j&}*heKhT^#Iy#|5er5uuTxA(%vcMY{My3tZLm@s#v=_PU8|I#v*+t zKjHweVOPzZRl8~zYgT2(@C|Z@;*30_gJ%-i5c2Sy!?6@j7pr0C)yC~Uv5R)OT5w86 zp<-^?DWm07%)CY0y6xn#|3Mhn|m-!5C6XmVov37g0Pr6n{tjWb5osnnJ# z&bC#lHQg_KO2CAaJ!#-g#r5V;Cy^G1kknScKh+} z4k+5#-LYzgrsOzmYs~~eEeK4Z*nX1R#9psftn#xDZBwH%Cm|bEuGiX6Qreg%qbG?& z%iOHs>$|iV{IfSWB3NSy)O|U&A}V-kq|%>r^|g|l0$qUiJ`>XV|k4blEpkN0E{?;Yv6&c z30dgu_kU`7JAb@4mVC94JP}V;>-n71u%S+wxMr^iO`W%Drd>4XYiM0G>{;cS{lG4O zN1Y1foxU*FGhrR}0svy{a0hum}; z?VSQ`IAg0aJp=-4Y0A>bis$Le@Od85p@%&v^nq^XSRdeVPi8K}=feOJs6%BnDw_~X z1~ZT^Sp>|D_D%)rSL)%M4fzDHH_fd^b9VL0&kQ?BFGGhEJo2z^ z=U3`^claoSIg>dPPDClLVxP9rirIqIB$eDUpMBVVTs9#_IlDx#E)a>?3nn`XVyR{@ z+6sZ4O%qy%h5%+})qF6!BYl8$#GM|Tj-Qv*^*aH+4R;zTqX1q4A<8D~|3}-fB?Q}p zdbyCZ>!D!Yw4uz&O{h49I@$Pf4z5qkp|#k!pi=;<3T^G4?q#s{4&H#-6|Cupb-{V| zw7|?n`*EY(#9j+_;QP;@4l=4zgqN5Ia5k29M}3)sv0-a+Z7DXItX<7)+%>oDs?VBi z9buq4uqO3zP}jJpWp0s?mOQ&%u_|@g7bvBY(P%$`mBV&(+H!|x+u5+-;#kj~It?PW z31yYrECBC@Rbb5NFbgF73r*!Q?9>BnE2V}Abw`vB#b(A})2bF+LZi_HP<3Mz`^h0G zx~anq*}=g}@i)SeRZ4o(sqTJ@Oav1|-{#n+6wZJq;ckb?dFFL*0j|wb;%kDQ6Ux-g z`i#*r!TtOpC^#6lY~o%xw3>8sA}jesja$_UAzPQ`2Fldvsz}py5Mh{lR2Vr6+0*R zMa@VBzu$x1#iS<0n|Tu&L%Eat8RVmbm%1sTfWm|+;(Un!XvxV#l=4+84Es4bf(%e0r0!RT$@MQ{0#Kah|`BP&U-BITbgxoE8oaki-+1 z;C}{L1MI?ep$Z!~ToRp>_*UqWJ)jc!yH|SzAy*Rj!#P~YA$RN;m825(wm)dtIc=1j zb_%JFcs?NxaCH||2oP+T7SAm8!y%0K?8F8(j{p7fEB*h{@AeNI%N}j^J?i~l@6?fv z!yg>_w?kJCE*$u+{eQcEVqX(Oe-wM|r{+ce;yu{CJ=zyLHR9UIi-~N-X>B@rgjTlc z7XVM+OpHS|w~)Em-Dy7tr>QAW&w_iDMg;>c@kkyKpopSLoMqrF18QVckm5i@-OMAj zGsp4>cB{5i4sxShjLT2eZdsHRAvXg-^%c8<<1d&sV_cbEnRCyj7+z#GVW+I2qi*GYs%k$)UuVu7E3zq>WIpGlc=byM{Q}80l@ERY21$gg*rASq`l5 z<8mf|!+7`H7a3$1lGE`y?YVwd5qe4c-e@@N0uak^woO=FY_S4$g)}=;sCWYMU3DZg zO2zh0-a6%iNm|$}WnhS?=5j13aF*m$;_^<_BDn)XA4@go@;c zkz>wyQUP2LA$kc3Jiv~BJSaU{hAd&F+nHsGhw!k3OgoJAYXGLDM!+m){CrPK;MS)(>3 z1hu8^%YZ*BW`o>&8zvUOBl61^%#!VXW>|3E$@obP_OK1~;Z`*$UPQtb(m+v&@meNx zc04maaqcX%kj&B|_iC4sov|v_TEoOhK;h(zHsNb4{Jp6ZEkZ*TofTTs{p=Tnz-Hs| zuE2$eMb$Cp=dNcvrIbFMSy`A_Tv=M2$(%noHRC-Sxn!vx_Z~(-TDhX_-XCJ%ok=$1 z>s`TH(*iCGf-XQ35AKW6Dj^kHfLf;D2BHAw33{(3=}IFkWByP{fykEvC;6931(#4O zum!@!d6|LLv6j2^D-6H6r zUR0xUWrR?ODBP8>@cfx)0*;?zD4j^2iVt^1DTJfs4mBtPjJ79}vW)Spci1(Jn20(Hgr4G40B?6p(ubRfbae7Ulv**kU_ z*s|vX`S7?cK(Vkh!XI4Br>{8f+^a$+?k85d;uEUIq*O@mky;9y!Q(O{SEw!_G4h-Z zIfD_xHyqvvDM_cmOda1J5$OZ)Acl&|wm*kD%ByZ~GJ!NTh}(pFK_#W^6_gBiP{uLL zJW4yrT*(@a*aNRdg>AtkqtO0Ka-0Ce`q>FyJ>V&8yk+)@>WKK{tt9FLuUafG?t37_ zpki&*x2%$0BQp4=BkKm3*y@?_ab6G*%j3PizWG^NpXc3u>vN53$fP^tq;QXPJu^M! zf5h~Z{s_1C1fDVU>zPqeCDZfD;xT2B;3hk>No6z2gBS=tzGb$oobu-RMqaLn$LR}6 zhhGlyAkas-1E0YT4!J#(26#`G^pe_)dNU+-6i7vG$ zT_j``2p$gTg}NN$L8ArlkE`nz$`vfD`s~9oBQuprllC$0jf>0t%_KnScnh=x_Mwn+2CG$2ypdXuYz0?&x@ ztt06K*TZiLS2JhFa(2TmuEW#KS-41{{ID9bwB=7|`4$W6)Z3JNo-x)s0kp`pkW*K8 zzcj}%zmT3z48IuWnqAkZm6JCeE||w8mM@P0wCF3RRyI+cWmbLQwVpruB;-AM#!pNE_r%4% zSYpWSpH9c8Tcu*X(bNs1XYyEq83WMbM2Zg;TT!&CQn3!LQV_EuS}n>X16Aii4Os~? 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