+ j aRt0t^RIHtHt^RIHt^RIHt^RIH t ^RI H t ^RI H t Ht] P!]4tRRR R R R /t]^k!R R]RR7t!RR] 4tR.tR#))MappingSequence) BatchFeature) ImageInput)Unpack)logging)Gemma3ProcessorGemma3ProcessorKwargs dangerouszNo Dangerous Content: The image shall not contain content that facilitates or encourages activities that could cause real-world harm (e.g., building firearms and explosive devices, promotion of terrorism, instructions for suicide).sexualzNo Sexually Explicit content: The image shall not contain content that depicts explicit or graphic sexual acts (e.g., pornography, erotic nudity, depictions of rape or sexual assault).violencezNo Violence/Gore content: The image shall not contain content that depicts shocking, sensational, or gratuitous violence (e.g., excessive blood and gore, gratuitous violence against animals, extreme injury or moment of death).c@a]tRt^/toRRR/RRR//tV3RltRtVtR #) ShieldGemma2ProcessorKwargs text_kwargspaddingT images_kwargsdo_pan_and_scanFct<V^8dQh/S[S[,R,;R&S[S[S[3,R,;R&#)Npoliciescustom_policies)rstrr)format __classdict__s"y/home/luca/screen-checking/.venv/lib/python3.14/site-packages/transformers/models/shieldgemma2/processing_shieldgemma2.py __annotate__(ShieldGemma2ProcessorKwargs.__annotate__/s2smd""S#X&--N)__name__ __module__ __qualname____firstlineno__ _defaults__annotate_func____static_attributes____classdictcell__)rs@rrr/s1  t   u IrrF)totalcRaa]tRt^gMgMT!gM45 gM  gMrc P<V'g \R4h\V\4'gV.pVP'g \R4hVP R/4pRV9dVP R4VR&VP R/4pVP R4RJd\PR4R VR&VP R /4pR V9d+VP R R4VR &VP R R 4VR &/VPCVP R/4CpVP R4;pf\VP44p.p .p VFp \V \4'gV .p M(\V 4^8d\R\V 4 R24hVFbp V 'd&V PRRRRR/RRRW|,/./.4M!V PRRRRRRW|,/./.4V PV 4Kd K VPV R R7p\S V`@!RRV RV/VB#)a Generates a batch of inputs from the provided images. ShieldGemma was trained to classify image content for policy compliance using a specific prompt construction. This processor generates a batch of such prompts from the provided images by: 1. Creating a list of conversations, one for each `` pair; 2. Converting these conversations to text using `self.apply_chat_template()`; and 3. Encoding the conversations and images using the same techniques as `Gemma3Processor`. Args: images: A single image or a list of images to include in the batch. text: Not supported. videos: Not supported. audio: Not supported. kwargs: An optional dictionary of keyword arguments to configure the processor. Possible values include: * `custom_policies`: Additional policy definitions that augment the `self.policy_definitions` passed into the constructor. Note that `custom_policies` that share a key with `self.policy_definitions` will override the policy description * `policies`: (Optional) a list of keys in the joint `self.policy_definitions | custom_policies` dictionary of specific interest for the provided images. If empty or None, prompts will be generated for every key in the joint dictionary. Returns: A `BatchFeature` containing `input_ids`, `pixel_values`, etc. where each Tensor is of shape `(len(images) * len(policies), )`, and the order within the batch will be img1_policy1, ... img1_policyN, ... imgM_policyN. z&ShieldGemma 2 needs images to classifyz:ShieldGemma 2 requires the use of a specific chat template common_kwargsreturn_tensorsrrTz+ShieldGemma2 does not support pan and scan.Frr padding_sideleftrrz>ShieldGemma can process at most one image per sample, but got z imagesroleusercontenttypeimagetext)tokenizer9r) ValueError isinstancerr3 setdefaultpopgetlogger warning_oncer/listkeyslenappendapply_chat_templater,__call__)r0r9rFr5r=rrr/rmessagesexpanded_imagesimgpolicyr6s&&&, rrTShieldGemma2Processor.__call__TseFEF FFH--XF!!!YZ Z))/2> v %.4jj9I.JM* +))/2>   . /4 7    M N/4M+ ,'' r: K '%+ZZ 4%@K "*0**^V*LK '1 %%1 jj*B/1   :. .H 7.3356HCc4((eSA #abefibjakkr!stt"OO!' )%+W$5%+VV=O=W$X," OO!' )%+VV=O=W$X,"  &&s+1# @''5'AwLLTLVLLr)r/)NN)NN) r r!r"r#r-rTr&r' __classcell__)r6rs@@rr*r*<s9.gMgMgMrr*cbV^8dQh/^\9d\\\3,;R&#)rr.)__conditional_annotations__rr)rs"rrrs'--wsCx0.rN)r]collections.abcrrfeature_extraction_utilsr image_utilsrprocessing_utilsrutilsrgemma3.processing_gemma3r r get_loggerr rMr.rr*__all__r)r]s@rrfs.-4%&M   H % 1   : /4* "7u MOMD # #r